Python For Ai Masterclass
 

Master Python, NumPy, PyTorch & LLM APIs - Build and Deploy a Real AI App .
What you'll learn
⚡ Set up a professional Python AI development environment with VS Code, Jupyter, and virtual environments from scratch
⚡ Build and train neural networks from scratch in PyTorch - including the full training loop, loss functions, and optimisers
⚡ Build a complete Retrieval-Augmented Generation (RAG) pipeline using FAISS vector search and sentence-transformers
⚡ Set up a professional Python AI development environment with VS Code, Jupyter, and virtual environments from scratch
Requirements
❗ A stable internet connection for downloading tools, libraries, and accessing LLM APIs during Day 5
❗ A laptop or desktop computer - Windows, Mac, or Linux all work perfectly for this course
Description
Disclaimer: This course contains the use of artificial intelligence(AI).
This is not a generic Python course. Every concept, every project, and every line of code is designed with one goal: preparing you to work with AI tools, APIs, and machine learning workflows in the real world.
Whether you're a complete beginner or someone who knows basic Python but has never applied it to AI, this course gives you the exact skills today's AI-driven job market demands.
What You'll Learn
✨ Python fundamentals built around AI use cases - variables, loops, functions, and data structures explained through practical AI examples
✨ How to call and work with AI APIs, including OpenAI, Anthropic, and Hugging Face
✨ Data manipulation with Pandas and NumPy - the backbone of every AI/ML pipeline
✨ Prompt engineering in code - building dynamic prompts, chaining outputs, and handling responses programmatically
✨ Building your first AI-powered applications from scratch
✨ Working with JSON, environment variables, and API authentication like a professional developer
✨ Introduction to machine learning workflows using scikit-learn
Who this course is for
⭐ Professionals and business analysts who want to build AI tools and automate workflows - not just use ChatGPT or Claude
⭐ Anyone who has tried learning Python or AI before from scattered tutorials and wants one clear, structured path from start to finish