學習資源
基礎
基礎
Using Google Colab with GitHub from Google Colab website
A Whirlwind Tour of Python [on GitHub] by Jake VanderPlas
A 9-hour Python tutorial focusing on data processing by Jephian Lin
Introduction to scikit-learn by Jephian Lin
Python Data Science Handbook [on GitHub] by Jake VanderPlas
進階
進階
Algorithms: linear classifier by Jephian Lin
Algorithms: k-means clustering by Jephian Lin
Linear Algebra with NumPy by Jephian Lin
Machine Learning with NumPy by Jephian Lin
Neural Networks and Deep Learning by Michael Nielsen