Day 78 – Free Machine Learning for Beginners from Microsoft

Today, Learning Machine Learning requires thousands of dollars, however, Microsoft, Google, and many more offer free curriculum online.

Microsoft provides an Azure Cloud 12-week, 24-lesson curriculum all about Machine Learning.

Microsoft teaches Machine learning using Scikit learn library.

Image Source: Github Microsoft

What Students get when they enroll?

• Pre-lecture and post-lecture quiz
• Project activities
• Collaborate using the discussion board
• Assignments and challenges
• Many more

What includes in the lesson?

• Above mentioned plus
• Knowledge checks
• Option sketchnote and supplemental video
• How to build a project step-by-step
• Written lesson

• Many more

Curriculum

1. Introduction to machine learning
2. The History of machine learning
3. Fairness and machine learning
4. Techniques for machine learning
5. Introduction to regression
6. North American pumpkin prices
7. North American pumpkin prices
8. North American pumpkin prices
9. A Web App
10. Introduction to classification
11. Delicious Asian and Indian cuisines
12. Delicious Asian and Indian cuisines
13. Delicious Asian and Indian cuisines
14. Introduction to clustering
15. Exploring Nigerian Musical Tastes
16. Introduction to natural language processing
17. Common NLP Tasks
18. Translation and sentiment analysis
19. Romantic hotels of Europe
20. Romantic hotels of Europe
21. Introduction to time series forecasting
22. World Power Usage time series forecasting with ARIMA
23. Introduction to reinforcement learning
24. Help Peter avoid the wolf!

Postscript – Real-World ML scenarios and applications

How to enroll?

It is very simple, you can to GitHub Microsoft and start from here.

Pre-lecture and Post-Lecture quizzes

Available here.

How to run on a local computer?

We can in our local machine instead of using online.  We have to install Docsify to run on a local machine.

Do we have a PDF to check the full curriculum of Machine Learning for Beginners?

Yes, download here.

Enjoy the course and let me know your comments on what you like about this free course.