If you’re looking to build new skills or advance your career, these online courses can help you get started. Our editorial team reviewed dozens of highly rated programs, student reviews, course content, instructor quality, and enrollment numbers to create this list of the 10 Best Machine Learning Certification Online Courses, Training Programs, Classes, Tutorials, and Certifications available today.
Whether you’re a beginner or an experienced professional, these courses offer flexible learning options designed to help you gain practical knowledge and real-world skills at your own pace.
10 Best Machine Learning Certification Courses, Training, Classes & Tutorials Online
| Course Name | Enrolled Students (Count) | Reviews (count) |
|---|---|---|
| 1. Machine Learning A-Z™: Hands-On Python & R In Data Science Our Best Pick | 888481+ | 161303+ |
| 2. Python for Data Science and Machine Learning Bootcamp | 568581+ | 119090+ |
| 3. Machine Learning & Deep Learning in Python & R | 354495+ | 4896+ |
| 4. Machine Learning, Data Science and Deep Learning with Python | 166859+ | 27669+ |
| 5. Data Science and Machine Learning Bootcamp with R | 83152+ | 15164+ |
| 6. Introduction to Machine Learning for Data Science | 55859+ | 11895+ |
| 7. The Complete Machine Learning Course with Python | 30748+ | 5317+ |
| 8. Scala and Spark for Big Data and Machine Learning | 29802+ | 5039+ |
| 9. Deep Learning Prerequisites: Linear Regression in Python | 29579+ | 5408+ |
| 10. AWS Certified Machine Learning Specialty (MLS-C01) | 25814+ | 3134+ |
Online learning has become one of the most convenient and affordable ways to develop professional skills, prepare for certification exams, and stay competitive in today’s job market. The courses below were selected based on course quality, student feedback, instructor reputation, and overall value.
1. Machine Learning A-Z™: Hands-On Python & R In Data Science by Kirill Eremenko, Hadelin de Ponteves, Ligency I Team, Ligency Team Udemy Course Our Best Pick
Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.
At the time of writing, more than 888481+ students have enrolled in this course and shared over 161303+ reviews.
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2. Python for Data Science and Machine Learning Bootcamp by Jose Portilla Udemy Course
Learn how to use NumPy, Pandas, Seaborn , Matplotlib , Plotly , Scikit-Learn , Machine Learning, Tensorflow , and more!
At the time of writing, more than 568581+ students have enrolled in this course and shared over 119090+ reviews.
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3. Machine Learning & Deep Learning in Python & R by Start-Tech Academy Udemy Course
Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R
At the time of writing, more than 354495+ students have enrolled in this course and shared over 4896+ reviews.
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4. Machine Learning, Data Science and Deep Learning with Python by Sundog Education by Frank Kane, Frank Kane, Sundog Education Team Udemy Course
Complete hands-on machine learning tutorial with data science, Tensorflow, artificial intelligence, and neural networks
At the time of writing, more than 166859+ students have enrolled in this course and shared over 27669+ reviews.
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5. Data Science and Machine Learning Bootcamp with R by Jose Portilla Udemy Course
Learn how to use the R programming language for data science and machine learning and data visualization!
At the time of writing, more than 83152+ students have enrolled in this course and shared over 15164+ reviews.
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6. Introduction to Machine Learning for Data Science by David Valentine Udemy Course
A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist.
At the time of writing, more than 55859+ students have enrolled in this course and shared over 11895+ reviews.
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7. The Complete Machine Learning Course with Python by Codestars by Rob Percival, Anthony NG, Rob Percival Udemy Course
Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning & More!
At the time of writing, more than 30748+ students have enrolled in this course and shared over 5317+ reviews.
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8. Scala and Spark for Big Data and Machine Learning by Jose Portilla Udemy Course
Learn the latest Big Data technology – Spark and Scala, including Spark 2.0 DataFrames!
At the time of writing, more than 29802+ students have enrolled in this course and shared over 5039+ reviews.
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9. Deep Learning Prerequisites: Linear Regression in Python by Lazy Programmer Inc. Udemy Course
Data science, machine learning, and artificial intelligence in Python for students and professionals
At the time of writing, more than 29579+ students have enrolled in this course and shared over 5408+ reviews.
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10. AWS Certified Machine Learning Specialty (MLS-C01) by Chandra Lingam Udemy Course
Hands on AWS ML SageMaker Course with Practice Test. Join Live Study Group Q&A!
At the time of writing, more than 25814+ students have enrolled in this course and shared over 3134+ reviews.
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