Master Modern Technologies
Build expertise across the full technology stack from programming fundamentals to advanced AI systems.
Python Programming
From basics to advanced concepts with real-world applications
Database Systems
SQL and NoSQL databases with practical implementations
GenAI & Agents
AI agents, RAG systems, and prompt engineering
Full-Stack Development
APIs, frontends, and deployment strategies
Weekly Learning Path
Each week builds upon the previous, taking you from programming basics to advanced AI agent development.
Programming Foundations with Python
Python Basics & Visual Apps
Key Topics:
- Variables, data types, control flow
- Basic functions and logic
- Visual apps using Streamlit
- +1 more topics
Tools:
Outcome:
Two functional Streamlit applications
Python Continued + Smart Coding Tools
Advanced Python & AI Assistance
Key Topics:
- Lists, dictionaries, functions
- Error handling and debugging
- Git branching strategies
- +1 more topics
Tools:
Outcome:
Contact management system with AI-assisted code
SQL & Relational Databases
Database Design & Operations
Key Topics:
- CRUD operations and SQL queries
- Table joins and relationships
- Database schema design
- +1 more topics
Tools:
Outcome:
Complete database-driven application
NoSQL with MongoDB
Document-Based Databases
Key Topics:
- JSON structure and document design
- CRUD operations in MongoDB
- Schema-less database design
- +1 more topics
Tools:
Outcome:
NoSQL product catalog system
Backend APIs with FastAPI
REST API Development
Key Topics:
- REST API design principles
- Client-server architecture basics
- API testing with Postman
- +1 more topics
Tools:
Outcome:
Full-stack web application
Introduction to GenAI & Prompt Engineering
AI Language Models
Key Topics:
- LLMs overview and capabilities
- Prompt crafting techniques
- Token limits and optimization
- +1 more topics
Tools:
Outcome:
GenAI prompt testing interface
From Chatbots to Agents
AI Agent Development
Key Topics:
- Agent vs chatbot differences
- Tool use and reasoning
- Introduction to LangChain agents
- +1 more topics
Tools:
Outcome:
Interactive AI agent application
RAG - Part 1 (Retrieval-Augmented Generation)
Document Search & Embeddings
Key Topics:
- Embeddings and vector stores
- Document chunking strategies
- Loading PDFs and text files
- +1 more topics
Tools:
Outcome:
Document Q&A system
RAG - Part 2
Advanced RAG Techniques
Key Topics:
- Query rewriting strategies
- Context optimization techniques
- Improving retrieval relevance
- +1 more topics
Tools:
Outcome:
Optimized RAG application
End-to-End Agent Project (Build Phase)
Capstone Project Development
Key Topics:
- Team project planning
- Combining agents, RAG, and APIs
- Full working application development
- +1 more topics
Tools:
Outcome:
Working capstone project prototype
End-to-End Agent Project (Polish Phase)
Project Refinement & Deployment
Key Topics:
- Documentation and collaboration
- Application deployment strategies
- Frontend integration options
- +1 more topics
Tools:
Outcome:
Production-ready application
Capstone Demos + Career Readiness
Presentation & Career Prep
Key Topics:
- Final project presentations
- Resume preparation and optimization
- GitHub portfolio development
- +1 more topics
Tools:
Outcome:
Complete professional portfolio