in construction
This is a Learning Path about Machine Learning.
Mathematics
Resources
- Data Science Fundamentals
- Machine Learning
- Deep Learning
- Books
- Podcasts
- Communities
- Online Courses
- Q&A: how to start learning Machine Learning
- Data Science Journey
- Fundamental Python Data Science Libraries: Numpy
- Fundamental Python Data Science Libraries: Pandas
- Fundamental Python Data Science Libraries: Matplotlib
- Fundamental Python Data Science Libraries: Scikit-Learn
- Data Engineering Roadmap
- Learning Math for Machine Learning
- Machine Learning at CMU
- Bishop Keynotes on ML
- Machine Learning Guides by Google
- Machine Learning Crash Course by Google
- Facebook Field Guide to Machine Learning
- Um pequeno guia para Data Science / Machine Learning
- The Elements of Statistical Learning
- Pattern Recognition and Machine Learning
- Python Machine Learning
- Python Data Science Handbook
- Think Stats: Exploratory Data Analysis in Python
- Machine Learning Reddit
- NLP Reddit
- Statistics Reddit
- Data Science Reddit
- Machine Learning Quora Topic
- Statistics Quora Topic
- Data Science Quora Topic
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent