Best Free Courses to Learn Machine Learning

In Machine Learning, we use data and algorithms to build intelligent systems. It doesn’t matter if you want to become a Machine Learning Engineer, Data Scientist, or Data Analyst. If you want any job in the Data Science field, you need to know about Machine Learning. So, if you are looking for some free courses to learn Machine Learning from scratch, this article is for you. In this article, I will take you through some of the best free courses you can follow to learn Machine Learning.

Best Free Courses to Learn Machine Learning

Below are some of the best free courses you can follow to learn Machine Learning.

Introduction to Machine Learning Course by Udacity

Introduction to Machine Learning Course by Udacity is one of the best courses that covers all the fundamentals of Machine Learning. From extracting useful features to evaluating the performance of your Machine Learning model, everything is covered in this course. Below are all the topics covered in this course:

1. What’s Machine Learning and its applications in science and technology
2. Introduction and implementation of Naive Bayes algorithm
3. Introduction and implementation of Support Vector Machines
4. Introduction and implementation of Decision Trees
5. Learn how to choose an algorithm
6. Working on email spam dataset
7. Regression Algorithms
8. Removing outliers
9. Clustering Algorithms
10. Feature Scaling 

The prerequisites for this free Machine Learning course are Python and statistics. You can find this course here.

Machine Learning Crash Course by Google Developers

Machine Learning Crash Course is a free course on Machine Learning created by Google Developers. This course is perfect for you if you are a complete beginner in Machine Learning or someone who is preparing for an interview based on Machine Learning. In this course, you will get:

1. 30+ exercises
2. 25 lessons
3. 15 hours of content
4. lectures from Google researchers
5. real-world case studies
6. and interactive visualizations

You can find more details about this Machine Learning crash course here.

Summary

So below are some of the best free courses you can follow for learning Machine Learning:

1. Introduction to Machine Learning Course by Udacity
2. Machine Learning Crash Course by Google Developers

I hope you liked this article on the best courses to learn Machine Learning. Feel free to ask valuable questions in the comments section below.