Generative AI: Foundations → Production
8 weeks Intermediate ⭐ 4.8 (156 reviews)

Generative AI: Foundations → Production

From prompt engineering to deploying a usable AI product.

👥 500+ students enrolled 📁 15+ projects ⏱️ 140+ Hours content 🌏 English

What You'll Learn

Build AI-powered applications
Master prompt engineering
Deploy AI systems at scale
Create Agentic AI systems
Implement LLM solutions
Integrate AI into products

Course Curriculum

Foundations of AI & GenAI (3 hrs)
  • AI vs ML vs DL vs GenAI
  • History & breakthroughs in Generative AI
  • Key models: GPT, Stable Diffusion, MidJourney
  • Real-world applications & industry use cases
Introduction to LLMs (5 hrs) +
  • How LLMs work: tokens, embeddings, transformers
  • Pretraining vs fine-tuning
  • Popular open-source LLMs (LLaMA, Mistral, Falcon)
  • Hosted APIs (OpenAI, Anthropic, Cohere)
Prompt Engineering (6 hrs) +
  • Zero-shot, few-shot prompting
  • Instruction-tuning
  • Role-based prompts & system instructions
  • Structured prompting with templates
  • Prompt chaining
GenAI Tools & APIs (6 hrs) +
  • OpenAI API basics (chat completions, embeddings)
  • Hugging Face Spaces & Models
  • Google Gemini, Anthropic Claude
  • VS Code + GitHub Copilot
Hands-on: Text, Image, Audio (8 hrs) +
  • Text: Q&A, summarization, rewriting
  • Images: DALL·E, Stable Diffusion, MidJourney basics
  • Audio: TTS (text-to-speech), STT (speech-to-text)
  • Safety & ethics in GenAI
RAG & Vector Databases (7 hrs) +
  • Why RAG is needed
  • Embeddings for semantic search
  • Vector databases: Pinecone, FAISS, Weaviate
  • Implementing a RAG-based chatbot
Agentic AI & MCP (8 hrs) +
  • What is Agentic AI (self-directed AI agents)
  • LangChain Agents (tool-use, reasoning, planning)
  • AutoGPT, BabyAGI, CrewAI
  • Anthropic Model Context Protocol (MCP)
  • Multi-agent collaboration
Deployment & Production (7 hrs) +
  • Serving LLMs with Docker + FastAPI
  • Cloud deployment (AWS, GCP, Azure)
  • Cost optimisation & monitoring
  • AI Safety & guardrails

Choose Your Level

Basic
2 months
₹15,000
₹25,000
  • AI/ML Fundamentals
  • Python for AI
  • Basic Neural Networks
Enrol Now
Intermediate
3 months
₹20,000
₹35,000
  • LLM Implementation
  • Prompt Engineering
  • AI Model Training
Enrol Now
Advanced
3 months
₹20,000
₹35,000
  • Custom AI Solutions
  • Production AI Systems
  • Advanced Projects
Enrol Now
30-day money-back guarantee
🎓
Rajesh Upadhyay
23+ years industry experience
1000+
Trainings
4.8
Rating
5
Courses

Ready to Enrol?

Start your journey in Generative AI: Foundations → Production today.