Operational Database Management Systems
By Richard Xu, Associate Professor of Machine Learning & Director, Industry Analytics & Visualisation, University of Technology Sydney, Australia Machine Learning Course for Industry Here is the Machine Learning course I designed for Industry Data Scientists; Some of...
BY Randal S. Olson, Ph.D. Senior Data Scientist, Institute for Biomedical Informatics. University of Pennsylvania Aside from my blog, I develop open source teaching materials for topics related to data science, data visualization, and machine learning....
Jeff Leek, Steven Salzberg, James Taylor, Ela Pertea, Liliana Florea, Ben Langmead, and Kasper Hansen created a 7 course specialization in genomic data science. Some cool things about the program are: Every class runs every month. It is designed from...
Jeff Leek, Roger Peng, Brian Caffo, Nick Carchedi and Sean Kross created a 9 course specialization in data science. Some cool things about the program are: Every class runs every month. The course material is all open source and on Github. It...
This class was an 8 week introduction to Data Analysis, starting from very basic concepts of what type of data analyis questions you can ask, to how to get data and do a basic...
Provides an intensive introduction to applied statistics and data analysis. Trains students to become data scientists capable of both applied data analysis and critical evaluation of the next generation of statistical methods. Since both...
Data 8: The Foundations of Data Science The UC Berkeley Foundations of Data Science course combines three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does...
Machine Learning Machine Learning Course at Stanford by Andrew Ng, Chief Scientist of Baidu; Chairman and Co-Founder of Coursera; Stanford CS faculty. Open Source Tools Advanced AI Tools TensorFlow is an open source software library for numerical computation...
This is an overview (with links) to a 5-part series on introductory machine learning. The set of tutorials is comprehensive, yet succinct, covering many important topics in the field (and beyond). By Alex Castrounis | Product...
DATA-X: Videobook introduces query analytics for Apache Hadoop – DATA-X: Video Introduction to SQL This short video (5 minutes) is an introduction to SQL. SQL ( Structured Query Language) is a special-purpose programming language designed for managing data held in...