Below are the collection of articles / blog posts / videos which are useful (and intuitive) to understanding concepts / algorithms in Machine Learning and Data Science. In the time of collecting, the URLs are fine but I don't guarantee for their existence after that.
The articles are grouped by subjects and alphabet orders.
- Building Autoencoders in Keras — Keras blog.
- Your first Deep Learning project in Python with Keras step by step — Jason Brownlee — Machine Learning Mastery.
- Novelty and Outlier Detection — scikit-learn docs.
- Time Series of Price Anomaly Detection — Susan Li — Toward Data Science.