Category: Site of the Week

Elements of Data Science – A free Jupyter Notebook Textbook
Elements of Data Science by Allen Downey is a freely available textbook. It consists of Jupyter Notebooks on Google Colab, so you can view and edit code if you want. This could be a great way to begin your data science and programming journey.

Free Probability Textbook
Introduction to Probability by Joseph Blitzstein and Jessica Hwang is available as a free PDF on Google Docs. The book contains: Distributions Random Variables Markov Chains Monte Carlo All the background Math Code Examples in R and lots more….

Coursera Course for AWS Machine Learning
learn AWS Machine Learning on Coursera

Kaggle Learn Microcourses
The competition site Kaggle has recently released some microcourses aimed at helping people to quickly learn the skills of data science. It is called Kaggle Learn, Faster Data Science Education. It includes courses on: Python Deep Learning SQL and more Check them out to quickly get up to speed. Happy Learning.

One Pixel Attacks on Neural Networks
An enlightening video about how a single pixel change can fool a neural network.

Complete ML Study Path On Github
Recently updated, is the March 2019 Machine Learning Study Path. It contains links and resources to learn Tensorflow and ScikitLearn. If you are interested in details on the study path and how to best use the resources. There is a livestream on Facebook, Sunday March 17 on the Math for Data Science Facebook page.

Machine Learning for Kids
Machine Learning for Kids is a site for children and teachers to explore machine learning with the Scratch Programming language.

Help for Academic Programs in Data Science
Brandon Rohrer (along with others) created an excellent resource for academic programs, Industry recommendations for academic data science programs. The resource is authored by a number of industry data scientists and university faculty. It is collection of useful information for college data science programs. Here are some of the topics: What do Industry data scientists do? What…

Data Visualization Society Launches
A new community for data visualization professionals has launched. It is called the Data Visualization Society.

Google Launches Dataset Search
Looking for datasets for your next project? You are in luck because Google just launched Dataset Search. The name is selfexplanatory. Go try it out.

Berkeley Data Science Course Online
The University of California at Berkeley is offering its very popular undergraduate data science course, Foundations of Data Science: Computational Thinking with Python, online via EdX. The course can be taken for free and it starts Monday April, 2 , 2018. This course is actually part of a larger certificate program, Foundations of Data Science.…