Artificial Intelligence

Generative AI

Deep dive into Generative AI development. Learn to integrate AI APIs, build chatbots, work with embeddings, and create AI-powered applications.

Level: IntermediateArtificial Intelligence

What You'll Learn

Advanced prompt engineering techniques
OpenAI API & ChatGPT integration
Building AI chatbots & assistants
Understanding embeddings & vector databases
RAG (Retrieval Augmented Generation)
LangChain framework fundamentals
Fine-tuning basics
Building AI applications with Python
Real-world AI projects

What's Included

🧭AI Tutor🔒

Interactive learning path with AI-generated lessons read aloud by your personal tutor

🧪Practice Lab🔒

Step-by-step lab instructions with AI guidance — run in your own IDE or sandbox.

🎙️Mock Interviews🔒

AI interviewer asks tailored questions, gives real-time feedback and a score report

📝Evaluation🔒

MCQ questions (theory, practical, code) to test your knowledge and earn a badge

⚔️Challenge AI🔒

Compete head-to-head against AI on real production problems — judged on correctness, performance, scalability, code quality, and edge cases

Course Syllabus

Module 1: Advanced Prompt Engineering

  • •Chain-of-thought prompting
  • •Tree of thought technique
  • •Self-consistency prompting
  • •Prompt optimization strategies
  • •Handling complex tasks

Module 2: Working with AI APIs

  • •OpenAI API setup
  • •ChatGPT API integration
  • •Managing tokens & costs
  • •Streaming responses
  • •Error handling & rate limits

Module 3: Embeddings & Vector Databases

  • •Understanding embeddings
  • •Creating text embeddings
  • •Vector databases (Pinecone, ChromaDB)
  • •Semantic search
  • •Similarity matching

Module 4: RAG & LangChain

  • •What is RAG
  • •Document loading & chunking
  • •LangChain basics
  • •Building Q&A systems
  • •Memory & conversation history

Module 5: Building AI Applications

  • •AI chatbot development
  • •Document analysis tools
  • •Custom AI assistants
  • •Integrating with existing apps
  • •Deployment strategies

You're all set

Everything in this course is unlocked.

Continue Learning →
✓AI Tutor
✓Practice Lab
✓Mock Interviews
✓Evaluation
✓Challenge AI