Homebreadcumb forward arrow iconBlogbreadcumb forward arrow iconArtificial Intelligencebreadcumb forward arrow iconTop Free Machine Learning Online Courses [For Freshers & Experienced]

Top Free Machine Learning Online Courses [For Freshers & Experienced]

Last updated:
22nd Jun, 2021
Read Time
3 Mins
share image icon
In this article
Chevron in toc
View All
Top Free Machine Learning Online Courses [For Freshers & Experienced]

Most of the services you use daily – whether the movie recommender on Netflix, or YouTube’s feed algorithm, or even Amazon’s suggestions – are powered by Machine Learning. 

Top Machine Learning and AI Courses Online

Modelled on how humans learn, Machine Learning is the process of teaching machines to learn from experience so that their performance improves over time. You’d have noticed your recommender systems improving over time – it’s because they work on data. The more data you feed, the more it learns, and the better the algorithm performs. As a result, Machine Learning has found a way into industries that need to profile consumers and deliver improved customer experiences. 

From machine learning comes concepts like neural networks and deep learning. These technologies are still very young. However, thanks to continual research and advances, innovators worldwide are leveraging new-age technologies to create pioneering solutions and products. 

Ads of upGrad blog

Trending Machine Learning Skills

If you, too, are eager to experiment with artificial intelligence, machine learning, and deep learning, you can join the machine learning bandwagon, thanks to easily accessible online ML courses.

The best part about machine learning online courses is that candidates from any educational or professional background can pursue them. Plus, certification courses boost your confidence and enhance your competency. 

Join the AI & ML Courses online from the World’s top Universities – Masters, Executive Post Graduate Programs, and Advanced Certificate Program in ML & AI to fast-track your career.

The Best Machine Learning Free Online Courses

upGrad brings you upStart – a portal for you to access free courses amidst your busy professional or academic schedule. Here are some Machine Learning courses offered by upStart: 

1. Linear Regression – Step by Step Guide

This step-by-step guide course designed by upGrad is perfect for beginners and experienced professionals alike. Spanning over 21 hours, this course takes you through linear regression and teaches you all the nuances behind how one variable impacts the other in the machine learning environment. The course is designed in collaboration with industry experts who have been working on real-world Machine Learning problems and aims to give students a glimpse into the inner workings of Machine Learning concepts. 

2. Logistic Regression for Beginners

Logistic Regression is an integral part of Machine Learning, particularly for binary classification. This 17-hour course is perfect for beginners looking to get introduced to Machine Learning and binary classification technicalities.

Many data science and machine learning experts worldwide recommend that beginners start their journey by understanding the nuances of Logistic Regression, which is what this course aims to do. After completing this 17-hour course, you’ll have much better clarity of different machine learning concepts. 

3. Unsupervised Learning: Clustering

Unsupervised Learning is a technique wherein you don’t require to supervise the machine learning model. The learning process, in this case, doesn’t happen in the presence of an observer, but it occurs through either clustering or classification. This course by upGrad focuses on the Clustering aspect of Unsupervised Learning.

Clustering broadly involves segregating data based on the similarities between data instances. It involves an iterative process where you find cluster centres known as centroids and assign data points to them. In this 11-hour course, you will learn about clustering elements without any predefined labels. 

Popular AI and ML Blogs & Free Courses

In Conclusion

Ads of upGrad blog

Machine Learning is a fascinating domain. What’s even more astonishing is the pace at which ML is penetrating different sectors, resulting in innovations and new job roles. Not to forget, ML profiles promise high career growth and above-average salaries. Hence, both students and professionals from different backgrounds are eagerly switching to machine learning, AI, and data science careers.  

We hope this article helped you find a starting point for your journey in machine learning. No matter which course you choose, make sure that you club your theoretical knowledge with practical problem-solving through real-world projects. 

If you’re interested to learn more about machine learning, to become an expert, check out IIIT-B & upGrad’s Executive PG Programme in Machine Learning & AI which is designed for working professionals and offers 450+ hours of rigorous training, 30+ case studies & assignments, IIIT-B Alumni status, 5+ practical hands-on capstone projects & job assistance with top firms.



Blog Author
Meet Sriram, an SEO executive and blog content marketing whiz. He has a knack for crafting compelling content that not only engages readers but also boosts website traffic and conversions. When he's not busy optimizing websites or brainstorming blog ideas, you can find him lost in fictional books that transport him to magical worlds full of dragons, wizards, and aliens.
Get Free Consultation

Select Coursecaret down icon
Selectcaret down icon
By clicking 'Submit' you Agree to  
UpGrad's Terms & Conditions

Our Popular Machine Learning Course

Explore Free Courses

Suggested Blogs

Top 9 Python Libraries for Machine Learning in 2024
Machine learning is the most algorithm-intense field in computer science. Gone are those days when people had to code all algorithms for machine learn
Read More

by upGrad

19 Feb 2024

Top 15 IoT Interview Questions & Answers 2024 – For Beginners & Experienced
These days, the minute you indulge in any technology-oriented discussion, interview questions on cloud computing come up in some form or the other. Th
Read More

by Kechit Goyal

19 Feb 2024

Data Preprocessing in Machine Learning: 7 Easy Steps To Follow
Summary: In this article, you will learn about data preprocessing in Machine Learning: 7 easy steps to follow. Acquire the dataset Import all the cr
Read More

by Kechit Goyal

18 Feb 2024

Artificial Intelligence Salary in India [For Beginners & Experienced] in 2024
Artificial Intelligence (AI) has been one of the hottest buzzwords in the tech sphere for quite some time now. As Data Science is advancing, both AI a
Read More

by upGrad

18 Feb 2024

24 Exciting IoT Project Ideas & Topics For Beginners 2024 [Latest]
Summary: In this article, you will learn the 24 Exciting IoT Project Ideas & Topics. Take a glimpse at the project ideas listed below. Smart Agr
Read More

by Kechit Goyal

18 Feb 2024

Natural Language Processing (NLP) Projects & Topics For Beginners [2023]
What are Natural Language Processing Projects? NLP project ideas advanced encompass various applications and research areas that leverage computation
Read More

by Pavan Vadapalli

17 Feb 2024

45+ Interesting Machine Learning Project Ideas For Beginners [2024]
Summary: In this Article, you will learn Stock Prices Predictor Sports Predictor Develop A Sentiment Analyzer Enhance Healthcare Prepare ML Algorith
Read More

by Jaideep Khare

16 Feb 2024

AWS Salary in India in 2023 [For Freshers & Experienced]
Summary: In this article, you will learn about AWS Salary in India For Freshers & Experienced. AWS Salary in India INR 6,07,000 per annum AW
Read More

by Pavan Vadapalli

15 Feb 2024

Top 8 Exciting AWS Projects & Ideas For Beginners [2023]
AWS Projects & Topics Looking for AWS project ideas? Then you’ve come to the right place because, in this article, we’ve shared multiple AWS proj
Read More

by Pavan Vadapalli

13 Feb 2024

Schedule 1:1 free counsellingTalk to Career Expert
footer sticky close icon