There are so many resources on the internet to learn machine learning in the form of courses, videos, blogs, and books. Choosing the best resources to learn machine learning from the available resources is a difficult task for any newbie. In this article, I will therefore introduce you to the best resources to learn machine learning step by step for free.
Best Resources To Learn Machine Learning
A lot of beginners in machine learning make a big mistake by choosing the most popular courses or videos on the internet. Choosing the best courses, videos, or books can be a good choice but only if you know the fundamentals of machine learning. So below are the best resources on the internet that you can follow to learn machine learning step by step for free.
What happens is that when you start with a course you try to follow the same code as explained by the instructor, then sometimes you start to have errors even though you have written the same code. This happens if you don’t know how to prepare your system for machine learning. So as a first step towards machine learning, you need to follow a good resource that can also teach you about the fundamentals and how to prepare your system for machine learning. Below is a great youtube playlist that teaches exactly what you need as a beginner in machine learning.
The reason why I chose this youtube playlist as my first step towards machine learning because it has the first video on how to prepare your system for machine learning which is very helpful. The other videos in this playlist are not explained very well but they are enough to get a glimpse of how you need to solve business problems using machine learning in the future.
After going through the above playlist you can follow all the books mentioned below:
If you find books boring, you must be interested in books if you want to get into machine learning because many methods and algorithms can only be learned by using books.
After going through the books mentioned above, you need to implement the knowledge you have gained to solve some use cases. Solving the use cases is important in building a good portfolio of your projects which is very important in getting your first job in data science and machine learning. Below are the best resources that you can get for working on machine learning use cases:
In these two resources, you will get to learn which machine learning algorithm should be used in which problem and then in the next part you will be getting a list of more than 200 machine learning projects solved and explained with Python programming language.
So these were some of the best resources on the internet for learning machine learning for free. I hope you liked this article on the best resources to learn machine learning. Feel free to ask your valuable questions in the comments section below.