AI & Data Science
Generative AI, Deep Learning & LLM Engineering
The most advanced AI program at the institute. Move from Python and deep-learning foundations to transformers, LangChain, RAG, AI agents and deployed generative-AI systems used in industry today.
Skills you'll gain
PythonDeep learningTransformers & LLMsPrompt engineeringLangChainOpenAI APIOllamaRAGAI agentsVector databasesHugging FaceAI deployment
Curriculum
7 modules · tap any module to expand.
Course Foundation
Deep dive into Python & OOPStreamlitNumPy, Pandas, Matplotlib, Seaborn
AI & ML Fundamentals
Machine learningNLPDeep learningTraining deep modelsANN project
Neural Networks & Advanced Deep Learning
Transfer learningRNN concepts & projectsLSTM & GRU networksBidirectional RNN
Generative AI & Large Language Models
Transformers & the ChatGPT evolutionIntro to generative AI & LLMsLangChain for generative AILangChain + OpenAI
LLM Application Development
OpenAI & OllamaLLM apps with LCELChatbots with conversation historyRAG document Q&A with Groq & Llama 3Chat with PDFs
AI Agents & Advanced RAG
AI agents & search toolsChat with SQL databasesText summarisationHugging Face integrationPDF query RAG with AstraDBCodeLlama with Ollama
Deployment & Production
Deploying generative-AI applications
Career paths
- LLM / Generative AI Engineer
- AI Application Developer
- ML Engineer
- AI Solutions Architect
Projects you'll build
- Conversational RAG chatbot
- PDF query system
- SQL chat agent
- Deployed end-to-end GenAI app
Not sure if this is the right fit?
Book a free counselling call and we'll map Generative AI, Deep Learning & LLM Engineering to your background and goals.