25 Best Machine Learning Courses Online
Choosing a machine‑learning course online involves matching the curriculum, teaching style and price to your goals. The courses listed here are all delivered through Coursera and range from $49 to $99, covering introductory concepts, practical toolkits and specialised applications such as visual recognition, natural‑language processing and MLOps.
If you are new to the field, courses like IBM Introduction to Machine Learning or Machine Learning Foundations: A Case Study Approach provide a structured overview. Professionals looking to apply techniques quickly may prefer Machine Learning Rapid Prototyping with IBM Watson Studio or Cloud Machine Learning Engineering and MLOps. Each offering includes a Coursera‑issued certificate upon completion, and the providers – IBM, several universities and research institutes – bring distinct academic and industry perspectives.
- Courses compared
- 25
- Price range
- $49.00 – $99.00
- Providers
- Coursera
- Last updated
- 18 Sep 2026
How these 25 courses were chosen
Every course below is a real, currently listed course from Coursera, matched to "machine learning" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.
There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $49.00 to $99.00, as listed by the provider when we last updated the page.
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1
AI Workflow: Machine Learning, Visual Recognition and NLP
Offered by IBM
This is the fourth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a wo...
$99.00listed price -
2
Machine Learning Foundations: A Case Study Approach
Offered by University of Washington
Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anythin...
$79.00listed price -
3
Machine Learning Rapid Prototyping with IBM Watson Studio
Offered by IBM
An emerging trend in AI is the availability of technologies in which automation is used to select a best-fit model, perform feature engineering and improve model performance via hyperparameter optimization. This automati...
$49.00listed price -
4
Advanced Methods in Machine Learning Applications
Offered by Johns Hopkins University
The course "Advanced Methods in Machine Learning Applications" delves into sophisticated machine learning techniques, offering learners an in-depth understanding of ensemble learning, regression analysis, unsupervised le...
$49.00listed price -
5
Machine Learning Capstone
Offered by IBM
This Machine Learning Capstone course uses various Python-based machine learning libraries, such as Pandas, sci-kit-learn, and Tensorflow/Keras. You will also learn to apply your machine-learning skills and demonstrate y...
$49.00listed price -
6
Machine Learning for Marketers
Offered by University of Colorado System
"Machine Learning for Marketers" is an advanced course tailored for professionals looking to integrate machine learning into their marketing strategies. This course uniquely focuses on both predictive analytics and decis...
$49.00listed price -
7
Cloud Machine Learning Engineering and MLOps
Offered by Duke University
Welcome to the fourth course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will build upon the Cloud computing and data engineering concepts introduced in the first three courses...
$49.00listed price -
8
Machine Learning: Algorithms in the Real World
Offered by Alberta Machine Intelligence Institute
This specialization is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domai...
$79.00listed price -
9
IBM Introduction to Machine Learning
Offered by IBM
Machine learning skills are becoming more and more essential in the modern job market. In 2019, Machine Learning Engineer was ranked as the #1 job in the United States, based on the incredible 344% growth of job openings...
$49.00listed price -
10
Machine Learning and its Applications
Offered by University of Glasgow
This course provides a practical introduction to machine learning techniques for data analysis in MATLAB, focusing on widely used methods for real-world technical applications. You will begin by exploring the core concep...
$49.00listed price -
11
Mathematics for Machine Learning: Multivariate Calculus
Offered by Imperial College London
This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slop...
$49.00listed price -
12
Reliability, Cloud Computing and Machine Learning
Offered by Johns Hopkins University
The course "Reliability, Cloud Computing and Machine Learning" explores advanced distributed database concepts, focusing on transaction management, reliability protocols, and data warehousing, while also diving deeper in...
$49.00listed price -
13
Machine Learning
Offered by Stanford University
The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learnin...
$49.00listed price -
14
Guided Tour of Machine Learning in Finance
Offered by New York University
This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Supervised Machine Learning methods are used in the capstone project to predict bank closures...
$49.00listed price -
15
Deploying Machine Learning Models
Offered by University of California San Diego
In this course we will learn about Recommender Systems (which we will study for the Capstone project), and also look at deployment issues for data products. By the end of this course, you should be able to implement a wo...
$49.00listed price -
16
Applied Machine Learning
Offered by Johns Hopkins University
This specialization is intended for post-graduate students seeking to develop practical machine-learning skills applicable across various domains. Through three comprehensive courses, learners will explore core technique...
$49.00listed price -
17
Data Science: Statistics and Machine Learning
Offered by Johns Hopkins University
Build models, make inferences, and deliver interactive data products. This specialization continues and develops on the material from the Data Science: Foundations using R specialization. It covers statistical inference,...
$49.00listed price -
18
Machine Learning and Reinforcement Learning in Finance
Offered by New York University
The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on core paradigms and algorithms of machine learning (ML), with a particular focus on applica...
$49.00listed price -
19
Machine Learning for All
Offered by University of London
Machine Learning, often called Artificial Intelligence or AI, is one of the most exciting areas of technology at the moment. We see daily news stories that herald new breakthroughs in facial recognition technology, self...
$49.00listed price -
20
The Nuts and Bolts of Machine Learning
Offered by Google
This is the fifth course in the Google Advanced Data Analytics Certificate. In this course, you’ll learn about machine learning, which uses algorithms and statistics to teach computer systems to discover patterns in data...
$49.00listed price -
21
Introduction to Machine Learning: Unsupervised Learning
Offered by University of Colorado Boulder
Introduction to Machine Learning: Unsupervised Learning explores how machines uncover structure, patterns, and relationships in data without labeled outcomes. In this course, you’ll learn how to analyze and visualize hig...
$49.00listed price -
22
Introduction to Trading, Machine Learning & GCP
Offered by Google Cloud & New York Institute of Finance
In this course, you’ll learn about the fundamentals of trading, including the concept of trend, returns, stop-loss, and volatility. You will learn how to identify the profit source and structure of basic quantitative tra...
$79.00listed price -
23
Machine Learning with Small Data Part 2
Offered by Northeastern University
By completing this course, you'll master building powerful machine learning systems that excel with limited data. You'll gain expertise in multi-task learning, meta-learning, and advanced data augmentation—from physics-b...
$49.00listed price -
24
Machine Learning Algorithms: Supervised Learning Tip to Tail
Offered by Alberta Machine Intelligence Institute
This course takes you from understanding the fundamentals of a machine learning project. Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where...
$99.00listed price -
25
Mathematics for Machine Learning and Data Science
Offered by DeepLearning.AI
Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply math concepts through progr...
$49.00listed price
Best Machine Learning Courses Online compared
Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.
What the prices here tell you
The 25 priced courses on this page run from $49.00 to $99.00, with the middle of the range around $49.00 — a spread of $50.00. The options are closely priced, so cost is unlikely to be your deciding factor. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.
Who is behind these courses
These courses come from Coursera. Everything on this page is sold on the one platform, so the buying experience is the same whichever you pick. 17 of these are produced by a named university or institution, including IBM, University of Washington and Johns Hopkins University — which usually means a fixed syllabus and a recognised certificate, rather than an individual instructor’s own course.
Before you enrol
Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 18 September 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.