9 Best Machine Learning Online Classes, Courses & Tutorials (some with Certification)

The votes are in! These are the best 9 machine learning online classes, courses, certificates and training programs. The list was created after carefully comparing over 20 machine learning courses and going through 5 of them ourselves. For these machine learning resources, we looked at different factors like the number of students, duration, difficulty level, price (free vs paid) and instructor. Scroll down to see our list.

  1. Machine Learning
  2. Data Science: Machine Learning
  3. Machine Learning A-Z™: Hands-On Python & R In Data Science
  4. Deep Learning
  5. Python for Data Science and Machine Learning Bootcamp
  6. Machine Learning, Data Science and Deep Learning with Python
  7. Machine Learning with Python: A Practical Introduction
  8. Machine Learning
  9. Data Science and Machine Learning Bootcamp with R

Machine Learning

Platform: Coursera
Duration: About 55 hours

Explore the world of machine learning and AI in this fascinating online class. By the end of this class, you will have a basic understanding of programming and machine learning techniques.

The Machine Learning course is available on Coursera and taught by Andrew Ng, the CEO/Founder of Landing AI. There are currently 2337287 students enrolled in this online class.

Skills you will learn

  • Study parametric and non-parametric algorithms
  • Learn about support vector machines and neural networks
  • Explore kernels
  • Study dimensionality reduction
  • Understand the basics of recommender systems and deep learning
  • Learn about AI and machine learning best practices
  • Gain useful problem-solving skills

If you are interested in machine learning and want to get your foot in the door of this exciting field, this class is perfect for you. Whether you are pursuing machine learning for fun or for professional reasons, you will gain a lot of useful and interesting information if you sign up for this course.

Data Science: Machine Learning

Platform: edX
Duration: 2-4 hours/week for 8 weeks

Learn the basics of data science and machine learning. Upon completion, you will be able to use data mining techniques successfully. Be aware that this course is part of a certification series, so there may be some recommended prerequisites involved.

The Data Science: Machine Learning class is available on edX and taught by Rafael Irizarry, a Professor of Biostatistics at Harvard University.

Skills you will learn

  • Learn the fundamentals of machine learning
  • Study data science and data mining basics
  • Understand cross-validation and the concept of overtraining
  • Explore useful algorithms
  • Build a recommendation system all on your own
  • Learn about the uses of regularization
  • Explore principal component analysis

This course is intended for those who are professionally or personally interested in the field of data science. If you are curious about machine learning in general, this course will be a perfect fit for you.

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

Platform: Udemy
Duration: About 41 hours

Use Python and R programming to create useful machine learning algorithms. You will be provided with the basic knowledge and templates to succeed in this exciting industry. The Udemy course comes also with a certificate.

The Machine Learning A-Z™: Hands-On Python & R In Data Science course is available on Udemy and taught by Kirill Eremenko, a data scientist. There are currently 416,449 students enrolled in this online class.

Skills you will learn

  • Study data preprocessing
  • Learn about the basics of regressions in general
  • Understand simple and multiple linear regressions
  • Study polynomial regressions
  • Learn about SVR
  • Understand decision tree and random forest regressions
  • Learn how to evaluate regression models

You should sign up for this class if you want to know the basics of machine learning. This course is ideal for beginners and those with an intermediate level of experience. If you aren’t a confident coder but want to learn more, you will benefit from this interesting course.

Deep Learning

Platform: Coursera
Duration: Approx. 3 months

Refine your Deep Learning skills when you sign up for this course. By the end of this class, you will be knowledgeable about one of the most sought after machine learning and AI skills.

The Deep Learning class is available on Coursera and taught by Andrew Ng, CEO/Founder Landing AI. More than 210,000 students have already enrolled in this course.

Skills you will learn

  • Study the basics of Deep Learning
  • Explore Deep Learning technology trends
  • Build neural networks
  • Learn about hyperparameter tuning
  • Study the process behind regularization and optimization
  • Explore convolutional neural networks
  • Create your own machine learning project
  • Use algorithms to create a variety of sequence models

We recommend this course to people who have a basic or intermediate understanding. You will appreciate the information in this course if you want to take your Deep Learning skills to a more advanced level.

Python for Data Science and Machine Learning Bootcamp

Platform: Udemy
Duration: About 22.5 hours

Increase your marketable skills as a data scientist by learning the ins and outs of Python. If you are ready to advance your knowledge of programming, sign up for this course right away. All Udemy courses come with a certificate of completion.

The Python for Data Science and Machine Learning Bootcamp course is available on Udemy and taught by Jose Portilla, a data scientist. There are currently 216,601 students enrolled.

Skills you will learn

  • Learn the basics of Python software
  • Explore NumPy for numerical data
  • Use Pandas for data analysis purposes
  • Study Matplotlib to learn plotting in Python
  • Use Seaborn to create statistical plots
  • Learn about Logistic and Linear Regressions
  • Study Neural Networks

This course was designed for students who have an understanding of basic programming. You should sign up for this course if you want to learn to master Python in order to tackle more advanced data science projects.

Machine Learning, Data Science and Deep Learning with Python

Platform: Udemy
Duration: About 13 hours

Become adept at using Python while exploring data science and Deep Learning concepts. By the end of this course, you will be able to build your own basic recommendation system.

The Machine Learning, Data Science and Deep Learning with Python course is available on Udemy and taught by Frank Kane, founder of Sundog Education. There are 93,619 students enrolled in this online class.

Skills you will learn

  • Learn the basics of Python
  • Review probability concepts and equations
  • Explore predictive models and recommender systems
  • Study data mining techniques
  • Understand how experimental design fits into the real world
  • Learn more about Neural Networks and Deep Learning
  • Use Tensorflow and Keras to build neural networks on your own

If you have had some exposure to programming, this class is an ideal next step for you. We recommend this course to people who want to make themselves professionally marketable in the fields of AI, machine learning, and data science.

Machine Learning with Python: A Practical Introduction

Platform: edX
Duration: 4-6 hours/week for 5 weeks

Explore machine learning while increasing your knowledge of how to use Python software. This comprehensive introduction to the field of data science will prepare you to successfully take on more complex AI concepts in the future. This course is part of a Professional Certificate Program series.

The Machine Learning with Python: A Practical Introduction class is available on edX and taught by Saeed Aghabozorgi, Ph.D. and Sr. Data Scientist at IBM.

Skills you will learn

  • Compare supervised and unsupervised machine learning concepts
  • Understand the relationship between machine learning and statistical modeling
  • Explore how machine learning impacts our culture
  • Study useful algorithms
  • Understand the basics of machine learning

You should take this course if you are a beginner to Python and data science. If you are interested in pursuing a career in machine learning, this course will help set you on the right path.

Machine Learning

Platform: Coursera
Duration: About 6 hours/week for 8 months

Explore the fundamentals of machine learning in this useful and interesting class. You will learn from case studies and hands-on projects. Upon completion, you will receive a certificate that you can show to future clients or employers.

The Machine Learning course is available on Coursera and taught by Carlos Guestrin, an Amazon Professor of Machine Learning at the University of Washington. There are currently 64,442 students enrolled in this class.

Skills you will learn

  • Learn the foundational concepts of machine learning
  • Explore case studies to expand your understanding
  • Study examples of regression in machine learning
  • Learn about prediction and feature selection
  • Understand classification
  • Use input features to create models and predict classes
  • Learn about clustering and retrieval techniques

A basic understanding of Python or another language of your choice is strongly recommended before signing up for this course. If you are interested in pursuing a career in machine learning, look no further than this excellent course.

Data Science and Machine Learning Bootcamp with R

Platform: Udemy
Duration: Almost 18 hours

Learn the basics of R programming. You will enhance your knowledge of machine learning and data science by the end of this helpful course.

The Data Science and Machine Learning Bootcamp with R course is available on Udemy and taught by Jose Portilla, a data scientist. There are currently 40,593 students in this online class.

Skills you will learn

  • Learn the basics of R programming
  • Explore matrices, data frames, and lists
  • Use R with CSV, SQL, and Excel files
  • Study data manipulation techniques
  • Explore a variety of machine learning algorithms
  • Learn the fundamentals of data science and machine learning
  • Study neural networking and Deep Learning

If you are interested in becoming a professional data scientist, this course is perfect for you. You should sign up if you want to increase your understanding of machine learning in general.

You’ve made it, we hope you found the course you were looking for. This was our list of the best machine learning online classes, courses and trainings offering a certificate. What course did you choose? Let us know. Thanks for checking out the list!

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