- Understanding Deep Learning
- Beyond Multiple Linear Regression
- Causal Inference for The Brave and True (using Python)
- Probabilistic Programming and Bayesian Methods for Hackers
- Earth and environment data science
- Network data science
- Climate Econometrics
- Geographic Data Science
- Data visualisation using Python
- Computational and inferential Thinking
- The Turing way
- The Effect: An Introduction to Research Design and Causality
- Regression and other stories, free online version of book.
- MIT open, intro to statistics
- MIT Open, statistics for applications
- Applied Time Series Analysis for Fisheries and Environmental Sciences
- Econometrics with R
- Quant Econ (not strictly just econometrics)
- Penn State Online notes for applied time series analysis
- Online book for deep learning
- Interpretative machine learning