# Resources

A list of useful links, in no particular order.

### Blogs/Personal Websites #

Adit Deshpande

Jürgen Schmidhuber

Nicolas Perkowski

Joscha Diehl

Samy Tindel

Fabrice Baudoin

Davar Khoshnevisan

Massimiliano Gubinelli

Ivan Nourdin

Lorenzo Zambotti

Chris Rackauckas

Djalil Chafaï

Learn Anything

Mathematics Seminars Online

Azimuth - John Baez’s Blog

### Machine Learning Websites #

Important Papers in Deep Learning

Data Visualization with Python

Altair: Declarative Visualization in Python

Sebastian Ruder

ML Tutorials

Caltech CS 156

Chris Albon’s Techniques in Data Science

Geographic Data Science at Univ of Liverpool

Data Analysis in Python

Data Analytics at Wish

Data Science at Aalto

Off the convex path Blog

ML at CMU

Deep Bayes Summer School at HSE

AirGesture - Playing without Touching

Harvard CS109 Data Science 1

### Coding Websites #

10 Coding Challenge Websites

Youtube - Python for Finance

Financial Modelling - ECON 136 Harvey Mudd College

UVA Online Judge

### Algorithmic Trading #

Python for Finance: Algorithmic Trading

Quantopian

JP Morgan Virtual Experience

### Trading #

Kelly’s criterion and the stock market

### Academic Websites #

NSF Math Grants

A Gallery of Interesting Jupyter Notebooks

Self-Study Machine Learning

VietAI

Deep Learning

Papers with Code

### Probability Websites #

arXiv Probability Preprints

Probability Events

Probability Advice

IPAM conference in Rough Paths

NUS Probablity Lecture Notes

Ivan Corwin’s Talks

PIMS-CRM Probablity Summer School 2017

Terry Lyons Interview at CIRM

MIT Finance Course

### Miscellaneous #

Micro-Progress and the Magic of Just Getting Started

Where did the quote come from?

Way to Mathematical Writing

Linear Thinking in a Nonlinear World

The Long Game Part 2: the missing chapter

WTF Visualizations

Junk Charts

### Vietnamese Websites #

Làm thế nào để luôn cập nhật kiến thức trong lĩnh vực Machine Learning?

Tài liệu machine learning

### Coding Preparation #

Summer of Code

Machine Learning Mastery

US Government Public Dataset

25 Open Source ML repos

ML Projects for Beginners

Quora Interesting ML Projects for Beginners

CognitiveClass.ai and MLCB post

Edwin Chen

freecodecamp

Keras and CNN to detect Pokemon

spaCy Course

python algorithms

### Interesting Math #

\(\prod(p^2+1)/(p^2-1)\)

Concentration Inequalities for Product of Random Matrices

### Collaboration tools #

Shift - Manage multiple accounts

Airtable - Organized spreadsheet

### Unusual vocabulary #

*Schadenfreude*: the experience of pleasure, joy, or self-satisfaction that comes from learning of or witnessing the troubles, failures, or humiliation of another. (source)