Python For Ai Masterclass
Published 5/2026
Created by Siam Hossain, School of AI
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All Levels | Genre: eLearning | Language: English | Duration: 27 Lectures ( 5h 11m ) | Size: 4.68 GB
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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