Reviews
From Research management course
Contents
Encyclopediae
- MathWorld Encyclopedia by wolfram
- Encyclopedia of Mathematics wiki by Kluwer Academic Publishers, 2002
- Introduction to Probabilistic Programming by Ayan Das, 2020
Mathematics for machine learning
Functional data analysis
- Math3ma by Thai-Danae Bradley, 2020
- At the Interface of Algebra and Statistics by Tai-Danae Bradley, 2020 (category theory)
- AlgebraNets by Jordan Hoffmann et al., 2020
Statistics
- Overview of data distributions
- The control of the false discovery rate in multiple testing under dependency by Yoav Benjamini and Daniel Yekutieli, 2001
- Conjugate Priors for Generalized Linear Models by Ming-Hui Chen and Joseph G. Ibrahim, 2003
Programming
- [Papers with code]
- Over 200 of the Best Machine Learning, NLP, and Python Tutorials by Robbie Allen, 2018
Technical communications
- English Communication for Scientists by Nature Education, 2014
Writing a scientific article: A step-by-step guide for beginnersby F.Ecarnot et al., 2015 in European Geriatric Medicine- 11 steps to structuring a science paper editors will take seriously by By Angel Borja, 2014 in Elsevier connections
- How to Write a GoodScientific Paper by Chris A. Mack, 2018 in SPIE.org
Unsorted
News, sensationalism
- Deep learning: state of the art by Lex Fridman, MIT, 2020
- When Bayes, Ockham, and Shannon come together to define machine learning by Tirthajyoti Sarkar, 2018
- Introduction to Recurrent Neural Networks by Dishashree Gupta, 2017
- Bayes by Backprop (BBB): Robust Neural Networks to Unified theory of Brain? by Jehill Parikh, 2019