Course Syllabus & Roadmap

Complete module-by-module breakdown of every course — what you'll learn, in what order, and how long each topic takes. Know exactly what you're signing up for.

Roadmap

AI & ML Roadmap — From Beginner to Job-Ready

3 Months Beginner → Intermediate Certificate Included 100% Placement
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01

Foundations of AI & Python

Week 1-2
  • What is Artificial Intelligence?
  • AI vs ML vs Deep Learning
  • Setting up Python for AI
  • NumPy & Pandas basics
  • Jupyter Notebook workflow
02

Prompt Engineering

Week 3-4
  • Prompt design principles
  • ChatGPT, Claude, Gemini usage
  • Zero-shot, few-shot, chain-of-thought
  • Role prompting & system prompts
  • Real-world prompt templates
03

Machine Learning Basics

Week 5-7
  • Supervised vs Unsupervised Learning
  • Linear & Logistic Regression
  • Decision Trees & Random Forest
  • Model training, testing, validation
  • scikit-learn hands-on project
04

Deep Learning & Neural Networks

Week 8-10
  • Neural network architecture
  • Activation functions
  • Introduction to TensorFlow / PyTorch
  • Image classification project
  • NLP basics with transformers
05

Capstone Projects

Week 11-12
  • AI chatbot with API
  • Resume screening model
  • Sentiment analysis on reviews
  • Deploying AI models
  • Final presentation & portfolio

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Roadmap

Python Roadmap — Zero to Job-Ready Developer

3 Months Beginner Friendly Certificate Included 100% Placement
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01

Python Fundamentals

Week 1-3
  • Introduction to Python
  • Installation & VS Code setup
  • Variables & Data Types
  • Type Casting
  • Operators
02

Core Python Structures

Week 4-6
  • Strings & String methods
  • Lists, Tuples, Sets
  • Dictionaries
  • Conditional statements (if/elif/else)
  • Loops (for, while, break, continue)
03

Functions & Modules

Week 7-8
  • Defining functions
  • Arguments, *args, **kwargs
  • Lambda functions
  • Scope of variables
  • Importing & creating modules
04

Object-Oriented Python

Week 9-10
  • Classes & Objects
  • __init__ and self
  • Inheritance
  • Polymorphism
  • Encapsulation
05

File Handling & Errors

Week 11
  • Reading & writing files
  • with statement
  • Exception handling (try/except)
  • Custom exceptions
  • Logging basics
06

Projects & AI Intro

Week 12
  • Automation scripts
  • Web scraping basics
  • Intro to AI & ML with Python
  • 3 mini projects
  • Final capstone project

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Roadmap

Web Dev Roadmap — MERN Stack from Scratch

6 Months Beginner → Advanced Certificate Included 100% Placement
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01

HTML5 & Semantic Markup

Week 1-2
  • HTML document structure
  • Semantic tags
  • Forms & inputs
  • Tables, lists, media
  • Accessibility basics
02

CSS3 & Responsive Design

Week 3-5
  • Selectors, colors, typography
  • Box model & positioning
  • Flexbox & Grid
  • Media queries
  • Animations & transitions
03

JavaScript Essentials

Week 6-9
  • Variables, types, operators
  • Functions & scope
  • Arrays & objects
  • DOM manipulation
  • Events & listeners
  • ES6+ features (let, const, arrow, destructuring)
04

React.js

Week 10-14
  • JSX & components
  • Props & state
  • Hooks (useState, useEffect)
  • React Router
  • API integration
05

Node.js & Express

Week 15-18
  • Node runtime & npm
  • Express server setup
  • REST APIs
  • Middleware
  • Authentication with JWT
06

MongoDB & Full Stack Integration

Week 19-22
  • MongoDB & Mongoose
  • CRUD operations
  • Connecting React + Node + Mongo
  • Deployment (Vercel, Render)
  • Final full-stack project
07

AI Integration & Capstone

Week 23-24
  • Using OpenAI / Gemini APIs
  • AI-powered features in web apps
  • Portfolio project
  • Interview preparation
  • Resume & GitHub review

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Roadmap

NIELIT O Level Roadmap — Complete Exam Coverage

12 Months Foundation Certificate Included 100% Placement
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01

IT Tools & Network Basics

Month 1-2
  • Computer fundamentals
  • Windows, Linux basics
  • MS Office suite
  • Internet & email
  • Networking essentials
02

Web Designing & Publishing

Month 3-4
  • HTML5
  • CSS3
  • JavaScript basics
  • Web hosting
  • Publishing websites
03

Programming & Problem Solving

Month 5-8
  • Python basics
  • Control structures
  • Functions
  • Data structures
  • File handling
04

Database Management

Month 9-10
  • DBMS concepts
  • SQL basics
  • MySQL operations
  • Joins, queries
  • Database design
05

Exam Preparation

Month 11-12
  • Syllabus revision
  • Mock tests
  • Previous year papers
  • Practical exam prep
  • Final project

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Roadmap

Digital Marketing Roadmap — AI-Powered Marketing

4 Months Beginner Friendly Certificate Included 100% Placement
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01

Digital Marketing Foundations

Week 1-2
  • Digital vs traditional marketing
  • Marketing funnels
  • Buyer personas
  • Brand positioning
  • Digital marketing channels overview
02

SEO & AEO

Week 3-5
  • On-page SEO
  • Off-page SEO
  • Technical SEO
  • Keyword research
  • Answer Engine Optimization (AEO)
03

Google Ads & Meta Ads

Week 6-8
  • Search campaigns
  • Display campaigns
  • Meta (Facebook/Instagram) Ads
  • Retargeting
  • Budgeting & bidding
04

Content & Social Media

Week 9-11
  • Content strategy
  • Copywriting basics
  • Social media calendar
  • Instagram Reels marketing
  • AI content tools
05

Analytics & AI Tools

Week 12-14
  • Google Analytics 4
  • Meta Business Suite
  • AI tools for marketing
  • Automation (Zapier, Make)
  • Reporting & dashboards
06

Live Client Project

Week 15-16
  • Portfolio building
  • Client pitching
  • Live campaign execution
  • Case study creation
  • Freelancing basics

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