With the multifarious applications of Artificial Intelligence, Machine Learning is widely used to study computer algorithms that can enhance automatically and learn and improve through their experience and exposure to different activities. Computer Programmers extensively apply Machine Learning to examine how their algorithms can improve on their own and access data while also getting the knowledge to use it by themselves without any explicit programming. For those inclined towards this specialisation which is broadly covered under the study of Artificial Intelligence, there are several full-time and online courses available. This blog brings you a detailed list of the best online Machine Learning courses you must explore!

For those aiming to learn the intricacies of Machine Learning on their own pace, a wide range of online courses are offered from beginner to expert level. With many learning platforms availing flexible and specialised online courses to students across the globe, flexibility in terms of learning and time schedules is facilitated through these programs thus making them perfect for learners of all ages. Here are the 20 best online machine learning courses in 2021:

Conceptualised by the University of San Francisco, this course meticulously covers the foundational concepts of Machine Learning and was recorded as a part Masters of Science in Data Science offered by the university. It is constituted of 12 lessons with each of them 2 hours long and encompasses modern tools and libraries such as PyTorch, python, scikit-learn and pandas. This is amongst the best online machine learning courses for those who find the math tricky and are good at writing code. Studying this program, you can efficiently practise your math chops and strengthen your basics of machine learning.

Designed by Andrew Ng who is the co-founder of Coursera, this Machine Learning course by Stanford University explores the theoretical as well as practical concepts of this specialisation. It can be easily completed within 11 weeks and covers topics, such as parametric and non-parametric algorithms, clustering, dimensionality reduction. At the conclusion of the course, you will get a shareable certificate that you add to your CV or LinkedIn resume.

Another popular Machine Learning course developed by Andrew Ng in collaboration with Stanford professors and NVIDIA, deep learning institute, this 3-month program comprises 5 courses. Students will get to learn about the foundations of Deep Learning, how to build neural networks, and develop various machine learning projects. Further, it also explores the basics of convolutional networks, RNNs, batch norm, dropout and more. To facilitate practical learning, you will be provided with case studies in fields such as healthcare, autonomous driving, sign language reading, music generation, and natural languages.

Developed by Kirill Eremenko and Hadelin de Pontes, this course is designed specifically for those aiming to master machine learning on Python and R. You will get to study Machine Learning models as well as tools like reinforcement learning, NLP and Deep Learning. Amongst the best online Machine Learning courses, it is 40-hour long and includes numerous practical exercises to help students assess their understanding of varied concepts.

Offered by Harvard University, this is a professional certification program for beginners in the field of Machine Learning. It teaches students about the basics of Machine Learning and then further moves towards covering popular machine learning algorithms, performing cross-validation and regularization. Further, learners will also get to know about training data and how to apply a set of data for finding potentially productive relationships.

Stanford University offers a number of diverse graduate certifications programmes in this rapidly growing area of Artificial Intelligence. Amongst the best online machine learning course, this program explores data, models, and optimization and you will also get to learn the implementation of appropriate algorithms and various developing models. It also discusses various principles and techniques to develop a probabilistic model and work on ML. The dataset mining class helps a student explore a large and wide number of repositories. It helps them to learn and master various methods to extract information from different sources. The duration of this program is 1 to 2 years.

While exploring the best online machine learning courses, you must also research the programs offered by edX in this specialisations. The platform has collaborated with top universities in the world to provide specialised online courses such as Data Science from Harvard, Artificial Intelligence from Columbia, Python Data Science from IBM, or Data Science from Microsoft among a variety of other courses. All of these programs are free and a student has to pay only if he wishes to enrol for a certificate. Course timings range from a few weeks to months.

If you are looking for diploma or certificate programs and courses in Machine Learning in India, there are numerous universities and institutes offering such courses online. Here are the top machine learning courses in India:

Explore the best books for Machine Learning here!

Hope this blog has provided you with all the important details regarding the best online machine learning courses and the information associated with it. Aiming to study in any top-notch educational university? Then you should consult experts at Leverage Edu who will not only facilitate your overseas educational journey but also help you in formulating SOP and LORs. Book your free 30 minutes of e-counselling with the team now.