Introduction to Programming

• Understanding Programming
• Basics of Computer Programs

Building Logic

• Fundamentals of Logical Thinking
• Basic Logic Structures

Overview of Computer Languages

• High-Level vs. Low-Level Languages
• Popular Programming Languages
• Introduction to Syntax

Introduction to Operating Systems

• What is an Operating System?
• Types of Operating Systems
• Interaction Between Programs and OS

Introduction to Flowcharts

• Basics of Flowcharts
• Creating Flowcharts

Algorithm & pseudo-code

• What is an Algorithm?
• What is a pseudocode

Advanced Flowchart Concepts

• Complex Flowchart Structures
• Flowchart Best Practices

Integration of Logic and Flowcharts

• Translating Flowcharts to Code

Practical Exercises

1. Introduction to C Programming
2. Program Structure
3. Basic Syntax
4. C Variables Data Types
5. Constants and Literals
6. Storage Classes
7. Operators
8. Decision Making
9. Functions
10. Arrays
11. Pointers
12. Structure
13. Unions
14. Typedef
15. Input and Output
16. File I/O
17. Command Line Arguments
18. Error Handling
19. Memory Management

1. Introduction to C++
2. C++ Basic Syntax
3. C++ Data Types
4. Variables and Its Scope
5. Constants and Literals
6. Modifiers
7. Storage Classes
8. Operators
9. Loops Types
10. Decision Making
11. Numbers
12. Arrays, String
13. Pointers, References
14. Date & Time
15. Basic Input and Output
16. Data Structures
17. OOPs Concepts with C++
18. Files & Streams
19. Exception Handling
20. Dynamic Memory Allocation
21. Name spacing in C++
22. Templates, Pre-processor
23. Multi-Threading

Fundamentals of Object-Oriented Programming

• Classes and Objects
  • Defining classes and objects with real-world analogies
  • Syntax for creating classes and objects
  • Examples: creating and using classes and objects in a simple program
• Member Variables
  • Exploring instance variables and their scope
  • Practical examples of defining and using instance variables

Variables and Functions in OOP

• Static Variables
  • Understanding static variables and their scope
  • Examples: defining and using static variables in classes
• Local Variables and Object Functions
  • Defining local variables and understanding their scope
  • Object functions: syntax and usage
  • Examples: writing methods within a class and using them

Access Specifiers

• Access Specifiers Overview
  • Detailed explanation of private, protected, public, and default/internal specifiers
  • Syntax and usage in different OOP languages
• Practical Examples
  • Implementing access specifiers in a class
  • Examples: scenarios demonstrating the appropriate use of each specifier

Core Concepts of OOP

• Basis Characteristics of OOP
  • Encapsulation: hiding internal state and requiring all interaction to be performed through an object’s methods
  • Inheritance: creating new classes from existing ones
  • Polymorphism: methods to do different things based on the object it is acting upon
  • Abstraction: focusing on essential qualities rather than specific characteristics
• Deep Dive into Abstraction
  • Understanding abstraction in depth
  • Examples: using abstract classes and methods in OOP

Advanced Concepts of OOP

• Interfaces
  • Defining and understanding interfaces
  • Differences between interfaces and abstract classes
  • Syntax and implementation in various OOP languages
• Practical Use of Interfaces
  • Implementing interfaces in classes
  • Examples: real-world scenarios and use cases for interfaces
    
    

Organizing Code in OOP

• • Packages and Namespaces
    • Definition and purpose of using packages/namespaces
    • Organizing classes and code into packages
    • Syntax and examples in different OOP languages
  • Practical Examples
    • Creating and using packages/namespaces in a project
    • Examples: importing classes

• Introduction to data structures
• Arrays and linked lists
• Stacks and queues
• Hashing and hash tables
• Trees, heaps and priority queues
• Graphs
• Searching and sorting algorithms
• Recursion and backtracking
• Greedy algorithms
• Graph and string algorithms

Introduction to the Web

• Weaving the World Wide Web
• Web-Introduction & Internet-Based Services
• Introduction to WWW
• Client-Server Architecture

HTML Basics

• HTML Structure
• Page Information
• HTML Tags, Attributes and Elements
• First Web Page: Hello World!
• Text Formatting Tags
• Block Elements
• Document Structure
• Format Tags

Advanced HTML

• Image Tag
• Anchor Tag
• Lists
• Table Structure
• HTML5 Forms
• HTML Semantic Elements
• Multimedia

Advanced HTML5

• • HTML5 Canvas & Graphics
  • HTML5 Geolocation

CSS Basics

• Introduction to CSS
• Introduction to Selectors
• Combinator Selectors
• Combinator Selectors
• Pseudo-elements Selectors
• Attribute Selectors
• CSS Lists & Tables

CSS Properties

• Text Properties
• CSS Unit Types
• Box Properties
• Shadow Properties
• Background Properties
• Float and Clear
• Position Properties
• Display Properties

Responsive Design

• What is a Responsive Page?
• Meta Viewport
• Media Queries
• Responsive Images
• Flexbox Layout
• Grid Layout

Advanced CSS

• CSS3 2D & 3D Transforms
• CSS3 Transitions & Animations
• CSS3 Multiple Columns
• CSS3 User Interface

Project and Assignment

·         Introduction to JavaScript

·         JavaScript Basics

·         Control Flow

·         Arrays

·         Functions

·         Objects

·         Built-in Objects

·         Error Handling

·         JavaScript OOP

·         ES6 Features

·         Browser Object Model (BOM)

·         Document Object Model (DOM)

·         Event Handling

·         Modules and Collections

·         Modern JavaScript

·         Asynchronous JavaScript

·         Web APIs

·         Projects and assignments

Project and Assignment

Introduction to TypeScript

• What is TypeScript?
• Getting Started with TypeScript

Basic Concepts

• Type Annotations
• Variables and Constants
• Functions

Object-Oriented Programming

• Abstraction
• Encapsulation
• Inheritance
• Polymorphism

Advanced Types

• Interfaces and Type Aliases
• Classes and Objects
• Generics

Advanced Features

• Enums
• Modules
• Namespaces
• Decorators

Error Handling

Design Patterns

Project and Assignment

Introduction to jQuery

• Overview of jQuery
• Setting Up jQuery

Basic Concepts

• Understanding the jQuery Syntax
• The Document Ready Event

Selecting Elements with jQuery

DOM Manipulation

• Getting and Setting Content
• Manipulating CSS
• DOM Insertion, Around, and Removal

Event Handling

• jQuery Event Methods
• Common Events
• Event Delegation
• Event Object

Effects and Animations

• Showing and Hiding Elements
• Fading Elements
• Sliding Elements
• Custom Animations
• Stopping Animations

AJAX with jQuery

• Introduction to AJAX
• The $.ajax() Method
• Simplified AJAX Methods
• Handling JSON Data
• Working with Forms and AJAX
• Handling AJAX Errors

Traversing the DOM

• Traversing Up, Down, and Sideways
• Filtering
• Chaining Methods

jQuery Utilities

• Working with Data
• Miscellaneous Utilities

Plugins

• Understanding jQuery Plugins
• Using jQuery UI
• Other Popular Plugins

Advanced Topics

• Deferred Objects and Promises
• Custom Events
• Namespaced Events
• Optimizing jQuery Performance

Project and Assignment

·         Introduction to Bootstrap

• • Overview of Bootstrap

  • Installation Methods

·         Container

·         Grid System

·         Height & Width

·         Borders

·         Padding

·         Margin

·         Text

·         Color

·         Background

·         Images

·         Buttons

·         Pagination

·         Card

·         Dropdown

·         Navbar

·         Carousel

·         Flex

·         Forms

Projects And Assignment

• Introduction to ReactJS
• Core Concepts
• Features of ReactJS
• Installation
• Creating a React Application
• Adding ReactJS to an Existing Website
• Creating Our First Function-Based Components
• JSX
• Create React App
• Tree Reconciliation
• Components, Props, and State
• Styling Components
• Debugging React Apps
• React Component Lifecycle
• React Hooks
• React Components
• React Material UI
• New Features of React 18
• Displaying Components
• Event Management
• State Management
• HTTP Client Programming
• Form Programming
• Handling Side-Effects
• Projects: Building an E-Commerce Application
• React Router and Routing
• Handling Forms in React
• Redux
• Animation
• CLI Commands
• GitHub Card List App
• React Context & Reducers
• Handling Errors in React
• Memoization
• Testing in React
• Server-side Rendering with React
• Webpack Primer
• React Building & Deployment – Vercel/Netlify

Projects And Assignment

• Introduction to Angular
• Prerequisites
• Walkthrough of Sample Project
• Angular Installation & Setting Up Environment
• Anatomy of Angular Application
• Angular Components
• What is an Angular Module?
• Understanding Metadata
• Creating Feature Module
• Components Lifecycle – 8 Hooks
• Component Communication
• Data Binding
• Pipes & Strong Typing
• Directives
• Using Services & Dependency Injection
• RxJS & Calling API
• Routing and Navigation
• Creating Shared and Routing Modules
• Angular Forms
• Angular Signals
• Building & Deploying with CLI

• Introduction to Python
• Syntax & Data Types
• Variables
• Operators
• Conditional Statement
• Loops
• Functions
• Date and Time
• Arrays
• Packages & Modules
• Anonymous Function
  • Lambda Function
  • Filter, Map, Reduce
• File Operation
• Data Structure
  • Lists
  • Tuples
  • Dictionaries
  • Sets
  • String
  • List, Dictionary, and Set Comprehensions
• OOPs in python
  • Class, Object, Method
  • Abstraction, Inheritance, Encapsulation, Polymorphism
  • Method Overloading and Overriding
  • Constructor and destructor
  • Interface
• File Handling
• Exception and Error Handling
• Multithreading
• Python I/O
• Python Regular Expression
• Standard Library
• File Manipulation
• Web Scraping
• Python GUI
• Python Libraries
• Advanced Topics
  • Iterators and Generators
  • Decorators
  • Context Managers
  • Metaprogramming

Projects and Assignments

• Introduction to Django
• Django Installing and Configuration
• Django Integration with Python
• Django Basics
• MVC Overview
• Introduction REST and API
• Introduction RESTful web services
• Difference between Django and REST API
• REST API pre-requisites
• REST API Configuration and Installation
• Django Models
• Django Admin
• Django Admin Interface
• Django Views
• Django Templates
• Django Forms
• Django URL Routing
• URL mapping
• Django Authentication
• Django Middleware
• Django REST Framework (DRF)
• DRF Advantage and Constraints
• Serialization and Deserialization
• Authorization and Authorization
• Static Files
• JSON and XML
• Cookies Handling
• Session Handling
• Testing in Django
• Django Channels
• Django Security
• Django Performance Optimization
• Deploying Django Applications
• Advanced Django Topics

Projects And Assignment

• MySQL

  • Introduction to SQL and MySQL
  • What is SQL?
  • Understanding an RDBMS
  • Introduction to MySQL
  • MySQL Setup & Installation
  • Understanding Databases and Tables
  • Databases
  • Tables, Rows, and Columns
  • Records and Fields
  • Data Types and Basic SQL Commands
  • Crafting SQL Databases and Table Operations
  • Table Creation and Structure
  • Constraints
  • Querying Data and Operators
  • Querying Data
  • Operators
  • Using ORDER BY, DISTINCT, and LIMIT/TOP
  • Understanding NULL
  • Advanced SQL Functions and Grouping
  • Built-in Functions
  • GROUP BY and HAVING Clause
  • Joins, Sub-queries, and Views
  • SQL Injection
  • Advanced MySQL Features
  • Stored Procedures and Functions
  • Triggers
  • Indexing
  • Transactions

  PostgreSQL

  • Introduction to Databases
    • Overview of SQL vs. NoSQL
    • Introduction and installation of PostgreSQL
  • Getting Started with PostgreSQL
    • Connecting to PostgreSQL
    • Basic SQL commands (SELECT, INSERT, UPDATE, DELETE)
  • Database Design and Modelling
    • Database design principles
    • Schemas, tables, relationships
    • Primary and foreign keys
    • Normalization
  • Advanced SQL and Query Optimization
    • Joins (INNER, LEFT, RIGHT, FULL)
    • Subqueries and nested queries
  • Common Table Expressions (CTEs)
  • Window functions
  • Indexing and query optimization
  • PostgreSQL Functions and Procedures
    • User-defined functions
    • PL/pgSQL programming
    • Triggers
  • Working with JSON and JSONB
    • Storing and querying JSON data
    • JSON vs. JSONB
    • Indexing JSON data
  • Database Administration and Maintenance
    • User management and roles
    • Permissions and security
    • Backup and restore
    • Maintenance tasks (VACUUM, ANALYZE)
  • Transactions and Concurrency Control
    • ACID properties
    • Transaction management
    • Isolation levels
    • Handling deadlocks
  • Connecting PostgreSQL with Python
    • Using psycopg2
    • CRUD operations
    • Parameterized queries
    • SQLAlchemy ORM
  • Advanced Topics
    • Partitioning and sharding
    • Full-text search
    • Arrays and composite types
    • PostGIS for geospatial data

• Introduction to NoSQL
• What is NoSQL?
• Types of NoSQL databases
• Difference between SQL and NoSQL
• Introduction to MongoDB
• What is MongoDB?
• Features and benefits of MongoDB
• MongoDB architecture and components
• Installing MongoDB
• Data Types and MongoDB Basics
• Data Types in MongoDB
• Using MongoDB Shell
• CRUD Operations in MongoDB
• Performing CRUD operations
• Advanced CRUD Operations
• Aggregates in MongoDB
• Introduction to Aggregates
• Common aggregation stages
• Using Aggregation Operators
•  

• Introduction to Software Testing
• Testing Principles and Processes
• Types of Testing
• Unit Testing with JUnit
• Integration Testing
• Test Automation in Java
• Testing REST API using Postman
• Test-Driven Development (TDD) in Java
• Performance Testing in Java Applications
• Security Testing in Java Applications
• Continuous Integration and Delivery (CI/CD) for Testing

• Cloud Foundation and Global Infrastructure
• AWS Global Infrastructure
• Billing and Cost Management
• Security
• Networking and Content Delivery
• Compute Service
• Storage Services

• Introduction to Version Control and Git
• Working with Branches
• Remote Repositories and GitHub Basics
• Collaboration with GitHub
• Advanced Git Concepts
• Git Tools and Customization
• Continuous Integration and Deployment
• GitHub Advanced Features
• Best Practices and Troubleshooting

• Introduction to Monolith Architecture
• Monolith Application Deployment Process
• Introduction to Load Balancing
• Drawbacks of Monolith Architecture
• Introduction to Microservices
• Advantages and Disadvantages of Microservices
• Case Study: Microservices Implementation
• Identifying Microservices Boundaries
• Microservices Architecture
• Microservices Development
• Advanced Microservices Topics

• Fundamentals of DevOps
• DevOps Principles and Automation Tools
• Configuration Management with Ansible
• Linux Fundamentals
• Bash Scripting Basics
• DevOps Project: Hosting a Website

• Introduction to Docker
• Container Orchestration with Kubernetes
• CI/CD in AWS: Overview and CodeCommit
• AWS CI/CD Tools
• Fundamentals of DevOps
• DevOps Principles and Automation Tools
• Configuration Management with Ansible
• Linux Fundamentals
• Bash Scripting Basics
• DevOps Project: Hosting a Website
• Container Orchestration with Kubernetes
• CI/CD in AWS: Overview and CodeCommit
• AWS CI/CD Tools

• Introduction to Agile
• Introduction to Scrum
• Scrum Roles and Responsibilities
• Scrum Artifacts
• Scrum Events in Detail
• Advanced Scrum Practices
• Agile Planning and Estimation
• Agile Testing and Quality Assurance
• Agile Tools and Technologies

• Projects And Assignment