12 Best Classification Courses for Beginners
We compared 12 Classification courses currently listed on Coursera, Udemy and edX, priced from $19.99 to $199.99. 1 comes from a named university or institution, including Corporate Finance Institute. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.
- Courses compared
- 12
- Price range
- $19.99 – $199.99
- Providers
- Coursera, Udemy, edX
- Last updated
- 18 Sep 2026
How these 12 courses were chosen
Every course below is a real, currently listed course from Coursera, Udemy, edX, matched to "classification" 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 $19.99 to $199.99, as listed by the provider when we last updated the page.
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1
Classification - Fundamentals & Practical Applications
Offered by Corporate Finance Institute
Classification problems are one of the most common scenarios we face in data science. This course will help you understand and apply common algorithms to make predictions and drive decision-making in business. Whether yo...
$49.00listed price -
2
Data Mining course for beginners
This course contains the use of artificial intelligence.Welcome to the Data Mining for Beginners course! If you want to learn how to extract useful information from data and apply this knowledge in practice, this course...
$19.99listed price -
3
Artificial Intelligence for Beginners: Understand the basics
This course takes you on a journey to demystify Artificial Intelligence. We start with a historical perspective and understand the journey of AI through time. We learn about the term artificial intelligence and its origi...
$19.99listed price -
4
Machine Learning: from Zero to Hero: (1) Introduction to ML
Machine Learning: From Zero to Hero is a series of courses designed for anyone looking to start a career as an ML engineer, DL Engineer, data scientist, or AI engineer.This series approaches Machine Learning from two mai...
$39.99listed price -
5
AI & Machine Learning From Scratch: Build Real-World Models
Artificial Intelligence (AI) and Machine Learning (ML) are transforming software development, cybersecurity, healthcare, and modern startups. However, most online courses only teach how to use AI tools or APIs, without e...
$129.99listed price -
6
Beginner Guide to Artificial Intelligence & Machine Learning
Implement Machine Learning algorithmsHow to improve your Machine Learning ModelsBuild a portfolio of work to have on your resumeSupervised and Unsupervised LearningExplore large datasets using data visualization tools li...
$99.99listed price -
7
Introduction to Machine Learning with Scikit-Learn
This course introduces machine learning covering the three main techniques used in industry: regression, classification, and clustering. It is designed to be self-contained, easy to approach, and fast to assimilate.You w...
$199.99listed price -
8
Implementing AI Algorithms from Scratch
Offered by CodeSignal
Build core artificial intelligence and machine learning algorithms from scratch to understand how they work beneath high-level libraries. This advanced path covers neural networks, clustering, ensembles, optimization, cl...
$160.00listed price -
9
Introduction to AI and ML (Coding Foundations)
Offered by Microsoft
Build a strong foundation in artificial intelligence and machine learning. Learn core AI concepts, prepare and visualize data using Python, build regression and classification models, evaluate performance responsibly, an...
$65.00listed price -
10
Comprehensive Introduction to PyTorch
Offered by CodeSignal
Build practical PyTorch skills for deep learning, from tensor operations to neural network training and optimization. Apply these concepts through hands-on modeling with real datasets, including multi-class classificatio...
$75.00listed price -
11
Introduction to Machine Learning with SciKit Learn
Offered by CodeSignal
Build a practical foundation in machine learning with scikit-learn, from data preprocessing to model training and evaluation. Explore regression, classification, ensembles, cross-validation, and hyperparameter tuning.
$135.00listed price -
12
Introduction to Natural Language Processing
Offered by CodeSignal
Build a practical foundation in natural language processing using Python. Learn to explore, preprocess, vectorize, and classify text data with common machine learning techniques.
$75.00listed price
Best Classification Courses for Beginners compared
| # | Course | Provider | Offered by | Price | |
|---|---|---|---|---|---|
| 1 | Classification - Fundamentals & Practical Applications | Coursera | Corporate Finance Institute | $49.00 | View → |
| 2 | Data Mining course for beginners | Udemy | — | $19.99 | View → |
| 3 | Artificial Intelligence for Beginners: Understand the basics | Udemy | — | $19.99 | View → |
| 4 | Machine Learning: from Zero to Hero: (1) Introduction to ML | Udemy | — | $39.99 | View → |
| 5 | AI & Machine Learning From Scratch: Build Real-World Models | Udemy | — | $129.99 | View → |
| 6 | Beginner Guide to Artificial Intelligence & Machine Learning | Udemy | — | $99.99 | View → |
| 7 | Introduction to Machine Learning with Scikit-Learn | Udemy | — | $199.99 | View → |
| 8 | Implementing AI Algorithms from Scratch | edX | CodeSignal | $160.00 | View → |
| 9 | Introduction to AI and ML (Coding Foundations) | edX | Microsoft | $65.00 | View → |
| 10 | Comprehensive Introduction to PyTorch | edX | CodeSignal | $75.00 | View → |
| 11 | Introduction to Machine Learning with SciKit Learn | edX | CodeSignal | $135.00 | View → |
| 12 | Introduction to Natural Language Processing | edX | CodeSignal | $75.00 | View → |
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 12 priced courses on this page run from $19.99 to $199.99, with the middle of the range around $75.00 — a spread of $180.00. That is a wide gap for one subject. 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, Udemy and edX. The platforms differ in how they sell: some charge once per course, others expect a subscription, and the listed price is not always what you pay at checkout after a promotion. 1 of these are produced by a named university or institution, including Corporate Finance Institute — 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.