All programsAenexz Tech
Dual Certified
4.9
Pro Generative AI (GenAI)
Python, OpenAI APIs, LangChain, FAISS, prompt engineering, RAG, Streamlit and GitHub deployment — 16+ micro-projects plus a deployed capstone application.
Duration
8 Weeks
Level
Beginner → Intermediate
Prerequisites
Basic Computer Skills
Curriculum
Week 11 Week
Intro to GenAI, LLMs & Python Basics
Foundations of large language models and API integration.
- What is Generative AI — models, use-cases, limits
- LLM landscape: GPT, Claude, Gemini, open-source
- Python essentials for AI workflows
- Prompt engineering: zero-shot, few-shot, chain-of-thought & structured output
- LLM API integration with OpenAI SDK
Week 21 Week
Chatbots, Structured Output & Embeddings
Build production-style chat interfaces with structured responses.
- System prompts and multi-turn chatbots
- Structured JSON outputs and function calling
- Text embeddings and vector representations
- Semantic search fundamentals
- FAISS vector database intro
Week 31 Week
RAG Pipelines & LangChain
Ground LLMs in your data with retrieval-augmented generation.
- Document loaders and chunking strategies
- Building end-to-end RAG pipelines
- LangChain fundamentals: chains, agents, memory & tool integrations
- Prompt optimisation and evaluation
- PDF Q&A and knowledge-base assistants
Week 41 Week
Streamlit UI, Deploy & Responsible AI
Ship a real GenAI app to production.
- Streamlit for AI app UIs
- GitHub workflows and deployment
- Input validation and content guardrails
- Responsible AI: bias, safety, hallucinations
- Capstone build and presentation
Week 5–84 Weeks
Live Industrial Project
Real client project under expert mentor guidance.
- Onboard to industry project and align goals
- Build AI solution with weekly code reviews
- Deliverables review with industry partners
- Iterate, refine and optimise the solution
- Final showcase — Dual Certificate (Internship + Freelancer)
Tools & Technologies
PythonJupyterOpenAI API (GPT-4/3.5, Embeddings)LangChainFAISSStreamlitGitHubPrompt Engineering
Capstone Projects
Capstone
Deployed RAG / Chatbot / AI Content App
Micro
