Welcome to the Machine Learning resources page! Here you'll find curated materials to help you dive into the world of ML. 🚀
📚 Essential Guides
Beginner's Guide to Machine Learning
A step-by-step introduction for newcomers.Advanced Topics in ML
Explore deep learning, NLP, and reinforcement learning.
🔧 Popular Tools & Frameworks
Scikit-learn
[Official Documentation](https://scikit-learn.org/stable/) for classical ML algorithms.TensorFlow
Google's open-source library for deep learning. [Get started here](/en/resources/ml/tensorflow)PyTorch
Facebook's framework for dynamic neural networks. [Tutorials link](/en/resources/ml/pytorch)
🧠 Learning Pathways
Math Foundations for ML
Linear algebra, calculus, and statistics essentials.Project Ideas
Hands-on examples to practice your skills.Career Resources
Interview prep and industry trends.