Best Machine Learning courses online

If you are looking to learn Machine Learning through some online courses then this is the post you should check. Here is a list of best courses on Machine Learning for beginners available online.

What is Machine Learning?

As per Wikipedia, Machine Learning is a study of computer algorithms that improve automatically through experience. In simple terms computer programs which learn by themselves using the sample data provided to it.

The sample data provided to the program is called ‘Training data’ as we are using this data to train the program. The performance of the program or the prediction capability of the program/model highly depends on the input data.

Applications of Machine Learning

To filter spam emails from Mailboxes Machine Learning models are being used. This is just a simple example. There are a lot of real time applications of Machine Learning most of which are already used without being aware of them. Google search and most of the Google products, Voice assistants, Product recommendations, Fraud detection etc. Also, many of the industries have already started using Machine Learning in their businesses.

Why an online course for Machine Learning?

Machine Learning is an emerging technology where many of its applications are still in research. At the same time, there are a lot of businesses which are using it. To balance these two there is a high need for Machine Learning developers globally. The easiest way to gain knowledge from global scientists and research analysts is through online courses. Here are some top courses on Machine Learning available online.

Top online courses on Machine Learning for beginners##

1. Machine Learning A-Z™: Hands-On Python & R In Data Science - Udemy (Best seller)
2. Python for Data Science and Machine Learning Bootcamp - Udemy
3. Machine Learning, Data Science and Deep Learning with Python - Udemy
4. Complete Machine Learning and Data Science: Zero to Mastery - Udemy

1. Machine Learning A-Z™: Hands-On Python & R In Data Science##

> Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.

• Rating: 4.5/5 (131,070 ratings)
• Duration: 44 hours
• Completion certificate: Included
• Requirements: Just some high school mathematics level.

More details about the course here - Machine Learning A-Z: Hands-On Python & R In Data Science

##2. Python for Data Science and Machine Learning Bootcamp ##

> Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!

• Rating: 4.6/5 (86,373 ratings)
• Duration: 25 hours
• Completion certificate: Included
• Requirements: Some programming experience.

More details here - Python for Data Science and Machine Learning Bootcamp

##3. Machine Learning, Data Science and Deep Learning with Python ##

> Complete hands-on machine learning tutorial with data science, Tensorflow, artificial intelligence, and neural networks

• Rating: 4.5/5 (22,383 ratings)
• Duration: 14 hours
• Completion certificate: Included
• Requirements:
• Some prior coding or scripting experience is required.
• At least high school level math skills will be required.

More details here - Master Machine Learning, Deep Learning with Python

##4. Complete Machine Learning and Data Science: Zero to Mastery ##

> Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!

• Rating: 4.6/5 (4,821 ratings)
• Duration: 42.5 hours
• Completion certificate: Included
• Requirements:
• No prior experience is needed (not even Math and Statistics). We start from the very basics.
• Two paths for those that know programming and those that don't.
• All tools used in this course are free for you to use.

More details here - Complete Machine Learning and Data Science: Zero to Mastery

These are some of the top on-demand video courses available out there. There are also other options for learning Machine Learning, like the full time or part time courses offered by various institutes and universities. However they need a scheduled learning time and may not be suitable if you are already employed.