Online courses

Learning how to become a data scientist has became much more accessible due to the availability of online courses. The following is a list of free resources to learn different skills online:

Some online courses to learn more about machine learning are as follows:

  • Coursera—Machine Learning (Stanford) by Andrew Ng: This teaches you the math behind many machine-learning algorithms, explains how they work, and explores why they make sense at https://www.coursera.org/learn/machine-learning.
  • Statistics 110 (Harvard) by Joe Biltzstein: This course lets you discover the probability of related terms that you will hear many times in your data science journey. Lectures are available on YouTube at http://projects.iq.harvard.edu/stat110/youtube.
  • Data Science CS109 (Harvard) by John A. Paulson: This is a hands-on course where you'll learn about Python libraries for data science, as well as how to handle machine-learning algorithms at http://cs109.github.io/2015/.
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