Resources
A collections of posts, twitters, tutorials, learning materials about data science, machine learning, deep learning, computer science, etc. that I have read about. Trying to make it easy for myself to check back some contents.
- operating systems
- sorting algorithms
- graph representation
- Introduction to 1D Convolutional Neural Networks in Keras for Time Sequences
- A Few Useful Things to Know about Machine Learning by Pedro Domingos --- Pedro Domingos personal page
- Python Lists and List Manipulation
- One of the Markdown Template for Resume, will definitely try this in the future.
- Open Machine Learning Course mlcourse.ai -- highly recommended, very detailed basic machine learning knowledge
- Great list of resources: data science, visualization, machine learning, big data
- Model-Based Machine learning (early access)
- 机器学习常见算法分类，算法优缺点汇总 (面试**的职位有帮助哦)
- Comprehensive Guide on t-SNE algorithm with implementation in R & Python