Are there any books I should read to learn machine learning from scratch?

• cs229-2018-autumn

  112 1,389 2.8 Jupyter Notebook

  All notes and materials for the CS229: Machine Learning course by Stanford University

For machine learning (not deep learning), I recommend the lecture notes from Stanford's CS229 course. The reason I really like these notes is because you can find past problem sets that went along with them, and the problem sets are very good: difficult but not impossible, and close to a 50/50 mix of math and programming. I never feel like I've learned a topic just from reading about it, so having good problems to go along with the reading was very important to me.

• NNfSiX

  46 1,348 0.0 C++

  Neural Networks from Scratch in various programming languages

I've been rather enjoying "Neural Networks from Scratch" (https://nnfs.io/)

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Python_Projects

  18 17 6.1 Python

Suggest a related project