Tag Archives: edX

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. You must pay to receive the certificate.

Good Luck!

Learn to Analyze Big Data with R – Free Course

R is a hugely popular language among data scientists and statisticians. One of the difficulties with open-source R is the memory constraint. All the data needs to be loaded into a data.frame. Microsoft solves this problem with the RevoScaleR package of the Microsoft R Server. Just launched this week is an EdX course on
Analyzing Big Data with Microsoft R Server.

According the syllabus:

Upon completion, you will know how to use R for big-data problems.

Full Disclosure: I work at Microsoft, and the course instructor, Seth Mottaghinejad, is one of my colleagues.

Learn Apache Spark this Summer with edX

edX has just announced a new series of Big Data courses. The series consists of 2 courses focused around Apache Spark. If you are not familiar with Spark, it is a very fast engine for large-scale data processing. It claims to perform up to 100 times faster than hadoop. Here are the 2 courses:

  1. Introduction to Big Data with Apache Spark
  2. Scalable Machine Learning

The first course starts June 1, 2015, and lasts four weeks. The second course starts in late June and lasts five weeks.

The courses are free but verifiable certificates can be purchased for $50 per course.

If you have been hoping to learn Spark, this might be just the opportunity your were waiting for.

Caltech Machine Learning Course Now on EdX

The widely popular Caltech course, Learning from Data, will be offered on EdX this fall. The course starts September 25, 2014, and it will run for 10 weeks. Here is an abbreviated list of the course topics.

  • Linear Models
  • Bias/Variance
  • Neural Networks
  • Cross Validation
  • and much more

EdX offers a number of other Data Science related courses. See all of them on the Statistics and Data Analysis course list.