# Reviews

From My first scientific paper

## 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 beginners~~by 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: sate 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