Collapsed: Basics to advanced | Hands-on projects | Industry-ready skills
Overview: Learn Python from scratch, covering programming fundamentals to advanced applications in data analysis, web, and AI.
Syllabus:
o Basics: Variables, Loops, Functions, OOP
o Data handling: File I/O, JSON, Exception Handling
o Libraries: NumPy, Pandas, Matplotlib
o Applications: Web, Automation, Data Science intro
Duration - 2-3 Months
Mini Project - Student Grade Calculator / Web Scraper
Major Project - Data Analysis Dashboard with Pandas & Matplotlib
Prerequisites: None (Beginner-friendly)
Collapsed: Master AI prompts | Optimize LLM workflows | Build real-world apps
Overview: Learn to design effective prompts for AI/LLMs (ChatGPT, Claude, etc.) to maximize output quality and automate tasks.
Syllabus:
o Basics of Prompting & Context control
o Role prompting, Chain of Thought, Few-shot & Zero-shot prompting
o Prompt optimization & fine-tuning strategies
o Real-world use cases (content, coding, automation)
Duration - 2-3 Months
Mini Project - AI Content Generator with optimized prompts
Major Project - Chatbot for customer support using LLM API
Basic Python (recommended)
Collapsed: Data wrangling & viz | ML models | Predictive insights
Overview: Learn the data pipeline from raw data to insights using ML, Python, and statistical analysis.
Syllabus:
o Data wrangling (NumPy, Pandas)
o Data visualization (Matplotlib, Seaborn, Plotly)
o Statistics & Probability for DS
o Machine Learning models (Regression, Classification, Clustering)
Duration - 2-3 Months
Mini Project - Customer Segmentation with Clustering
Major Project - Sales Prediction using Regression & ML models
Python Programming
Collapsed: Algorithms & DL | TensorFlow/PyTorch | Real-world AI apps
Overview: Learn AI/ML concepts, model building, and deep learning applications in image, text, and real-world problems.
Syllabus:
o Supervised & Unsupervised Learning
o ANN, CNN, RNN basics
o Deep Learning with TensorFlow/PyTorch
o AI Applications in NLP, Vision, and Recommendation
Duration - 2-3 Months
Mini Project - Handwritten Digit Classifier (MNIST)
Major Project - Image Recognition System or Chatbot with ML/DL
Python + Data Science
Collapsed: HTML, CSS, JS, React | Responsive UI | Portfolio projects
Overview: Learn to create stunning, responsive websites and web apps with modern front-end frameworks.
Syllabus:
o HTML5, CSS3, Flexbox & Grid
o JavaScript ES6+ concepts
o React.js basics to advanced
o Responsive & interactive design (Tailwind/Bootstrap)
Duration - 2-3 Months
Mini Project - Personal Portfolio Website
Major Project - E-commerce Front-End with React
Basic programming
Collapsed: Node.js, Django, APIs | Database management | Secure systems
Overview: Master server-side coding, database management, and secure backend systems.
Syllabus:
o Node.js, Express.js fundamentals
o Django & Flask for Python backend
o REST API design & integration
o Authentication & security
Duration - 2-3 Months
Mini Project - REST API for a To-Do App
Major Project - Blogging/Booking System Backend
Python/JS basics
Collapsed: Front + Back mastery | End-to-end apps | Cloud deployment
Overview: Become a complete developer by learning both client-side and server-side technologies.
Syllabus:
o Frontend: HTML, CSS, JavaScript, React
o Backend: Node.js/Django + REST APIs
o Database: MySQL/MongoDB
o Deployment: AWS/Heroku
Duration - 2-3 Months
Mini Project - MERN Blog App
Major Project - Full E-commerce Platform
Frontend + Backend basics
Collapsed: Java/Kotlin | App testing | Play Store publishing
Overview: Learn to design, build, and deploy mobile apps for Android platforms.
Syllabus:
o Java & Kotlin basics
o Android Studio environment
o UI design & navigation
o Firebase & APIs integration
Duration - 2-3 Months
Mini Project - Weather Forecast App
Major Project - Social Media Clone App
Basic Java
Perfect for beginners to build strong fundamentals:
Collapsed: Core logic | Pointers & memory | Strong foundation
Overview: Learn structured programming concepts and strengthen problem-solving foundations.
Syllabus:
o Variables, Loops, Functions
o Arrays, Strings, Structures
o Pointers & Memory Management
o File Handling
Duration - 2-3 Months
Mini Project - Student Record Management System
Major Project - Library Management System
None
Collapsed: OOP concepts | DSA | Competitive coding
Overview: Learn OOP, data structures, and problem-solving for real-world and competitive programming.
Syllabus:
o Basics + OOP Concepts
o STL (Standard Template Library)
o Data Structures (Stack, Queue, Linked List)
o Algorithms (Sorting, Searching, Graphs)
Duration - 2-3 Months
Mini Project - Bank Management System
Major Project - Online Exam Portal
C Programming (preferred)
Collapsed: SQL mastery | Relational + NoSQL | MySQL/MongoDB practice
Overview: Learn how data is stored, managed, and retrieved in modern databases.
Syllabus:
o Database design & ER Models
o SQL Queries (DDL, DML, Joins, Triggers)
o Relational Databases (MySQL)
o NoSQL Databases (MongoDB)
Duration - 2-3 Months
Mini Project - Library Database Design
Major Project - Inventory Management System
Basic programming
Collapsed: SEO & SEM | Social media ads | Google tools mastery
Overview: Master the skills to grow brands online through SEO, paid ads, and analytics.
Syllabus:
o SEO (On-page & Off-page)
o Social Media Marketing (Facebook, Instagram, LinkedIn)
o Google Ads & Analytics
o Email marketing & Campaign management
Duration - 2-3 Months
Mini Project - SEO Optimization of a Website
Major Project - Full Digital Campaign for a Brand
None
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