Tag Archives: machine learning

Free Data Science University Course Notes

University can be a great way to learn data science. However, many universities are very expensive, difficult to get admitted, or not geographically feasible. Luckily, a few of them are willing to share data science, machine learning and deep learning materials online for everyone. Here is just I small list I have come across lately.

Do you have any favorite university resources? If so, please leave a comment.

Free Machine Learning Textbook

Christopher Bishop, a Technical Fellow at Microsoft Research, has released his textbook Pattern Recognition and Machine Learning as a free PDF download.

The book is a bit older, published in 2006, but it stills contains some great information. Some of the topics covered include:

  • Probability Distributions
  • Regression
  • Classification
  • Neural Networks
  • Ensemble Models
  • K-Means Clustering
  • and many more….

Happy Reading!

Amazon Launches Machine Learning University

Amazon just launched  ‘Machine Learning University’ to all developers. It is the same training available for internal Amazon Employees. If you are looking to learn about Amazon Web Services (AWS) offerings for data science, now might be a great time to learn. Plus, Amazon announced some new certifications for machine learning.
There are 4 different learning paths available, depending upon your goals and future job aspirations:

  • Business Decision Maker
  • Developer
  • Data Scientist
  • Data Platform Engineer

The course materials and certifications are available at AWS Machine Learning Training Site. 

Microsoft Weekly Data Science News for May 25, 2018

Here are the latest articles from Microsoft regarding cloud data science products and updates.

Microsoft Weekly Data Science News for May 18, 2018

Here are the latest articles from Microsoft regarding cloud data science products and updates.