All Courses

MongoDB

Module

• Introduction to MongoDB
• What Is MongoDB?
• Advantages and Disadvantages of MongoDB
• Why Use MongoDB?
• Install, Setup, And First Steps
• Adding Data
• Managing Data
• Querying Data
• Sorting and Counting
• Using Loops

Note: Students will learn how Mongodb can be accessed and some of its important features like indexing, regular xpression, sharding data, etc. It falls under the category of a NoSQL database.

Express

Module

• Introduction to Express
• Install and Setup
• Adding Dependencies
• How to Use Routes
• Adding Middleware
• How to Use Views
• All-In-One: From Models Forward – Start to Finish (Step-By-Step)

Note:Students will learn to use NodeJS in the web development process. It made coding in NodeJS a piece of cake.

React JS

Module 1: Introduction to HTML5

• HTML tags and attributes

Module 2: CSS3 (Cascading Style Sheet)

• Difference between ID and Class.
• Box Model implementation.

Module 3: ES6 Features

• Scope
• Class and Constructors
• Function
• Object
• New Feature of ES6, ES7,ES8,ES9
• Template Strings

Module 4: Introduction to React

• What is React?
• React Phases
• State and Props
• Virtual DOM
• PropTypes
• Project setup and First Application Execution

Module 5: Component

• Component Introduction
• Component Life cycle
• Creating new component
• Working with components
• Passing Data between Parent component and child component
• JSX
• Babel
• Concept of Element

Module 6: Routing

• Routes & Router Module
• Working with Multiple Components.
• Navigation with Router Links
• Routes with Value Passing

Module 7: Design

• React-Bootstrap

Module 8: REDUX

• Concept
• Architecture
• Data Binding

Module 9: Data Management

• Reducer
• Store
• Action

Module 10: Create Form & Validation

• Template Driven Forms
• Adding validation to check user input.
• Outputting validation Error Messages.

Module 11: Types of Component

• HOC(Higher order Component)
• Pure Components
• Controlled vs. uncontrolled components
• Event Handling

Module 12: Middleware

• Concept of Middleware
• Why it is necessary?

Module 13: React Hook

• Concept
• Life Cycle
• Feature

Module 14: Understanding of Node

• Create Node Server Application
• Module in Node.js

Module 15: Node Package Manager

• Installation of Packages
• Sync &Async function
• Events

Module 16: Middleware

• What is Express?
• Routes using Express & Node

Module 17: MongoDB

• MongoDB features
• Data Model and Schema
• Connecting DB using Node

Module 18: Node API

• Insert API
• Display API
• Login API

Module 19: Service and Dependency Injection

• Service Basics
• Injecting Services

Module 20: HTTP Request

• Introduction & How HTTP Request work in SPA.
• Sending GET/ POST/ PUT/DELETE Requests.
• Using the Returned data.

Module 21: Observables

• Built in Observables.
• Custom Observables

Module 22: Authentication and Route protection in React Application

• Creating a Sign-Up Page & Route

Node.JS

Module 1:

• Overview

Module 2:

• Introduction to Node JS.
• What is Node JS?
• Advantages of Node JS3.

Module 3:

• Setup Dev Environment
• Install Node.js on Windows
• Installing in mac os
• Installing in Linux
• Node JS Console
• Connection and folder structure of node js
• REPL stands for Read-Eval-Print-Loop)
• Node JS Modules
• Functions
• Module
• Module Exports

Module 4:

• Node Package Manager
• What is NPM?
• Installing Packages Locally
• Adding dependency in package.json
• Updating packages
• Installing packages globally

Module 5:

• Creating Web server
• Creating web server
• Handling http requests
• Sending requests

Module 6:

• File System
• read File
• Deleting a file
• Writing a file asynchronously

Module 7:

• JS
• Configuring routes
• Working with express

Module 8:

• Database connectivity
• Mongo DB Configuring
• Create
• Updating records
• Deleting records

Module 9:

• Template Engines
• Why Template Engine
• What is EJS?
• Example

Module 10:

• Basic Node Modules for project
• Body Parser
• Cookie Parser
• http

Module 11: Project

MongoDB

Module

• Introduction to MongoDB
• What Is MongoDB?
• Advantages and Disadvantages of MongoDB
• Why Use MongoDB?
• Install, Setup, And First Steps
• Adding Data
• Managing Data
• Querying Data
• Sorting and Counting
• Using Loops

Note: Students will learn how Mongodb can be accessed and some of its important features like indexing, regular xpression, sharding data, etc. It falls under the category of a NoSQL database.

Express

Module

• Introduction to Express
• Install and Setup
• Adding Dependencies
• How to Use Routes
• Adding Middleware
• How to Use Views
• All-In-One: From Models Forward – Start to Finish (Step-By-Step)

Note: Students will learn to use NodeJS in the web development process. It made coding in NodeJS a piece of cake.

Angular

Module 1: Introduction to HTML5

• What is HTML 5?
• Overview of Different HTML tags and attributes

Module 2: CSS3 (Cascading Style Sheets)

• What is CSS?
• Usage of CSS for different tags and attributes.
• Difference between ID and Class.

Module 3: SCSS

• What is SCSS?
• Installing SCSS.

Module 4: Introduction to Angular

• Course introduction
• What is Angular?
• Installation
• Angular JS vs Angular2 vs Angular6
• Project setup and First Application
• Editing the first application

Module 5: Introduction to TypeScript and ES6

• Typescript Syntax
• Dom structure
• Installation of typescript
• The Type System – Defining Variables
• The Type System – Defining Arrays
• The Type System – Classes & Objects
• Functions
• Rest and spread operators
• Parameter and Return Value Types
• Arrow Functions

Module 6: Module & Component

• Module Introduction
• Component Introduction
• Creating new component
• Working with components

Module 7: Data Binding

• What is Data Binding?
• Interpolation
• Property Binding
• Event Binding
• Two-way Data Binding

Module 8: Directives

• What are Directives?
• Directive Types
• Structural Directives (*ngIf, *ngFor, ngSwitch)
• Adding and Removing Elements Dynamically
• Looping Using *ngFor
• Attribute Directives (ngStyle, ngClass)
• Custom Directive

Module 9: Cross Component Communication

• @Input() , @Output() &EventEmitter
• @ViewChild and @ViewChildren
• Service Basics
• Injecting Services
• Cross-component communication through services
• What is Dependency Injection (DI)?

Module 10: Changing Pages with routing

• Why do we need Router?
• Setting-up and Loading Routes.
• Navigation with Router Links
• Child Routes
• Parameterized routes
• Lazy Loading

Module 11: Handling Forms:(Template Driven Form & Reactive Form)

• Creating the Form and registering the controls.
• Submitting and using the form.
• Adding validation to check user input.
• Outputting validation Error Messages.
• Custom Validators
• Dynamic Reactive form

Module 12: HTTP Request

• Introduction & How HTTP Request work in SPA.
• Sending Requests.
• Using the Returned data.
• Error Handling
• Interceptors

Module 13: Observables

• Built in Observables.
• Custom Observables

Module 14: Using Pipes and Data Formatting

• Using pipes.
• Chaining multiple pipes.
• Creating a custom pipe.
• Creating a filter pipe.
• Async pipe

Module 15: Authentication and Route protection in Angular Application

• How Authentication works in SPA.
• Creating a Sign-Up Page & Route
• Authentication Status
• Route Protection

Module 16: Angular Layouts Design

• Flex layout
• Material design
• Bootstrap with angular

Node.JS

Module 1:

• Overview

Module 2:

• Introduction to Node JS.
• What is Node JS?
• Advantages of Node JS3.

Module 3:

• Setup Dev Environment
• Install Node.js on Windows
• Installing in mac os
• Installing in Linux
• Node JS Console
• Connection and folder structure of node js
• REPL stands for Read-Eval-Print-Loop)
• Node JS Modules
• Functions
• Module
• Module Exports

Module 4:

• Node Package Manager
• What is NPM?
• Installing Packages Locally
• Adding dependency in package.json
• Updating packages
• Installing packages globally

Module 5:

• Creating Web server
• Creating web server
• Handling http requests
• Sending requests

Module 6:

• File System
• read File
• Deleting a file
• Writing a file asynchronously

Module 7:

• JS
• Configuring routes
• Working with express

Module 8:

• Database connectivity
• Mongo DB Configuring
• Create
• Updating records
• Deleting records

Module 9:

• Template Engines
• Why Template Engine
• What is EJS?
• Example

Module 10:

• Basic Node Modules for project
• Body Parser
• Cookie Parser
• http

Module 11: Project

Module 1:

Overview of Next Gen Java Script

• Variable (local & global)
• Concept of Variable Hoisting
• Object
• Array & Array methods
• Function (Named, Anonymous, Arrow)
• Different types of function parameters and Return Value Types
• Loops (for, for-of, for-in, while, do-while)
• Destructuring
• Spread operator
• Es6 Promise
• Concept of Async and await
• Class & Constructor

Module 2:

Introduction to Node JS

• Introduction
• What is Node JS?
• Advantages and Disadvantages of Node JS
• Installing Node JS on Windows
• Node JS console
• Creating a Node Server
• Handling http requests
• Understanding Request and Response and How to Handle
• Parsing Request Bodies
• Blocking and Non-blocking code
• Using Node Module system

Module 3:

Node Package Manager

• What is NPM?
• Installing Packages Locally/globally
• Adding dependency in package.json
• Updating packages
• Installing 3rd party packages
• Introduce Nodemon for Autostart

Module 4:

Express JS

• What is Express JS?
• Install Express JS
• Adding Middleware
• Handling Different Routes
• Parsing Incoming Request
• Use Express Router
• Serving HTML Pages.

Module 5:

Template Engines

• Why we use Template Engine?
• Introduce EJS Template
• Installing and Implementing EJS
• Difference between HTML and EJS

Module 6:  

Introduce Model View Controller

• What is MVC architecture?
• Understanding the flow diagram of MVC
• Adding controller
• Storing Data via Model

Module 7:

Database connectivity using Mongo DB (2 Days)

• Create records
• Updating records
• Deleting records
• Sorting data
• Adding search filter

Module 8:

Database connectivity using Mongoose

• What is Mongoose?
• Connecting to Mongo DB server with Mongoose
• Creating Schema in Model
• Saving Data through Mongoose
• Fetching records
• Updating records
• Deleting records
• Using Relation in Mongoose

Module 9:

Introduce Session and Cookies

• What is session and Cookies?
• Difference between session Cookies
• How to store data in Session and Cookies

Module 10:

Adding Authentication

• What is Authentication?
• How to implement Authentication?
• Encrypting Password
• CSRF Token
• Adding CSRF Protection
• Adding Flash Message

Module 11:

• Sending Email using Send Grid

Module 12:

Understanding Validation

• Sever side validation
• Adding validation to the input field
• Displaying server side validation message to user side

Module 13:

• Image Uploading

Module 14:

API

• What is REST API?
• Understanding the flow diagram
• Importance of REST API
• Implementation of API
• Authentication using JSONWEBTOKEN

Module 15:

• Project

• Module 1: Introduction to HTML5
  • What is HTML?
  • Overview of HTML tags and attributes

  Module 2: CSS3 (Cascading Style Sheets)

  • Selectors
  • Difference between ID and Class
  • Box Model implementation.

  Module 3: ES6 Features (Next Gen JavaScript)

  • Variable (local & global)
  • Object
  • Array&Array functions
  • Function (Named, Anonymous, Arrow)
  • Different types of function parameters and Return Value Types
  • Loops (for, for-of, for-in, while, do-while)
  • Destructuring
  • Spread operator
  • Class & constructor

  Module 4: Introduction to React

  • Course Introduction
  • What is React?
  • Installation
  • Difference between Angular and React
  • JavaScript DOM
  • Difference between Real DOM and Virtual Dom
  • File and folder structure of react
  • Project setup and first application
  • Editing the first application

  Module 5: Component

  • Component Introduction
  • Creating new component
  • Difference between Class and Functional Component
  • Passing Data between Parent component and child component
  • JSX
  • Props
  • Babel
  • Class state and setState and useState ()

  Module 6: Working with list and conditionals

  • Rendering content conditionally
  • Handling Dynamic Content “The JavaScript Way”
  • Outputting list dynamically
  • List, state and Keys
  • Updating List immutably
  • Flexible List

  Module 7: Types of Component

  • Components Lifecycle methods
  • Component update lifecycle(props)
  • Component update lifecycle (for state)
  • Pure Component vs.ShouldComponentmemo()
  • Fragment
  • HOC (Higher order Component)
  • Controlled vs. uncontrolled components

  Module 8: Design

  • CSS
  • Different ways of styling react component
  • Bootstrap
  • React-bootstrap
  • Material UI

  Module 9: Routing

  • Routes & Router Module
  • React-router vs. react-router-dom
  • Working with Multiple Components.
  • Navigation with Router Links
  • Switching between pages
  • Routes with Value Passing
  • Parameterised Route
  • Lazy loading

  Module 10: Create Form & Validation

  • Creating a custom Dynamic input component
  • Adding Dropdown Component
  • Handling user Input
  • Handling Form submission
  • Adding custom validation
  • Adding validation to check user input.
  • Outputting validation Error Messages

  Module 11: HTTP Request

  • Introduction & How HTTP Request work in SPA.
  • Sending GET/ POST/ PUT/DELETE Requests.
  • Using the Returned data.
  • Handling Errors Locally
  • Adding interceptors to Execute code globally

  Module 12: Authentication and Route protection in React Application

  • Creating a Sign-Up Page & Route

  Module13: React Hook

  • React user State hook
  • Used State Hook with object and array
  • UseeffectHook and its usage
  • Adding Two-way binding
  • Conditionally run effects
  • Useeffectwith incorrect dependency
  • Fetching Data using use Effect
  • use Context Hook and its usage
  • use Reducer Hook and its usage
  • Multiple use Reducer
  • ushered Hook
  • Event Handling
  • Binding Event Handlers

  Module 14: REDUX

  • Introduction to the module
  • Architecture
  • Setting up reducer and store
  • Displaying actions and adding subscription
  • Connecting React to redux
  • Dispatching actions from within the component
  • Passing and Retrieving data with action
  • Updating state and arrays immutably
  • Combining multiple Reducers
  • Understanding state Types
  • Data Binding
  • Using Reduxthunk

  Module 15: Project

Module 1: Introduction to HTML5

• What is HTML 5?
• Overview of Different HTML tags and attributes

Module 2: CSS3 (Cascading Style Sheets)

• What is CSS?
• Usage of CSS for different tags and attributes.
• Difference between ID and Class.

Module 3: SCSS

• What is SCSS?
• Installing SCSS.

Module 4: Introduction to Angular

• Course introduction
• What is Angular?
• Installation
• Angular JS vs Angular2 vs Angular6
• Project setup and First Application
• Editing the first application

Module 5: Introduction to TypeScript and ES6

• Typescript Syntax
• Dom structure
• Installation of typescript
• The Type System – Defining Variables
• The Type System – Defining Arrays
• The Type System – Classes & Objects
• Functions
• Rest and spread operators
• Parameter and Return Value Types
• Arrow Functions

Module 5: Introduction to TypeScript and ES6

• Typescript Syntax
• Dom structure
• Installation of typescript
• The Type System – Defining Variables
• The Type System – Defining Arrays
• The Type System – Classes & Objects
• Functions
• Rest and spread operators
• Parameter and Return Value Types
• Arrow Functions

Module 6: Module & Component

• Module Introduction
• Component Introduction
• Creating new component
• Working with components

Module 7: Data Binding

• What is Data Binding?
• Interpolation
• Property Binding
• Event Binding
• Two-way Data Binding

Module 8: Directives

• What are Directives?
• Directive Types
• Structural Directives (*ngIf, *ngFor, ngSwitch)
• Adding and Removing Elements Dynamically
• Looping Using *ngFor
• Attribute Directives (ngStyle, ngClass)
• Custom Directive

Module 9: Cross Component Communication

• @Input() , @Output() &EventEmitter
• @ViewChild and @ViewChildren
• Service Basics
• Injecting Services
• Cross-component communication through services
• What is Dependency Injection (DI)?

Module 10: Changing Pages with routing

• Why do we need Router?
• Setting-up and Loading Routes.
• Navigation with Router Links
• Child Routes
• Parameterized routes
• Lazy Loading

Module 11: Handling Forms:(Template Driven Form & Reactive Form)

• Creating the Form and registering the controls.
• Submitting and using the form.
• Adding validation to check user input.
• Outputting validation Error Messages.
• Custom Validators
• Dynamic Reactive form

Module 12: HTTP Request

• Introduction & How HTTP Request work in SPA.
• Sending Requests.
• Using the Returned data.
• Error Handling
• Interceptors

Module 13: Observables

• Built in Observables.
• Custom Observables

Module 14: Using Pipes and Data Formatting

• Using pipes.
• Chaining multiple pipes.
• Creating a custom pipe.
• Creating a filter pipe.
• Async pipe

Module 15: Authentication and Route protection in Angular Application

• How Authentication works in SPA.
• Creating a Sign-Up Page & Route
• Authentication Status
• Route Protection

Module 16: Angular Layouts Design

• Flex layout
• Material design
• Bootstrap with angular

Module 17:  Project

Module 1: Elementary Concepts

• Testing Vocabulary
• When Should Testing Occur?
• The Multiple Roles of the Software Tester
• Quality Assurance vs. Quality Control
• Software Quality Factors

Module 2: Introduction to Software Testing

• What is Software Testing?
• What is Quality?
• Importance of testing
• Tools used for Testing
• Principles of Software Testing
• Why Do We Test Software?
• What is a Defect?
• Scope of Testing
• Testing Constraints
• What is a QA Process?
• Levels of Testing
• Types of Testing

Module 3: Software Development Life Cycle

• SDLC and SDLC Phases
• Requirements and Analysis
• Design & Development
• Testing & Deployment
• Operation and Maintenance

Module 4: Models

• Waterfall Model
• V Model
• Spiral Model
• Iterative Model
• Agile Model

Module 5: Testing Techniques

• Structural versus Functional Technique Categories
• Verification versus Validation
• Static versus Dynamic Testing
• Examples of Specific Testing Techniques

Module 6: Test Administration

• Test Planning
• Customization of the Test Process
• Budgeting
• Scheduling

Module 7: Create the Test Plan

• Prerequisites to test planning
• Understand the Software
• Build the Test Plan
• Write the Test Plan

Module 8: Test Metrics

• Test Cases
• Test case Design
• Building test cases
• Test data mining
• Test execution
• Test Reporting
• Defect Management
• Test Coverage – Traceability matrix
• Guidelines for writing test reports

Module 9: Test Tools used to build Test Reports

• Software Configuration Management
• Change Management

Module 10: Development Architectures

• One Tier Architectures
• Two Tier Architectures
• Three Tier Architecture
• N-Tier Architecture

Module 11: Software Testing Life Cycle

• What is STLC?
• Entry and Exit Criteria
• STLC Phases
• Requirement Analysis
• Test Planning
• Test Design
• Test Execution
• Test Scenario Preparation
• Test Case Preparation
• Test Environment and Test Data Preparation

Module 12: Effective Software Metrics

• Test Case Productive Preparation
• Test Execution Summary
• Test Case Coverage
• Defect Acceptance& Rejection
• Test Efficiency
• Effort & Schedule Variance

Module 13: Testing Techniques

• Equivalence Case Partition
• State Transition Technique
• Decision Table Technique
• Boundary Value Analysis
• Error Guessing Technique
• Adhoc Testing

Module 14: Defect Management

• Difference between Defect and Bug
• Defect Life Cycle
• Defect Tacking Tools
• Create a Bug Report
• Raise a Bug in JIRA
• Severity & Priority

Module 15: Agile methodologies

• Agile Methodologies Overview
• Agile Scrum, ceremonies, artifacts
• Kanban
• Adaptive Project Framework (APF)
• Extreme Project Management (XPM)

Module 16: Bugzilla/Mantis

• Log-in to Bugzilla account
• Create graphs
• Using Browse Function
• Simple Search Option in Bugzilla
• Add or remove column to default search screen
• Using Preferences in Bugzilla

Module 17: Backlog

• Advanced search features
• Issue updates and status changes
• Kanban-style boards for visual workflow
• Wikis and Watchlists
• Project and issues with subtasks

Module 18:

• Live Testing Project

Module 1 : Swift – OOPS Concepts

Module 2 : Classes and Structures

• Defining class and structure instances
• Properties
• Stored Properties
• Computer Properties
• Property Observers
• Type Properties
• Initializers
• Methods
• Type Methods
• Instance Methods
• Subscripts
• Inheritance
• Defining Base Class
• Subclassing
• Overriding
• Preventing Overrides
• Automatic Reference Counting
• How ARC Works
• Strong Reference Cycles
• Resolving Strong Reference Cycles
• Reference Cycles for Closures
• Resolving Strong Reference Cycles for Closures
• Optional Chaining
• Type Casting
• Class Hierarchy for Type Casting
• Type Checking
• DownCasting
• Object Casting
• Extensions
• Types
• Methods
• Initializers
• Subscripts
• Nested Types
• Protocols
• Property Requirements
• Method requirements
• Mutating Requirements
• Protocols as Types
• Delegation
• Protocol Conformation with Extension
• Protocol Adaption
• Collections of Protocol
• Protocol Inheritance
• Optional Protocols
• Generics
• Why use Generics
• Functions
• Type parameters
• Types
• Constraints
• Associated Types
• Where Clauses

Module 3 : User Interface- UI basic

• Using iPhone Project Templates
• The Units of Measurement
• The iOS Hello World Boilerplate Dissection
• Understanding the App Startup process
• The iOS Architecture
• Retina v/s non-Retina UI considerations
• The Developer License
• Understanding Views and Windows
• Creating User Interface
• Basic GUI Components
• UITextField, UISlider, UISegementControl, UIStepper, UIButton etc
• Actions, Outlets and Events
• Handling Basic Interactions
• The Human Interface Guidelines
• Understanding Delegation

Exercise  – Create a Settings Controller that allows to Switch Font Sizes, Change RGB color background, Allow Text Events

Module 4 : Understanding UITableView 

• Understanding UINavigationController
• Creating a Simple Table View
• Reusing TableViewCells
• Customizing a TableView
• Grouping Data in Tables
• Selecting and Navigation in TableViews

Module 5 : Model Views 

• Alerting a User
• Customization AlertViews
• Capturing User response
• TextField Alerts and Keyboard Styles
• Implementing ActionSheets

Module 6 : UICollectionView

• Using a UICollectionView
• DataSource and Delegates
• Custom UICollectionViewCells
• Reusing Collection Cells

Module 7 : Multi-View Applications

• Container and Content Views
• Introduction to Multi-View Applications
• The MVC Architecture. Why and How to use MVC.
• Subclassing Controllers
• Creating a Utility Application and Creating Protocols
• Implementing Different Animation for View Transitions

Module 8 : Basic Data Handling

• Understanding the Controller States in Life Cycle
• Understanding Application Document Structure
• Understanding the Product Folder Structure
• The Application Default Folders and File Manager
• Capturing Files form Bundles
• Storing and retrieving data from Files
• Storing and Retrieving data from Plists

Module 9 : The Application Project Structure

• Creating and Accessing your own Bundles
• A Start Up Project using Different Controllers.
• Creating a Multi-View Application from Scratch
• Creating Scenes and Segues
• Adding Controllers
• Passing Data Across Scenes
• Understanding Master-detail Application
• Universal Applications

Module 10 : Project (According to your choice if any OR Provided by our Development Unit)

Module 1: Introduction to Android

• What is Android?
• Pre-requisites to learn Android

Module 2: Android Architecture (Overview)

• Linux Kernel
• Android Runtime
• Application Framework
• DalvikVm

Module 3: Creating First Android Application (Hello World App)

• Creating Android Project
• AVD Creation
• Executing Project on Android Screen

Module 4: Android Components (Overview)

• Activities
• Services
• Broadcast Receivers
• Content Providers

Module 5: Kotlin Language and its fundamentals:

• Variable and datatypes
• Arrays
• Operators (Comparison and Logical Operators)
• Control Statements: If, else-if, when, while, dowhile, for.
• Null safety in Kotlin
• Functions
• View Binding
• OOP’s concept(Inheritance, Polymorphism, Abstraction, Encapsulation, Interface)
• Nested and inner class
• Data class
• Enums
• Exception Handling (try and catch)
• Collection

Module 6: Building UI with Activities

• Activities
• Views, layouts and Common UI components
• Creating UI through code and XML
• Activity lifecycle
• Intents
• Communicating data among Activities

Module 7: Advanced UI

• Selection components (GridView, ListViews, Spinner)
• Adapters, Custom Adapters

Module 8: Notifications

• Toast, Custom Toast
• Dialogs
• Status bar Notifications

Module 9: Android Fragment implementation using Navigation Components(Jetpack)

• What is Fragment?
• Use of fragment in Android and link with the activity
• Nav Graph
• Link between the fragments within the Nav-graph

Module 10: Multithreading

• Volley
• Retrofit
• Handler
• Post
• Assessments

Module 11: Camera

• Taking & saving pictures
• Assessments

Module 12: Resources and Assets

• Android Resource
• Simple Animation

Module 13: Data Storage

• Shared Preferences

Module 14: Introducing SQLite

• SQLiteOpenHelper and creating a database
• Working with cursors inserts, updates and deletes
• Assessments

Module 15: Services

• Overview of services in Android

Module 16: Location Based Services & Google Maps

• Using Location Based Services
• Finding current Location and listening for changes in location
• Showing Google map in an activity

Module 17: Web Services and WebView

• Receiving HTTP Response(XML, JSON)
• Parsing JSON and XML
• Using WebView

Module 18:Cloud based notification alert

• Implementation of Firebase Cloud service
• Firebase notification alert

Module 19: Different App Integration

• Application like Facebook, Instagram Login integration with your own application.

Module 20: Project

Module 1: Introduction to Android

• What is Android?
• Pre-requisites to learn Android.

Module 2:  Android Architecture (Overview)

• Linux Kernel.
• Android Runtime.
• Application Framework.
• DalvikVm.

Module 3:  Creating First Android Application

• Creating Android Project.
• AVD Creation.
• Executing Project on Android Screen.

Module 4: Android Components (Overview)

• Activities.
• Services.
• Broadcast Receivers.
• Content Providers.

Module 5: Hello World App

• Creating your first project.
• The manifest file.
• Layout resource.
• Running your app on Emulator.
• Assessments.

Module 6:Building UI with Activities

• Activities.
• Views, layouts and Common UI components.
• Creating UI through code and XML.
• Activity lifecycle.
• Intents.
• Communicating data among Activities.

Module 7:Advanced UI

• Selection components (GridView, ListViews, Spinner).
• Adapters, Custom Adapters.

Module 8:Notifications

• Toast, Custom Toast.
• Dialogs.
• Status bar Notifications.

Module 9: Multithreading

• AsyncTask
• Handler.
• Post.
• Assessments.

Module 10:Camera

• Taking & saving pictures.
• Assessments.

Module 11: Resources and Assets

• Android Resource & Simple Animation.

Module 12: Data Storage

• Shared Preferences.

Module 13: Introducing SQLite

• SQLiteOpenHelper and creating a database.
• Working with cursors inserts, updates and deletes.
• Assessments.

Module 14: Services

• Overview of services in Android.

Module 15: Location Based Services & Google Maps

• Using Location Based Services.
• Finding current Location and listening for changes in location.
• Showing Google map in an activity.

Module 16:  Web Services and Web View

• Receiving HTTP Response (XML, JSON).
• Parsing JSON and XML.
• Using Web View.

Module 17: Project

Module 1: What is PHP?
• Understanding client/server roles
• Apache, PHP, MySQL, XAMPP Installation

Module 2: PHP Fundamentals
• PHP Basic syntax, PHP data Types & Variables
• Taking user input, PHP Expressions, PHP Operators
• PHP Control Structures, PHP Loops

Module 3: PHP Arrays
• PHP Arrays, PHP Associative Arrays
• Array Iteration, PHP Multi-Dimensional Arrays

Module 4: OOP Overview
• Classes & Methods
• Properties & Visibility
• Class Inheritance

Module 5: PHP Forms
• PHP Form handling, PHP GET, PHP POST

Module 6: PHP Cookies & PHP Sessions
• PHP Cookie & Session Handling

Module 7: Introduction of Framework
• Installing Laravel
• Artisan CLI (command-line interface)
• Laravel Directory Structure

Module 8: What is Model View Controller?
• MVC Structure
• Route
• Controller

Module 9: Laravel Blade Template Engine
• Master layout in HTML/Bootstrap template
• Displaying Your Template Views
• Adding assets in view pages

Module 10: Security using Authentication
• HTTP Basic Authentication
• Middleware Authentication
• Laravel Guard Authentication
• Create user register and login system Using Auth

Module 11: Laravel Migrations and migrate Table
• PHP Artisan migration command
• How to create a table using a migration

Module 12: Laravel Eloquent ORM
• Eloquent ORM Models
• Eloquent ORM INSERT, READ, UPDATE, DELETE
• Displaying data from models in views

Module 13: PROJECT

Module1: Introduction to React Native

• What is react-native?
• Concept of Android Studio and Xcode
• Project setup and First Application Execution

Module2: React Native overview

• What is React?
• React Phases
• State and Props
• Virtual DOM
• PropTypes

Module3: ES6 Features

• Scope
• Class and Constructors
• Function
• Object
• New Feature of ES6, ES7, ES8, ES9
• Bind Function and Lambda function
• Async await vs Promise

Module4: Component

• Component Introduction
• Passing Data between Parent Component and child Component
• Component Life cycle
• Creating new component
• Working with components
• JSX
• Babel

Module5: React-Navigation

• Screen Navigation
• StackNavigator
• TabNavigation
• SwitchNavigator

Module6: Design

• React-Native Widget
• StyleSheet
• Orientation
• Animation

Module7: REDUX

• Concept
• Architecture
• Data Binding

Module8: Data Management

• Reducer
• Store
• Action

Module9: Types of Component

• HOC(Higher order Component)
• Pure Components
• Controlled vs. uncontrolled components
• Event Handling
• Effects of Container components And presentational components

Module10: Middleware

• Concept of Middleware
• Why it is necessary?

Module11: HTTP Request

• Introduction & How HTTP Request work in SPA.
• Sending GET/ POST/ PUT/DELETE Requests.
• Using the Returned data.

Module12: React Hook

• Concept
• Life Cycle
• Feature
• Uses of set and use
• callback and ref

Module13: Authentication and Navigation in React-native Application

• Creating a Sign-Up Page & Route

Module14: Project

Module 1: Introduction of Laravel PHP Framework

• Installing Laravel
• Artisan CLI (command-line interface)
• Laravel Directory Structure
• Configuring a new Laravel project
• MVC Structure

Module 2: Setting up a sample project in Laravel

• Basic routing and Name routing
• Resource route
• Controller
• Call a controller method from a route
• Passing variables from controllers to views

Module 3: Laravel Blade Template Engine

• Master layout in HTML/Bootstrap template
• HTML Template inheritance
• Displaying Your Template Views
• Loading a view into another view/nested views
• Adding assets in view pages

Module 4: Laravel Authentication & Authorization Concept

• HTTP Basic Authentication
• Middleware Authentication
• Laravel Guard Authentication
• Hashing

Module 5: Laravel Forms Validation and show error message

• Creating Registration form
• Validating user input
• Creating a file uploader
• Validating a file uploader and email and password etc.
• Creating a custom error message using laravel default error method

Module 6: Advanced SQL Queries

• Using Operators
• Grouping Records, Having Clause
• Joining Tables
• Select Record
• Insert Record
• Deleting Record

Module 7: Laravel Migrations and Migrate Table

• Introduction
• Php Artisan migration command
• Migration structure
• How to create a table using a migration
• Laravel migration rollback
• Migrations for our project database
• Database seeding

Module 8: Creating a registration & user login form

• Create user register and login system Using Auth
• Adding Custom Fields to Registration Form

Module 9: Laravel Eloquent ORM

• Eloquent ORM Models
• Table name and primary keys
• Eloquent ORM INSERT, READ,UPDATE, DELETE
• Displaying data from models in views
• Relationship

Module 10: Creating and Using Third-Party Packages

• Introduction
• Downloading and installing packages

Module 11: Using Ajax and jQuery

• Introduction
• Multiple dropdown dependency

Module 12: Create Restful APIs

• Introduction
• Building a Restful API with routes
• Creating crud API

Module 13: Live Project

At the end of module, all students get the expertise to develop an industry standard Laravel application. So, at this stage, we assign live project works to the students.

Module 1: Introduction:  Adobe XD

• Started with Adobe XD project
• What is UI vs. UX – User Interface vs. User Experience

Module 2: Wireframing Low Fidelity: Wireframing (low fidelity) in Adobe XD

• How wide should my website or app be in Adobe XD
• Working with existing UI kits in Adobe XD

Module 3: Type, Color & Icon Introduction

Module 4:Working with type in your XD wireframes

• Basic Colors & buttons in Adobe XD wireframes
• Free icons for your Adobe XD & UX UI projects
• Adding footers &LoremIpsum to wireframe
• New Pages &Artboards

Module 5:Class Project 01: Prototyping a Website – Introduction

• Prototyping & adding interactivity
• How to create a Popup Modal or popup box

Module 6: Class project 02: Symbols & Repeat Grids

• Working with groups & isolation mode
• How to make & use symbols
• Production Video – Left Nav
• Using the repeat grid
• Updating symbols & problems with using repeat grids
• Prototype Trick to save time
• Navigation tricks & tips

Module 7:Class Project 03: Prototyping an App – Introduction

• Make an APP version of your Adobe XD UX project
• How to use the XD App on iPhone & Android
• Adding iPhone & Android battery & status icons to mockup
• How to fix the position of the nav or battery icons
• Production Video – Login & Dashboard

Module 8: Wireframe Feedback

• Sharing Wireframes for comments
• Recording your interactions via video

Module 9: Class project 04: High Fidelity UI Design

• Mood Boards & resources for Hi fidelity UI design in Adobe XD

Module 10:Class project 05

• How to create a 12 Column Grid

Module 11: Colors

• Working with colors inside Adobe XD CC
• Tricks for using colors
• How to create gradients

Module 12: Text & Fonts Advanced

• Use Web safe fonts or iOS or Android specific fonts in Adobe XD
• How to use Character Styles in Adobe XD
• Font & Text tips tricks in Adobe XD
• Adding our first Plugin LoremIpsum to Adobe XD
• Creating realistic buttons in Adobe XD with paste properties

Module 13: Class project 07: Drawing

• How to draw your own custom icons in Adobe XD
• Working with stokes & lines in Adobe XD
• Learn to draw with the pen tool in Adobe XD
• Drawing practise with the pen tool in Adobe XD
• Production Video with some drawing tips

Module 14: Working with Illustrator

• Back and forth with Illustrator in Adobe XD

Module 15: Class project 08

• Working with InDesign in Adobe XD
• The pros & cons for working with images inside Adobe XD
• Working with images and CC Library connection
• Adobe Stock connection to find similar image for XD project
• Free images to use in your XD mockups – UnsplashPexelsFreeimage
• Masking & Opacity & Blurring background images
• Working with Photoshop in Adobe XD
• Production Video – Infographic

Module 16: Class project 09

• How to make a mobile phone mockup with Adobe XD & Photoshop

Module 17:Class project 10

• Hidden features for Repeat Grid
• Plugin – Content Generator
• Plugin – UI Faces adding random profile photos
• Plugin – PhotoSplash automatically import Unspash images
• Plugin – Copy Cat or Mimic to style and images from a site
• Advanced Asset Panel tricks
• Advanced Symbol Tricks & Tips
• What are UI micro interactions
• Button grow or full screen image micro interaction
• Animated Image Gallery with micro interactions
• Full vector change micro interaction

Module 18: Class project 11

• Time delay transitions
• How to create a popup menu or modal
• Animated mobile side nav for burger menu
• Advanced prototyping using buttons & dropdown menus
• How to use the drag transition
• How to make a number ticker scroll using masks
• How to add Alexa style voice commands
• What is user testing
• How to run an unmoderated UX User Test

Module 19: Class project 12

• Mocking up your designs in situ on a real phone in Photoshop
• Advanced micro interactions & prototyping with Protopie in Adobe XD
• How to add animation in Adobe XD using Adobe After Effects
• How to export images & code from Adobe XD for developers
• How to export code in XD for engineers using Design Specs

Module 20: Project

Module 1: Introduction to HTML & HTML 5

• HTML Tags
• HTML img Tags and its Attributes
• Html Anchor Tag and its Attribute
• Table/colspan/rowspan/etc..
• Html Block-Level Element and Inline Element
• iframe
• Fundamental concepts of HTML,
• Audio/Video element implementation
• Pixel Perfect Design

Module 2:  HTML FORM

• Forms
• Form all Input type
• Form attributes
• Form validation
• Embedded Google Map and YouTube video.

Module 3:  Introduction to CSS

• Fundamental concepts of CSS
• CSS Value
• CSS Syntax
• CSS Comments
• CSS selector(Id,Class,Tag)
• Ways to insert CSS(Internal,Inline,External)

Module 4:  CSS Properties

• CSS Background Properties
• CSS Margin and Padding Property
• CSS Font,Color,Border,Text Property
• CSS Display and position Property
• CSS Float and Ovrflow Property
• CSS Pseudo Class

Module 5: Practical Implementations

• Create a Application form
• Create a Navigation bar
• Create a dropdown navigation bar
• Create a Card view
• Create a web Layout

Module 6: Advance CSS:

• Css FlexBox
• Css Transition
• Css Animation
• Color keword
• CSS @keyframe
• Z-index
• Css 2d &3d Transform
• Css Responsive
• Create a responsive a web layout

Module 7: java script:

• Fundamental concepts of js
• Js Syntax
• Dom Concept
• Js Window object
• Js form validation

Module 8:  jquery:

• Fundamental concepts of jquery
• Basic Syntax of jquery
• Jquery selectr
• Jquery sow/hide effect and slider
• Jquery form validation
• Jquery Animation
• Jquery Add/Remove button

Module 9: Bootstrap:

• What is Bootstrap
• How to Use it.
• Bootstrap Container
• Bootstrap Grid
• Bootstrap jumbotron
• Bootstrap form
• Bootstrap Navigation bar
• Bootstrap Model
• Bootstrap Carousal
• Bootstrap FlexBox
• Bootstrap Animation
• Create a Web layout using Bootstrap

Module 10: Use of Photoshop Tools:

• Uses of tools
• Layers
• Filter and Concept about web page size
• Design
• Create PSD Web Page layout

Module 11: Project:

At the end of  module all students get the expertise to develop an industry standard web application. So at this stage we assign live project work to the students.

• Create PSD to Html responsive Web Page
• Create Html Css responsive web page
• Create a web page using bootstrap and custom CSS.

Module 1: Introduction to Android

• What is Android?
• Pre-requisites to learn Android

Module 2: Android Architecture (Overview)

• Linux Kernel
• Android Runtime
• Application Framework
• DalvikVm

Module 3: Creating First Android Application (Hello World App)

• Creating Android Project
• AVD Creation
• Executing Project on Android Screen

Module 4: Android Components (Overview)

• Activities
• Services
• Broadcast Receivers
• Content Providers

Module 5: Kotlin Language and its fundamentals:

• Variable and datatypes
• Arrays
• Operators (Comparison and Logical Operators)
• Control Statements: If, else-if, when, while, dowhile, for.
• Null safety in Kotlin
• Functions
• View Binding
• OOP’s concept(Inheritance, Polymorphism, Abstraction, Encapsulation, Interface)
• Nested and inner class
• Data class
• Enums
• Exception Handling (try and catch)
• Collection

Module 6: Building UI with Activities

• Activities
• Views, layouts and Common UI components
• Creating UI through code and XML
• Activity lifecycle
• Intents
• Communicating data among Activities

Module 7: Advanced UI

• Selection components (GridView, ListViews, Spinner)
• Adapters, Custom Adapters

Module 8: Notifications

• Toast, Custom Toast
• Dialogs
• Status bar Notifications

Module 9: Android Fragment implementation using Navigation Components(Jetpack)

• What is Fragment?
• Use of fragment in Android and link with the activity
• Nav Graph
• Link between the fragments within the Nav-graph

Module 10: Multithreading

• Volley
• Retrofit
• Handler
• Post
• Assessments

Module 11: Camera

• Taking & saving pictures
• Assessments

Module 12: Resources and Assets

• Android Resource
• Simple Animation

Module 13: Data Storage

• Shared Preferences

Module 14: Introducing SQLite

• SQLiteOpenHelper and creating a database
• Working with cursors inserts, updates and deletes
• Assessments

Module 15: Services

• Overview of services in Android

Module 16: Location Based Services & Google Maps

• Using Location Based Services
• Finding current Location and listening for changes in location
• Showing Google map in an activity

Module 17: Web Services and WebView

• Receiving HTTP Response(XML, JSON)
• Parsing JSON and XML
• Using WebView

Module 18:Cloud based notification alert

• Implementation of Firebase Cloud service
• Firebase notification alert

Module 19: Different App Integration

• Application like Facebook, Instagram Login integration with your own application.

Module 20: Project

Module 1: Introduction to Android

• What is Android?
• Pre-requisites to learn Android.

Module 2:  Android Architecture (Overview)

• Linux Kernel.
• Android Runtime.
• Application Framework.
• DalvikVm.

Module 3:  Creating First Android Application

• Creating Android Project.
• AVD Creation.
• Executing Project on Android Screen.

Module 4: Android Components (Overview)

• Activities.
• Services.
• Broadcast Receivers.
• Content Providers.

Module 5: Hello World App

• Creating your first project.
• The manifest file.
• Layout resource.
• Running your app on Emulator.
• Assessments.

Module 6:Building UI with Activities

• Activities.
• Views, layouts and Common UI components.
• Creating UI through code and XML.
• Activity lifecycle.
• Intents.
• Communicating data among Activities.

Module 7:Advanced UI

• Selection components (GridView, ListViews, Spinner).
• Adapters, Custom Adapters.

Module 8:Notifications

• Toast, Custom Toast.
• Dialogs.
• Status bar Notifications.

Module 9: Multithreading

• AsyncTask
• Handler.
• Post.
• Assessments.

Module 10:Camera

• Taking & saving pictures.
• Assessments.

Module 11: Resources and Assets

• Android Resource & Simple Animation.

Module 12: Data Storage

• Shared Preferences.

Module 13: Introducing SQLite

• SQLiteOpenHelper and creating a database.
• Working with cursors inserts, updates and deletes.
• Assessments.

Module 14: Services

• Overview of services in Android.

Module 15: Location Based Services & Google Maps

• Using Location Based Services.
• Finding current Location and listening for changes in location.
• Showing Google map in an activity.

Module 16:  Web Services and Web View

• Receiving HTTP Response (XML, JSON).
• Parsing JSON and XML.
• Using Web View.

Module 17: Project

Module 1: Introduction of Laravel PHP Framework

• Installing Laravel
• Artisan CLI (command-line interface)
• Laravel Directory Structure
• Configuring a new Laravel project
• MVC Structure

Module 2: Setting up a sample project in Laravel

• Basic routing and Name routing
• Resource route
• Controller
• Call a controller method from a route
• Passing variables from controllers to views

Module 3: Laravel Blade Template Engine

• Master layout in HTML/Bootstrap template
• HTML Template inheritance
• Displaying Your Template Views
• Loading a view into another view/nested views
• Adding assets in view pages

Module 4: Laravel Authentication & Authorization Concept

• HTTP Basic Authentication
• Middleware Authentication
• Laravel Guard Authentication
• Hashing

Module 5: Laravel Forms Validation and show error message

• Creating Registration form
• Validating user input
• Creating a file uploader
• Validating a file uploader and email and password etc.
• Creating a custom error message using laravel default error method

Module 6: Advanced SQL Queries

• Using Operators
• Grouping Records, Having Clause
• Joining Tables
• Select Record
• Insert Record
• Deleting Record

Module 7: Laravel Migrations and Migrate Table

• Introduction
• Php Artisan migration command
• Migration structure
• How to create a table using a migration
• Laravel migration rollback
• Migrations for our project database
• Database seeding

Module 8: Creating a registration & user login form

• Create user register and login system Using Auth
• Adding Custom Fields to Registration Form

Module 9: Laravel Eloquent ORM

• Eloquent ORM Models
• Table name and primary keys
• Eloquent ORM INSERT, READ,UPDATE, DELETE
• Displaying data from models in views
• Relationship

Module 10: Creating and Using Third-Party Packages

• Introduction
• Downloading and installing packages

Module 11: Using Ajax and jQuery

• Introduction
• Multiple dropdown dependency

Module 12: Create Restful APIs

• Introduction
• Building a Restful API with routes
• Creating crud API

Module 13: Live Project

At the end of module, all students get the expertise to develop an industry standard Laravel application. So, at this stage, we assign live project works to the students.

Module 1: Introduction to HTML5

• What is HTML 5?
• Overview of Different HTML tags and attributes

Module 2: CSS3 (Cascading Style Sheets)

• What is CSS?
• Usage of CSS for different tags and attributes.
• Difference between ID and Class.

Module 3: SCSS

• What is SCSS?
• Installing SCSS.

Module 4: Introduction to Angular

• Course introduction
• What is Angular?
• Installation
• Angular JS vs Angular2 vs Angular6
• Project setup and First Application
• Editing the first application

Module 5: Introduction to TypeScript and ES6

• Typescript Syntax
• Dom structure
• Installation of typescript
• The Type System – Defining Variables
• The Type System – Defining Arrays
• The Type System – Classes & Objects
• Functions
• Rest and spread operators
• Parameter and Return Value Types
• Arrow Functions

Module 5: Introduction to TypeScript and ES6

• Typescript Syntax
• Dom structure
• Installation of typescript
• The Type System – Defining Variables
• The Type System – Defining Arrays
• The Type System – Classes & Objects
• Functions
• Rest and spread operators
• Parameter and Return Value Types
• Arrow Functions

Module 6: Module & Component

• Module Introduction
• Component Introduction
• Creating new component
• Working with components

Module 7: Data Binding

• What is Data Binding?
• Interpolation
• Property Binding
• Event Binding
• Two-way Data Binding

Module 8: Directives

• What are Directives?
• Directive Types
• Structural Directives (*ngIf, *ngFor, ngSwitch)
• Adding and Removing Elements Dynamically
• Looping Using *ngFor
• Attribute Directives (ngStyle, ngClass)
• Custom Directive

Module 9: Cross Component Communication

• @Input() , @Output() &EventEmitter
• @ViewChild and @ViewChildren
• Service Basics
• Injecting Services
• Cross-component communication through services
• What is Dependency Injection (DI)?

Module 10: Changing Pages with routing

• Why do we need Router?
• Setting-up and Loading Routes.
• Navigation with Router Links
• Child Routes
• Parameterized routes
• Lazy Loading

Module 11: Handling Forms:(Template Driven Form & Reactive Form)

• Creating the Form and registering the controls.
• Submitting and using the form.
• Adding validation to check user input.
• Outputting validation Error Messages.
• Custom Validators
• Dynamic Reactive form

Module 12: HTTP Request

• Introduction & How HTTP Request work in SPA.
• Sending Requests.
• Using the Returned data.
• Error Handling
• Interceptors

Module 13: Observables

• Built in Observables.
• Custom Observables

Module 14: Using Pipes and Data Formatting

• Using pipes.
• Chaining multiple pipes.
• Creating a custom pipe.
• Creating a filter pipe.
• Async pipe

Module 15: Authentication and Route protection in Angular Application

• How Authentication works in SPA.
• Creating a Sign-Up Page & Route
• Authentication Status
• Route Protection

Module 16: Angular Layouts Design

• Flex layout
• Material design
• Bootstrap with angular

Module 17:  Project

Module 1: What is PHP?
• Understanding client/server roles
• Apache, PHP, MySQL, XAMPP Installation

Module 2: PHP Fundamentals
• PHP Basic syntax, PHP data Types & Variables
• Taking user input, PHP Expressions, PHP Operators
• PHP Control Structures, PHP Loops

Module 3: PHP Arrays
• PHP Arrays, PHP Associative Arrays
• Array Iteration, PHP Multi-Dimensional Arrays

Module 4: OOP Overview
• Classes & Methods
• Properties & Visibility
• Class Inheritance

Module 5: PHP Forms
• PHP Form handling, PHP GET, PHP POST

Module 6: PHP Cookies & PHP Sessions
• PHP Cookie & Session Handling
Module 7: Introduction of Framework
• Installing Laravel
• Artisan CLI (command-line interface)
• Laravel Directory Structure

Module 8: What is Model View Controller?
• MVC Structure
• Route
• Controller

Module 9: Laravel Blade Template Engine
• Master layout in HTML/Bootstrap template
• Displaying Your Template Views
• Adding assets in view pages

Module 10: Security using Authentication
• HTTP Basic Authentication
• Middleware Authentication
• Laravel Guard Authentication
• Create user register and login system Using Auth

Module 11: Laravel Migrations and migrate Table
• PHP Artisan migration command
• How to create a table using a migration

Module 12: Laravel Eloquent ORM
• Eloquent ORM Models
• Eloquent ORM INSERT, READ, UPDATE, DELETE
• Displaying data from models in views

Module 13: PROJECT

Module 1: Software Requirement Specification

• Installing Anaconda Navigator IDE (Python 3.6).
• Setting up class path of Python.
• Text Editor: Visual Studio Code.

Module 2: Basic Programs Handling Data Type

• Running python.
• Python identifier, keywords, comments etc.
• Assigning values to variable.
• Different data types in python.
• Python numbers, strings.

Module 3: Operators and Decision making in python

• Operators in python.
• Decision making in python.
• If elif else statement.
• Break and continue loops.
• While loops with else.
• For loop.

Module 4: Functions in python

• Defining a function with ‘def’ keyword.
• Calling a function in python.
• Pass by value and pass by reference.
• Local vs global variable.
• Modules and packages in python.
• Default argument, keyword argument and arbitrary argument.
• Programs on function.

Module 5: Data Structure in python

• Lists and its different functions.
• List comprehension.
• Dictionary and tuples.
• Set and empty set.
• Pop and push on set.
• Using list as stack.

Module 6: Jupyter Overview

• Implementing Jupyter Notebook.
• Web Application embed Visualization.

Module 7: Machine learning packages in python

• Numpy package.
• Panda package.
• Matplotlib package.
• Sklearn package.

Module 8: Numerical and Computation using packages

• Creating Numpy array and manipulation.
• Indexing and slicing of Numpy array.
• Numpy operations.

Module 9: Python for Data Analysis – panda

• Series, Data frames, Group by, Merging Joining.
• Programs using python data frames.
• Data Manipulation with Panda.

Module 10: Python for Data visualization – Matplotlib

• Data visualization with Matplotlib.
• Scatter Plot, Straight Line Plot.
• Plotting of images.

Module 11: Introduction to Machine Learning using UCI Machine Learning Repository

• What are Features?
• What are Labels?
• Pre-processing of Data (mean max normalization).
• Over fitting and Under fitting of Model.

Module 12: Regression problem

• Linear regression.
• Logistic regression.
• Polynomial regression.

Module 13: Classification Problems

• KNN.
• Naïve Bayes.
• Decision Tree.
• Support Vector Machine.

Module 14: Clustering Problems

• Introduction to Un-Supervised Learning.
• K-Means Clustering.

Module 15: NLP

• Working with Text Data.

Module 16: Project

Module 1: Introduction of IOT

• Introduction of embedded system& IOT
• IOT advantages
• Basic Micro-controller concept
• Embedded system application& IOT
• IOT in Latest Trends
• Embedded c using basic microcontroller

Module 2:Arduino IDE

• Arduino IDE programming with IOT base.
• Interface with Arduino hardware
• Programming with Hardware module interfacing
• Serial communication

Module 3: Read-Write Operation Handling UsningIoT

• Analogread,Analog write
• Digital read, Digital write,
• Analog serial communication
• Wi-fi communication

Module 4: Embedded with Wi-Fi Technology & NodeMCU Module

• Introduction to wireless systems.
• Introduction to Wi-Fi based module.
• String operation in Cloud.
• Introduction to ESP 8266 module.

Module 5: Embedded cloud Technology

• Automatic updates/uploads of sensor value on IP/web.
• Introduction to TCP/IP.
• Real time monitoring of sensors on a particular IP address/server
• Local server handling
• Cloud configuration using Web server
• Blynk server configuration
• ThingSpeak Configuration
• Protocols set with server

Module 6: Raspberry Pi at a glance

• Introduction to Raspberry Pi
• Advantage & Disadvantages of Raspberry Pi.
• Application and Scope of Raspberry Pi
• Different Pi model and importance
• Raspbian OS
• More R Pi supported OS
• Raspbian installation process

Module 7: Interaction with Raspberry Pi

• Language Supported by R Pi
• First Python programming into R pi
• Wifiset up
• R Pi Python Package installation
• Python library
• Interaction with R Pi board using python
• Pin control using python programming
• Different sensor interfacing using cloud configuration

Module 8: Project

Module 1:

Concepts and Theory

• Cyber Ethics and Law & Introduction
• Networking Concepts
• Google Hacking Database
• Information Gathering1
• Footprinting using Google
• Website footprinting
• Email Tracking and Footprinting
• Checking Traffic of Website

Module 2:

LAB SETUP

• VIRTUAL LAB CREATION
• Installation of VMWARE
• Installation of Kali Linux OS and Configuration
• FOOTPRINTING AND RECONNAISSANCE
• Information Gathering2
• Network Scanning and FOOTPRINTING1
• Network Scanning and FOOTPRINTING2
• NETWORK SCANNING USING N MAP

Module 3:

Pentesting on Router

• ROUTER PENTESTING
• Theory and Lab Setup
• Practical Scanning, Enumeration, and Exploiting Router in Multiple Ways

Module 4:

Network Pentesting

• NETWORK PENTESTING
• Lab setup with Windows
• Windows EndPointsPentesting
• Theory and Practical
• BufferOverflow (Theory and Exploitation)

Module 5:

Network Pentesting

• Software Misconfiguration
• RDP Service Exploitation
• Social Engineering Begins(Theory and Practical)
• ATTACK WEAKEST LINK HUMAN
• Introduction to Metasploit
• How Firewall works?
• Exploit it

Module 6:

Network Pentesting& Cyber Security

• Challenge: Level 1: Bypass The Firewall of Windows
• Level 2: Increase The Security
• (BLOCK PORT) and Prevent Hacking
• Break the Updated and Advance above Blocked PORT Security Also.

Module 7:

Social Engineering & Challenges

• Level 3:Increase the Security (BLOCK RANGE OF PORTS) this is advance level security
• Break the LEVEL 3 challenge also
• Level 4: Most advanced security (Block All Ports)
• Break It
• Cyber Crime Study
• Analyse the Attacks
• How NASA was hacked?
• Gary Mckinnon NASA Hack Case Study
• Challenge: Do the same attack in your own virtual lab
• System Hacking Using Social Engineering

Module 8:

METASPOILT-FRAMEWORK

Challenge Continues

• Do the same attack in your own virtual lab
• Celebration of Passing All Challenge
• How Antivirus Works?
• Bypass TOP BRANDED Antiviruses
• INFORMATION GATHERING
• BASIC EXPLOITATION
• Antivirus
• Bypass Antivirus
• Beat Antivirus using Python
• Escalate Privilege
• Post Exploitation with UAC Bypass
• Dump Hashes &Mimikatz
• Remote Network Monitoring
• Windows Sessions, Stations and Desktops
• Keyboard, Mouse Hacking
• Impersonation
• Temper the PAC
• Block Websites using PAC

TEAMVIEWER IS DANGEROUS

GOOGLE CHROME CAN LEAD TO HACK THE SYSTEM

• ANDROID HACKING

Module 9:

Miscellaneous

• Hijack Session Between CtrlC & Ctrl V
• Man In The Middle Attack in Multiple Ways
• CCTV Hacking
• Webcam Hacking And Live Streaming
• HACK Microphone
• DOS ATTACK LIKE PRO AND Network Monitor

Module 10:

WEBAPP PENTESTING

• HACK Social Media Accounts using Phising Attacks
• SQL Injection
• XSS Attack
• JS AND HTML FUN FOR PENTESTERS
• SERVER HACKING

Module 11: REAL LIFE HACKING

 PROJECTS & HACKING TOOLS

Module 1: Basics of Cloud computing

• Basic Idea of Computing and Cloud Computing
• Problems without Cloud Computing
• Advantages and Disadvantage of Cloud Computing
• Business Drivers in Cloud
• Overview of Security Issues
• Types of Cloud Computing
• Cloud Delivery Models

Module 2: Introduction to AWS

• AWS Fundamentals
• AWS Cloud Computing Platform
• Accessing AWS Platform
• Creating AWS Account
• Introduction to AWS Service Modules

Module 3: AWS Compute Services

• AWS EC2
• Launch Linux Instance in AWS
• Launch Windows Instance in AWS
• Installing Webserver in Linux and Windows
• AWS EBS
• Attaching New volume with instances
• Backup and Restore Of volumes
• Creating Own AWS Machine Image

Module 4: AWS Storage Services

• AWS Simple Storage Services
• S3 Accidental Deletion Protection
• Static Website Hosting using Storage Service
• AWS storage Classes
• Lifecycle Policies

Module 5: AWS Database Services

• Introduction to AWS databases
• Creating AWS RDS
• Backup and Restore RDS
• Security of RDS
• Accessibility to RDS
• AWS Dynamo DB

Module 6: AWS Networking Services

• AWS VPC
• VPC Components
• Subnet
• IP Addressing
• Route Table
• Internet Gateway
• Security Groups

Module 7: AWS Identity Management

• Create individual users.
• Manage permissions with groups.
• Grant least privilege.
• Configure a strong password policy.
• Enable MFA for privileged users.
• Use IAM roles for Amazon EC2 instances.
• Use IAM roles to share access.

Module 8: Elastic Load Balancing and Auto Scaling

• Achieve better fault tolerance for your applications
• Automatically load balance containerized applications
• Automatically scale applications
• Using Elastic Load Balancing in your Amazon Virtual Private Cloud (Amazon VPC)
• Invoking Lambda functions over HTTP(S)

Module 9: Introduction to Google Cloud, Digital Ocean & other cloud providers

• DIGITAL OCEAN
• GCP
• OTHER CLOUD PROVIDERS

Module 10: Project

• REAL-TIME PROJECT

Module 1: Machine Learning (A talk with Machines)

• Introduction
• Understanding the theory and concepts of Machine Learning
• Machine Learning Methods
• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Top 8 programming Languages for Machine Learning & Data Science

Module 2: Python (A tour to Python Programming)

• Installation of Anaconda
• Tokens in Python
• Keywords
• Identifiers
• Literals
• Operators
• Strings
• String Methods
• Strings Indexing and Slicing Loop
• List, Tuple, Dictionary, Set Map, Function, Lambda
• Class Programs and Assignments

Module 3: Matrix Manipulation using Numpy

• NumPy Arrays
• Indexing and Selection
• Slicing
• Numpy Operations
• Class Programs and Assignments

Module 4: Data Analysis With Pandas

• Make (Read & Write) CSV Dataset files
• Series & Data Frames
• Missing Data Group by Merging, Joining Concatenating
• Class Programs and Assignments

Module 5: Data-Visualization with-Matplotlib&Seaborn

• What is data visualization?
• Importance of data visualization
• Plotting, Plot, Sub-plot & Special Plot Distribution
• Plots using Seaborn Categorical
• Plots using Seaborn Matrix
• Plots using Seaborn
• Style and Colour using Seaborn
• Class Programs and Assignments

Module 6: Data Processing Using Titanic Dataset

• Reading Data
• Handling Missing Data
• Categorical Data
• Imputation
• Sampling
• Transform data
• Standard Scaler
• Decomposition
• Aggregation
• Splitting Data in Training & Testing Set

Module 7: Basic Statistics and Probability

• Mean, median, mode, variance
• Bayes theorem
• Joint probability distribution
• Basics of Vectors
• Class Programs and Assignments
• Introduction to features selections
• Univariate features selections
• Recursive features selections
• Class program of sklearn Features
• Selection

Module 8: Different types of Learning

• Difference between supervised learning, unsupervised learning, and reinforcement learning
• Famous Algorithms for Data Science and Machine Learning
• Understanding of these Algorithms

Module 9: Algorithm

• Statistics of linear regression
• Linear regression
• Logistic-regression
• k nearest neighbors
• k mean algorithm for clustering
• Statistics of k mean

Module 10: Decision Trees and Ensemble Learning

• Concept of decision trees and random forests
• Decision trees and random forest Bagging, boosting, voting classifier Implementation of bagging, boosting, voting classifier using scikit learn
• Understanding of count vectorizer and Naive Bayes
• Support Vector Machine(SVM)
• SVM using scikit learn
• bias variance trade off errors due to variance
• Understanding the theory of Perceptron and Gradient Descent algorithm along with practical demonstration

Module 11: Deep Learning&Recommendation Engine

• Neural Network
• Convolutional Neural Network
• Back Propagation
• Building recommendation engine using python
• Perceptron and Gradient Descent algorithm

Module 12: Image Processing with OpenCV

• Template Matching
• Corner Detection
• Edge Detection
• Feature Matching
• Project: Face Detection in Image
• Project: Face Detection in Real time

Module 13: NLP &ReinforcementLearning

• Introduction to token and corpus(Practical with demo project)
• Introduction to Reinforcement Learning
• Understanding the concepts of Reinforcement Learning
• Implementation of Reinforcement Learning

Module 14: Artificial Intelligence

• PROJECTS

Module 1: Basic Language Element

• Identifiers, Keywords
• Primitive Data types
• Operators Assignments.

Module 2: Object Oriented Programming

• Class Fundamentals, Object & Object reference
• Constructor & initialization
• Abstract Class & Interfaces
• Defining Methods, Argument Passing Mechanism,
• Method Overloading,
• Dealing with Static Members

Module 3: Extending Classes and Inheritance

• Types of Inheritance in Java
• Role of Constructors
• Overriding Super Class Methods
• Use of “super”

Module 4: Array & String

• Defining an Array, Initializing & Accessing Array
• Defining variable and constant
• Operation on String
• Creating Strings using String Buffer

Module 5: Thread

• Understanding Threads
• Thread Life-Cycle
• Thread Priorities

Module 6: Exception Handling

• Exceptions & Errors
• Types of Exception
• Control Flow In Exceptions

Module 7: Package

• Defining Package
• CLASSPATH Setting for Packages

Module 8: File Handling

• Working with File Object
• File I/O Basics
• Reading and Writing to Files
• Buffer and Buffer Management

Module 9: Project

Module 1: Use of Photoshop Tools

• Use of tools
• Layers
• Filter and Concept about web page size
• Design
• Layout

Module 2: Introduction to HTML & HTML 5

• Html tags
• Table/div
• Forms
• Input
• Events
• Iframe
• Attributes
• Fundamental concepts of html,
• Introduction to adobe dreamweaver / komodo
• Audio/video element implementation
• Create dropdown web menu
• Pixel perfect design

Module 3: Introduction to CSS / CSS2/ CSS3

• Fundamental concepts of CSS
• CSS Properties
• CSS Value
• CSS Syntax
• CSS Comments
• Keyframe Animation
• CSS Parallax

Module 4: XHTML rules, W3C validation & browser compatibility

• Fundamental concepts of XHTML
• XHTML rules
• Validation through W3C live site
• Cross browser compatibility

Module 5:  Basics of JavaScript

• Implementing JavaScript
• Events and Objects
• Form Validation using JavaScript

Module 6:  Implementing JQuery

• JQurey into website
• Basic JQuery
• JQurey Slider
• JQurey CSS
• JQurey Accordian
• JQurey Tabs
• JQurey Parallax

Module 7: Webpage Implementation

• Responsive Technology
• Bootstrap Framework
• PSD to Responsive HTML Creation
• CMS page creation and modification

Module 8: Project

Module 1: Introduction of Laravel PHP Framework

• Installing Laravel
• Artisan CLI (command-line interface)
• Laravel Directory Structure
• Configuring a new Laravel project
• MVC Structure

Module 2: Setting up a sample project in Laravel

• Basic routing and Name routing
• Resource route
• Controller
• Call a controller method from a route
• Passing variables from controllers to views

Module 3: Laravel Blade Template Engine

• Master layout in HTML/Bootstrap template
• HTML Template inheritance
• Displaying Your Template Views
• Loading a view into another view/nested views
• Adding assets in view pages

Module 4: Laravel Authentication & Authorization Concept

• HTTP Basic Authentication
• Middleware Authentication
• Laravel Guard Authentication
• Hashing

Module 5: Laravel Forms Validation and show error message

• Creating Registration form
• Validating user input
• Creating a file uploader
• Validating a file uploader and email and password etc.
• Creating a custom error message using laravel default error method

Module 6: Advanced SQL Queries

• Using Operators
• Grouping Records, Having Clause
• Joining Tables
• Select Record
• Insert Record
• Deleting Record

Module 7: Laravel Migrations and Migrate Table

• Introduction
• Php Artisan migration command
• Migration structure
• How to create a table using a migration
• Laravel migration rollback
• Migrations for our project database
• Database seeding

Module 8: Creating a registration & user login form

• Create user register and login system Using Auth
• Adding Custom Fields to Registration Form

Module 9: Laravel Eloquent ORM

• Eloquent ORM Models
• Table name and primary keys
• Eloquent ORM INSERT, READ,UPDATE, DELETE
• Displaying data from models in views
• Relationship

Module 10: Creating and Using Third-Party Packages

• Introduction
• Downloading and installing packages

Module 11: Using Ajax and jQuery

• Introduction
• Multiple dropdown dependency

Module 12: Create Restful APIs

• Introduction
• Building a Restful API with routes
• Creating crud API

Module 13: Live Project

At the end of module, all students get the expertise to develop an industry standard Laravel application. So, at this stage, we assign live project works to the students.

Module 1: Software Requirement Specification

• Installing Anaconda Navigator IDE (Python 3.6).
• Setting up class path of Python.
• Text Editor: Visual Studio Code.

Module 2: Basic Programs Handling Data Type

• Running python.
• Python identifier, keywords, comments etc.
• Assigning values to variable.
• Different data types in python.
• Python numbers, strings.

Module 3: Operators and Decision making in python

• Operators in python.
• Decision making in python.
• If elif else statement.
• Break and continue loops.
• While loops with else.
• For loop.

Module 4: Functions in python

• Defining a function with ‘def’ keyword.
• Calling a function in python.
• Pass by value and pass by reference.
• Local vs global variable.
• Modules and packages in python.
• Default argument, keyword argument and arbitrary argument.
• Programs on function.

Module 5: Data Structure in python

• Lists and its different functions.
• List comprehension.
• Dictionary and tuples.
• Set and empty set.
• Pop and push on set.
• Using list as stack.

Module 6: Jupyter Overview

• Implementing Jupyter Notebook.
• Web Application embed Visualization.

Module 7: Machine learning packages in python

• Numpy package.
• Panda package.
• Matplotlib package.
• Sklearn package.

Module 8: Numerical and Computation using packages

• Creating Numpy array and manipulation.
• Indexing and slicing of Numpy array.
• Numpy operations.

Module 9: Python for Data Analysis – panda

• Series, Data frames, Group by, Merging Joining.
• Programs using python data frames.
• Data Manipulation with Panda.

Module 10: Python for Data visualization – Matplotlib

• Data visualization with Matplotlib.
• Scatter Plot, Straight Line Plot.
• Plotting of images.

Module 11: Introduction to Machine Learning using UCI Machine Learning Repository

• What are Features?
• What are Labels?
• Pre-processing of Data (mean max normalization).
• Over fitting and Under fitting of Model.

Module 12: Regression problem

• Linear regression.
• Logistic regression.
• Polynomial regression.

Module 13: Classification Problems

• KNN.
• Naïve Bayes.
• Decision Tree.
• Support Vector Machine.

Module 14: Clustering Problems

• Introduction to Un-Supervised Learning.
• K-Means Clustering.

Module 15: NLP

• Working with Text Data.

Module 16: Project

Module 1:

Concepts and Theory

• Cyber Ethics and Law & Introduction
• Networking Concepts
• Google Hacking Database
• Information Gathering1
• Footprinting using Google
• Website footprinting
• Email Tracking and Footprinting
• Checking Traffic of Website

Module 2:

LAB SETUP

• VIRTUAL LAB CREATION
• Installation of VMWARE
• Installation of Kali Linux OS and Configuration
• FOOTPRINTING AND RECONNAISSANCE
• Information Gathering2
• Network Scanning and FOOTPRINTING1
• Network Scanning and FOOTPRINTING2
• NETWORK SCANNING USING N MAP

Module 3:

Pentesting on Router

• ROUTER PENTESTING
• Theory and Lab Setup
• Practical Scanning, Enumeration, and Exploiting Router in Multiple Ways

Module 4:

Network Pentesting

• NETWORK PENTESTING
• Lab setup with Windows
• Windows EndPointsPentesting
• Theory and Practical
• BufferOverflow (Theory and Exploitation)

Module 5:

Network Pentesting

• Software Misconfiguration
• RDP Service Exploitation
• Social Engineering Begins(Theory and Practical)
• ATTACK WEAKEST LINK HUMAN
• Introduction to Metasploit
• How Firewall works?
• Exploit it

Module 6:

Network Pentesting& Cyber Security

• Challenge: Level 1: Bypass The Firewall of Windows
• Level 2: Increase The Security
• (BLOCK PORT) and Prevent Hacking
• Break the Updated and Advance above Blocked PORT Security Also.

Module 7:

Social Engineering & Challenges

• Level 3:Increase the Security (BLOCK RANGE OF PORTS) this is advance level security
• Break the LEVEL 3 challenge also
• Level 4: Most advanced security (Block All Ports)
• Break It
• Cyber Crime Study
• Analyse the Attacks
• How NASA was hacked?
• Gary Mckinnon NASA Hack Case Study
• Challenge: Do the same attack in your own virtual lab
• System Hacking Using Social Engineering

Module 8:

METASPOILT-FRAMEWORK

Challenge Continues

• Do the same attack in your own virtual lab
• Celebration of Passing All Challenge
• How Antivirus Works?
• Bypass TOP BRANDED Antiviruses
• INFORMATION GATHERING
• BASIC EXPLOITATION
• Antivirus
• Bypass Antivirus
• Beat Antivirus using Python
• Escalate Privilege
• Post Exploitation with UAC Bypass
• Dump Hashes &Mimikatz
• Remote Network Monitoring
• Windows Sessions, Stations and Desktops
• Keyboard, Mouse Hacking
• Impersonation
• Temper the PAC
• Block Websites using PAC

TEAMVIEWER IS DANGEROUS

GOOGLE CHROME CAN LEAD TO HACK THE SYSTEM

• ANDROID HACKING

Module 9:

Miscellaneous

• Hijack Session Between CtrlC & Ctrl V
• Man In The Middle Attack in Multiple Ways
• CCTV Hacking
• Webcam Hacking And Live Streaming
• HACK Microphone
• DOS ATTACK LIKE PRO AND Network Monitor

Module 10:

WEBAPP PENTESTING

• HACK Social Media Accounts using Phising Attacks
• SQL Injection
• XSS Attack
• JS AND HTML FUN FOR PENTESTERS
• SERVER HACKING

Module 11: REAL LIFE HACKING

 PROJECTS & HACKING TOOLS

Module 1: Basics of Cloud computing

• Basic Idea of Computing and Cloud Computing
• Problems without Cloud Computing
• Advantages and Disadvantage of Cloud Computing
• Business Drivers in Cloud
• Overview of Security Issues
• Types of Cloud Computing
• Cloud Delivery Models

Module 2: Introduction to AWS

• AWS Fundamentals
• AWS Cloud Computing Platform
• Accessing AWS Platform
• Creating AWS Account
• Introduction to AWS Service Modules

Module 3: AWS Compute Services

• AWS EC2
• Launch Linux Instance in AWS
• Launch Windows Instance in AWS
• Installing Webserver in Linux and Windows
• AWS EBS
• Attaching New volume with instances
• Backup and Restore Of volumes
• Creating Own AWS Machine Image

Module 4: AWS Storage Services

• AWS Simple Storage Services
• S3 Accidental Deletion Protection
• Static Website Hosting using Storage Service
• AWS storage Classes
• Lifecycle Policies

Module 5: AWS Database Services

• Introduction to AWS databases
• Creating AWS RDS
• Backup and Restore RDS
• Security of RDS
• Accessibility to RDS
• AWS Dynamo DB

Module 6: AWS Networking Services

• AWS VPC
• VPC Components
• Subnet
• IP Addressing
• Route Table
• Internet Gateway
• Security Groups

Module 7: AWS Identity Management

• Create individual users.
• Manage permissions with groups.
• Grant least privilege.
• Configure a strong password policy.
• Enable MFA for privileged users.
• Use IAM roles for Amazon EC2 instances.
• Use IAM roles to share access.

Module 8: Elastic Load Balancing and Auto Scaling

• Achieve better fault tolerance for your applications
• Automatically load balance containerized applications
• Automatically scale applications
• Using Elastic Load Balancing in your Amazon Virtual Private Cloud (Amazon VPC)
• Invoking Lambda functions over HTTP(S)

Module 9: Introduction to Google Cloud, Digital Ocean & other cloud providers

• DIGITAL OCEAN
• GCP
• OTHER CLOUD PROVIDERS

Module 10: Project

• REAL-TIME PROJECT

Module 1: Machine Learning (A talk with Machines)

• Introduction
• Understanding the theory and concepts of Machine Learning
• Machine Learning Methods
• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Top 8 programming Languages for Machine Learning & Data Science

Module 2: Python (A tour to Python Programming)

• Installation of Anaconda
• Tokens in Python
• Keywords
• Identifiers
• Literals
• Operators
• Strings
• String Methods
• Strings Indexing and Slicing Loop
• List, Tuple, Dictionary, Set Map, Function, Lambda
• Class Programs and Assignments

Module 3: Matrix Manipulation using Numpy

• NumPy Arrays
• Indexing and Selection
• Slicing
• Numpy Operations
• Class Programs and Assignments

Module 4: Data Analysis With Pandas

• Make (Read & Write) CSV Dataset files
• Series & Data Frames
• Missing Data Group by Merging, Joining Concatenating
• Class Programs and Assignments

Module 5: Data-Visualization with-Matplotlib&Seaborn

• What is data visualization?
• Importance of data visualization
• Plotting, Plot, Sub-plot & Special Plot Distribution
• Plots using Seaborn Categorical
• Plots using Seaborn Matrix
• Plots using Seaborn
• Style and Colour using Seaborn
• Class Programs and Assignments

Module 6: Data Processing Using Titanic Dataset

• Reading Data
• Handling Missing Data
• Categorical Data
• Imputation
• Sampling
• Transform data
• Standard Scaler
• Decomposition
• Aggregation
• Splitting Data in Training & Testing Set

Module 7: Basic Statistics and Probability

• Mean, median, mode, variance
• Bayes theorem
• Joint probability distribution
• Basics of Vectors
• Class Programs and Assignments
• Introduction to features selections
• Univariate features selections
• Recursive features selections
• Class program of sklearn Features
• Selection

Module 8: Different types of Learning

• Difference between supervised learning, unsupervised learning, and reinforcement learning
• Famous Algorithms for Data Science and Machine Learning
• Understanding of these Algorithms

Module 9: Algorithm

• Statistics of linear regression
• Linear regression
• Logistic-regression
• k nearest neighbors
• k mean algorithm for clustering
• Statistics of k mean

Module 10: Decision Trees and Ensemble Learning

• Concept of decision trees and random forests
• Decision trees and random forest Bagging, boosting, voting classifier Implementation of bagging, boosting, voting classifier using scikit learn
• Understanding of count vectorizer and Naive Bayes
• Support Vector Machine(SVM)
• SVM using scikit learn
• bias variance trade off errors due to variance
• Understanding the theory of Perceptron and Gradient Descent algorithm along with practical demonstration

Module 11: Deep Learning&Recommendation Engine

• Neural Network
• Convolutional Neural Network
• Back Propagation
• Building recommendation engine using python
• Perceptron and Gradient Descent algorithm

Module 12: Image Processing with OpenCV

• Template Matching
• Corner Detection
• Edge Detection
• Feature Matching
• Project: Face Detection in Image
• Project: Face Detection in Real time

Module 13: NLP &ReinforcementLearning

• Introduction to token and corpus(Practical with demo project)
• Introduction to Reinforcement Learning
• Understanding the concepts of Reinforcement Learning
• Implementation of Reinforcement Learning

Module 14: Artificial Intelligence

• PROJECTS

Module 1: Use of Photoshop Tools

• Use of tools
• Layers
• Filter and Concept about web page size
• Design
• Layout

Module 2: Introduction to HTML & HTML 5

• Html tags
• Table/div
• Forms
• Input
• Events
• Iframe
• Attributes
• Fundamental concepts of html,
• Introduction to adobe dreamweaver / komodo
• Audio/video element implementation
• Create dropdown web menu
• Pixel perfect design

Module 3: Introduction to CSS / CSS2/ CSS3

• Fundamental concepts of CSS
• CSS Properties
• CSS Value
• CSS Syntax
• CSS Comments
• Keyframe Animation
• CSS Parallax

Module 4: XHTML rules, W3C validation & browser compatibility

• Fundamental concepts of XHTML
• XHTML rules
• Validation through W3C live site
• Cross browser compatibility

Module 5:  Basics of JavaScript

• Implementing JavaScript
• Events and Objects
• Form Validation using JavaScript

Module 6:  Implementing JQuery

• JQurey into website
• Basic JQuery
• JQurey Slider
• JQurey CSS
• JQurey Accordian
• JQurey Tabs
• JQurey Parallax

Module 7: Webpage Implementation

• Responsive Technology
• Bootstrap Framework
• PSD to Responsive HTML Creation
• CMS page creation and modification

Module 8: Project

C Programming

Module 1: Basic Structure of C Programming

• Keywords in C
• Identifiers in C
• Format Specifiers
• Format Specifiers Examples
• Data Types in C Language

Module 2: Introduction to Data Types in C

• Int Data Type in C
• Float Data Type in C
• Double Data Type in C
• Char Data Type in C

Module 3: Variable in C Language

• Variable Introduction in C
• Variable Declaration and Initialization
• Variable types and Scope in C
• Local Variable in C
• Static Variable in C
• Global variables in C
• Storage Class in C
• Constant in C Language
• Constants in C

Module 4: Operators and Enums in C Language

• Introduction to Operator
• Operator Precedance

Module 5: Decision Making of C Language

• If Statement
• If-else Statement
• Nested if Statement
• If else if Ladder
• Switch case

Module 6: Loop control in C Language

• Loop Introduction in C
• While loop in C
• Do while Loop In C
• For Loop in C
• Control Flow in C Programming
• Break Statement in C
• Continue Statement in C
• GotoStatement in C

Module 7: Array in C Language

• Single Dimensional Array
• Multi-Dimensional Array in C

Module 8: Function in C Language

• Function in C
• Function Calling in C
• Return type in Function
• Call by Value in C
• User Define Function
• Predefined Functions

Module 9: String functions in C

• strcat() function
• strncat() function
• strcpy() function
• strncpy() function
• strlen() function
• strcmp() function
• strcmpi() function

Module 10: Recursion in c

• Introduction to Recursion
• Direct and Indirect Recursion

Module 11: Pointer in C Language

• Pointer in C
• Pointer Expressions and Arithmetic
• Pointer and Array
• Strings as pointers
• Pointer to Function
• Call by Reference in C

Module 12: Structure in C Language

• Structure in C
• Nested Structure in C
• Array of Structures in C
• Pointer to Structure
• Structure to Function in C
• Typedefin C

Module 13: Introduction to File

• File Operation in c
• Dynamic Memory Allocation
• Introduction to DMA
• Calloc() and free() function
• Realloc() and free() function

Module 14: C Pre-processor

• Introduction about Pre-processor
• Command Line Arguments

C++ Programming 

Module 1: Classes in C++

• Defining Classes in C++
• Classes and Encapsulation
• Member Functions
• Instantiating and Using Classes
• Using Constructors
• Multiple Constructors and Initialization Lists
• Using Destructors to Destroy Instances
• Friendship

Module 2: Operator Overloading

• Operator Overloading
• Working with Overloaded Operator Methods

Module 3: Initialization and Assignment

• Initialization vs. Assignment
• The Copy Constructor
• Assigning Values
• Specialized Constructors and Methods
• Constant and Static Class Members

Module 4: Storage Management

• Memory Allocation
• Dynamic Allocation: new and delete

Module 5: Inheritance

• Overview of Inheritance
• Defining Base and Derived Classes
• Constructor and Destructor Calls

Module 6: Polymorphism

• Overview of Polymorphism

Module 7: Input and Output in C++ Programs

• Standard Streams
• Manipulators
• Unformatted Input and Output
• File Input and Output

Module 8: Exceptions

• Exceptions
• Inheritance and Exceptions
• Exception Hierarchies
• Inside an Exception Handler

Module 9: Templates

• Template Overview
• Customizing a Templated Method
• Standard Template Library Containers

Module 10:  Virtual and Pure Virtual Function

Module 11: Project

Module 1: Installing Python and Setting up the Development Environment

• Downloading Python and Installing
• Downloading Eclipse and PyDev
• Introduction to different IDE and Editors for Python
• Installing Anaconda Navigator
• Hands on to Jupyter Notebook

Module 2: Basic programs handling Data type

• Running python
• Python identifier, keywords, comments etc
• Assigning values to variable
• Different data types in python
• Python numbers, strings

Module 3: Operators and Decision making in python

• Operators in python
• Decision making in python
• If elif statements
• Loops
• While loop and for loop
• Break and continue
• In, is keywords

Module 4: Functions in python-

• Defining a function with ‘def’ keyword
• Calling a function in python
• Pass by value and pass by reference
• Pass by object reference
• Local vs global variable
• Modules and packages in python
• Default argument, keyword argument and arbitrary argument
• Programs on function

Module 5: Dictionaries

• Introduction
• Accessing values in dictionaries
• Working with dictionaries
• Properties
• Functions

Module 6: Data structures in python

• Creating a list in python
• Different types of list operations
• Difference between list and tuple
• Understanding the concepts of sets
• Programs involving above data structures

Module 7: String in Python

• String Formatting Operator
• Built-in String Methods

Module 8: Object and Classes in python

• Introduction to the concepts of OOP
• Declaration of a class
• Basic properties, constructor
• Self, super keywords
• Creating object of a class
• Importing a custom class
• Programs involving classes
• Iterators
• Generators

Module 9: Regular expressions

• Match function
• Search function
• Matching VS Searching
• Modifiers
• Patterns

Module 10: Exceptions

• What is Exception?
• Handling an Exception
• The except Clause with No
• Exceptions
• The except Clause with Multiple
• Exceptions
• The try-finally Clause
• Argument of an Exception
• Raising an Exception
• User-Defined Exceptions

Module 11: File-Handling in python-

• Handling different types of file
• Opening a text file and a binary file
• Different modes of opening a file
• Reading and writing to a file
• Operations using file-handling

Module 12: Multithreading

• Thread
• Starting a thread
• Threading module
• Synchronizing threads
• Multithreaded Priority

Module 13: Building a Desktop based Application using Databases

• Introduction to sqlite3 or MySQL
• Database Connection
• Creating Database Table
• INSERT Operation
• SELECT Operation
• UPDATE Operation
• DELETE Operation
• Disconnecting Database
• Handling Errors

Module 14: Python Library

• NumPy: deal with the scientific task
• SciPy: deal with linear algebra, optimization, integration, and statistics
• Pandas: deal with Data Frame
• Matplotlib: deal with Graph Visualization

Module 15: Web Scraping

• Web Scraping using Beautiful Soup
• Data Manipulation using Get Requests

Module 16: Introduction to GUI Programming in python-

• Understanding the tkinter module.
• Structure of a tkinter program.
• Tkinter window, frame.
• Tkinter layout geometry.
• Pack, Grid, Place layout managers.
• Different types of widget classes in tkinter.
• Labels, Buttons, Entries in tkinter.
• Implementation of Listbox widget.

Module 17: Web PROGRAMMING

• Web Server Support and Configuration.
• Web page design using HTML and CSS.
• GET and POST Methods.
• Passing Information using GET method.

Module 18: Project (Specimen Topics)

Module 1: Installing Python and Setting up the Development Environment

• Downloading Python and Installing
• Downloading Eclipse and PyDev
• Introduction to different IDE and Editors for Python
• Installing Anaconda Navigator
• Hands on to Jupyter Notebook

Module 2: Basic programs handling Data type

• Running python
• Python identifier, keywords, comments etc
• Assigning values to variable
• Different data types in python
• Python numbers, strings

Module 3: Operators and Decision making in python

• Operators in python
• Decision making in python
• If elif statements
• Loops
• While loop and for loop
• Break and continue
• In, is keywords

Module 4: Functions in python-

• Defining a function with ‘def’ keyword
• Calling a function in python
• Pass by value and pass by reference
• Pass by object reference
• Local vs global variable
• Modules and packages in python
• Default argument, keyword argument and arbitrary argument
• Programs on function

Module 5: Dictionaries

• Introduction
• Accessing values in dictionaries
• Working with dictionaries
• Properties
• Functions

Module 6: Data structures in python

• Creating a list in python
• Different types of list operations
• Difference between list and tuple
• Understanding the concepts of sets
• Programs involving above data structures

Module 7: String in Python

• String Formatting Operator
• Built-in String Methods

Module 8: Object and Classes in python

• Introduction to the concepts of OOP
• Declaration of a class
• Basic properties, constructor
• Self, super keywords
• Creating object of a class
• Importing a custom class
• Programs involving classes
• Iterators
• Generators

Module 9: Regular expressions

• Match function
• Search function
• Matching VS Searching
• Modifiers
• Patterns

Module 10: Exceptions

• What is Exception?
• Handling an Exception
• The except Clause with No
• Exceptions
• The except Clause with Multiple
• Exceptions
• The try-finally Clause
• Argument of an Exception
• Raising an Exception
• User-Defined Exceptions

Module 11: File-Handling in python-

• Handling different types of file
• Opening a text file and a binary file
• Different modes of opening a file
• Reading and writing to a file
• Operations using file-handling

Module 12: Multithreading

• Thread
• Starting a thread
• Threading module
• Synchronizing threads
• Multithreaded Priority

Module 13: Building a Desktop based Application using Databases

• Introduction to sqlite3 or MySQL
• Database Connection
• Creating Database Table
• INSERT Operation
• SELECT Operation
• UPDATE Operation
• DELETE Operation
• Disconnecting Database
• Handling Errors

Module 14: Python Library

• NumPy: deal with the scientific task
• SciPy: deal with linear algebra, optimization, integration, and statistics
• Pandas: deal with Data Frame
• Matplotlib: deal with Graph Visualization

Module 15: Web Scraping

• Web Scraping using Beautiful Soup
• Data Manipulation using Get Requests

Module 16: Introduction to GUI Programming in python-

• Understanding the tkinter module.
• Structure of a tkinter program.
• Tkinter window, frame.
• Tkinter layout geometry.
• Pack, Grid, Place layout managers.
• Different types of widget classes in tkinter.
• Labels, Buttons, Entries in tkinter.
• Implementation of Listbox widget.

Module 17: Web PROGRAMMING

• Web Server Support and Configuration.
• Web page design using HTML and CSS.
• GET and POST Methods.
• Passing Information using GET method.

Module 18: Project (Specimen Topics)