AI Construction Site

ECA Content

• 📄 Class 00 - FirstIntro (PPTX)
• 📄 Class 01 - NaiveBayes (PPTX)
• 🐍 K-NN Python Implementation
• 📓 K-NN Jupyter Notebook
• 🌐 Scikit-learn Chinese Documentation
• 🌐 Scikit-learn English Documentation
• 🔗 Pointers Introduction
• 🔗 Decision Trees

Tensorflow Resources

• 📝 Notes about Tensorflow
• 🎓 Stanford Tensorflow Tutorial Notes
• 🌐 Tensorflow China Website
• 🎮 Google Tensorflow Playground
• ✍️ Tutorial: MNIST & Handwritten Digits

Basic Numpy

• 🌐 Numpy Library Intro
• 🧮 Softmax Function

Kaggle Competitions

• 🏆 Digit Recognizer
• 🚢 Titanic

Interesting GitHub Repos

• 📚 Deep Learning Book (Chinese)
• 🎓 Deep Learning Zero To All
• 📑 AI Cheatsheets
• 📖 AI Terminology