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

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