Learn Python & Machine Learning — Free Tutorials for Every Level
Practical, beginner-friendly tutorials on Python, machine learning, Django, React, and more. No paywalls, no sign-ups — just free tutorials that help you build real things.
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🐍 2,000+ free Python & ML tutorials
🎓 70+ hours of free video training
🛠️ Free tools, eBooks, and projects
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The exact roadmap — skills, order, and projects — that gets beginners job-ready.
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📚 2,000+ Free Tutorials 🎓 70+ Hours Free Video 👥 100,000+ Monthly Readers 📅 Publishing Since 2019
Where Do You Want to Start?
Pick your learning path and jump straight in:
Learn Python
Whether you’re writing your first print(“Hello World”) or building complex automation scripts, our Python tutorials cover everything from basic syntax to advanced object-oriented programming.
What’s covered:
- Python basics, data types, loops, and functions
- OOP, file handling, and exception handling
- 750+ tutorials from beginner to advanced level
Machine Learning
Learn to build models that learn from data. Our ML tutorials cover the complete stack — from NumPy and Pandas all the way to TensorFlow, Keras, and PyTorch.
What’s covered:
- Data analysis with NumPy, Pandas, and Matplotlib
- Classical ML with Scikit-learn
- Deep learning with TensorFlow, Keras, and PyTorch
Web Development
Build modern web applications with JavaScript, TypeScript, and React. Our web dev tutorials take you from DOM basics to building full component-based apps.
What’s covered:
- JavaScript fundamentals and jQuery
- TypeScript basics, functions, arrays, and more
- React.js — components, hooks, routing, and UI libraries
Free Python & Machine Learning Training Course
This is the most complete free Python and ML course I’ve put together — and there’s genuinely no catch.
✅ 40 structured modules
✅ 70+ hours of HD video lessons
✅ 275+ downloadable source files
✅ No sign-up required
✅ Go at your own pace, forever free
Whether you’re starting from zero or filling gaps in your existing knowledge, this course gives you a structured path from Python basics all the way to machine learning models.
Python Libraries We Cover
Every major Python library — with full tutorial series for each one.
| Library | What It Does | |
|---|---|---|
| NumPy | Fast numerical arrays and matrix math | Tutorials → |
| Pandas | Data loading, cleaning, and analysis | Tutorials → |
| Matplotlib | Charts, plots, and data visualization | Tutorials → |
| Scikit-learn | Classical ML — regression, classification, clustering | Tutorials → |
| TensorFlow | Deep learning and neural networks at scale | Tutorials → |
| Keras | Build neural networks fast with a clean API | Tutorials → |
| PyTorch | Research-grade deep learning and custom models | Tutorials → |
| Django | Full-stack Python web development | Tutorials → |
| Tkinter | Desktop GUI applications in Python | Tutorials → |
| PyQt6 | Professional cross-platform desktop apps | Tutorials → |
| SciPy | Scientific computing and statistical analysis | Tutorials → |
Watch on YouTube
We publish new Python and machine learning video tutorials on YouTube every week. If you learn better by watching than by reading, the channel is a great companion to the tutorials on this site.
Where Do You Want to Start?
I started Python Guides in 2019 because I couldn’t find Python tutorials that were both accurate and easy to understand. Most tutorials were either too basic to be useful or too academic to follow.
So I wrote my own.
Since then, Python Guides has grown into one of the most-read Python tutorial sites on the web — with over 1,000 free tutorials, a free training course, and a growing library of tools that developers actually use.
Everything on this site is free. There are no paywalls, no paid courses, and no upsells. If a tutorial is on this site, you can read the whole thing for free.
I hope it helps you as much as writing it has helped me.
— Bijay Kumar, Founder of Python Guides
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Fresh tutorials published every day — covering Python, ML, and Web Dev.
