5 Free Online Machine Learning Courses

5 Free Online Machine Learning Courses

Since the name "Machine Learning" was coined by Arthur Samuel in 1959, it has emerged as one of the top fields in Information technology. It is a branch of Artificial Intelligence that has the potential to transform and disrupt industries such as entertainment, healthcare, transportation, finance and many more. This disruption potential comes with a lot of opportunities for people who are interested to pursue their career in Machine Learning domain.

Are you interested in learning Machine learning skills?

If yes, check out the free online courses we have complied for you.

 

Machine Learning Courses:

 

1) By Microsoft

Course Name Principles of Machine Learning: Python Edition                                                                                           
Course Fee Free (Add a Verified Certificate for INR 7,100)
Level Intermediate
Course Format Self-Paced
Course Medium Videos
Start Date --
End Date --
What you will learn Data exploration, preparation and cleaning
Supervised machine learning techniques
Unsupervised machine learning techniques
Prerequisites To complete this course successfully, you should have:
Basic knowledge of math
Some programming experience – Python is preferred.
A willingness to learn through self-paced study.

To enrol in the course click here!

 

2) By IBM

Course Name Machine Learning with Python: A Practical Introduction                                                                               
Course Fee Free (Add a Verified Certificate for INR 2,767)
Level Introductory
Course Format Self-Paced
Course Medium Videos
Start Date Oct 1, 2019
End Date --
What you will learn What is Python and why is it useful
The application of Python
How to define variables
Sets and conditional statements in Python
The purpose of having functions in Python
How to operate on files to read and write data in Python
How to use pandas, a must-have package for anyone attempting data analysis in Python.
Prerequisites Python Basics

To enrol in the course click here!

 

3) On Udemy

Course Name Introduction to Data Science using Python
Course Fee Free
Level Absolute Beginner
Course Format Self-Paced
Course Medium Videos
Start Date --
End Date --
What you will learn Understand the basics of Data Science and Analytics
Understand how to use Python and Scikit learn
Get a good understanding of all buzz words like "Data Science", "Machine learning", "Data Scientist" etc.
Prerequisites None

To enrol in the course click here!

 

4) By Columbia University (ColumbiaX)

Course Name Machine Learning
Course Fee Free (Add a Verified Certificate for INR 26,893)                                                                                           
Level Advanced
Course Format Self-Paced
Course Medium Videos
Start Date Feb 10, 2020
End Date --
What you will learn Supervised learning techniques for regression and classification
Unsupervised learning techniques for data modelling and analysis
Probabilistic versus non-probabilistic viewpoints
Optimization and inference algorithms for model learning
Prerequisites Calculus
Linear algebra
Probability and statistical concepts
Coding and comfort with data manipulation

To enrol in the course click here!

 

5) By NPTEL

Course Name Machine Learning for Engineering and Science                                                                                            
Course Fee Free
Level All
Course Format Self-Paced
Course Medium Videos
Start Date --
End Date --
What you will learn Introduction to the Course History of Artificial Intelligence
Overview of Machine Learning
Why Linear Algebra? Scalars, Vectors, Tensors
Basic Operations
Norms
Linear Combinations Span Linear Independence
Matrix Operations Special Matrices Matrix Decompositions
Introduction to Probability Theory Discrete and Continuous Random Variables
Conditional, Joint, Marginal Probabilities Sum Rule and Product Rule Bayes' Theorem
Bayes' Theorem - Simple Examples
Prerequisites None

To enrol in the course click here!

Did you like our compilation? Have any requests or suggestions? Comment below.

Written By



Karthik KS

Karthik KS works as a Senior Digital Marketing Executive and Technical Content Writer for Skill At Will. He enjoys writing about different technologies and career trends. He is an expert in Search Engine Optimization, Social Media Marketing, Google Ads, Google Analytics and Google Tag Manager. He has done Masters in Marketing and PG diploma in Digital Marketing.

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