Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained.
Open source
24 alternativesStepByStepML
Free online machine learning calculators. Input your dataset and watch algorithms like K-Means, Minimax, and KNN get solved step-by-step for CS exams.
About StepByStepML
StepByStepML is a web resource for studying AI and machine learning algorithms for exams. Users plug in data and see the full manual calculation exactly how an exam expects it, alongside theory and examples. It offers interactive solvers paired with theory guides across 10+ CS topics. It was built by a student for students to verify manual calculations for exam prep.
Key features
- Interactive solvers that show full manual calculation steps
- Theory guides paired with each interactive solver
- Search solvers for Minimax, Alpha-Beta Pruning, A*, Uniform Cost Search, BFS, DFS and Greedy Best-First Search
- Solvers for KNN, Decision Tree, Random Forest, Naive Bayes and K-Means
- Solvers for Apriori, Genetic Algorithm, confusion matrix and regression methods
Best for: Computer science students preparing for AI and machine learning exams
StepByStepML at a glance
- Website
- stepbystepml.com
- Category
- Education & Learning › AI Learning & Guides
- Type
- Online tool
- Pricing
- Free
- Platforms
- Web
- Details verified
- Oct 22, 2026 · Official source
- Open source
- Not stated
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
StepByStepML alternatives
Tools and sites you could use instead, ranked by how closely they match.
Made With ML offers lessons on designing, developing, deploying, and improving production machine learning applications.
Tutor AI answers questions, explains concepts, and helps learners follow custom learning pathways at their own pace.
Freemium
23 alternatives
This Coursera course teaches supervised machine learning, regression, and classification with Python.
The Hundred-Page Language Models Book teaches machine learning foundations, transformers, and large language models.
Machine Learning Mastery shares guidance for developers learning to apply machine learning.
Popular in AI Learning & Guides
Well-known listings from the same topic.
NN Visualnn-visual.comTutorialSearchtutorialsearch.ioAnimated AIanimatedai.github.ioR-bloggersr-bloggers.comShikenshiken.aiBuild Clubbuildclub.ai
Is something wrong or out of date?
Tell us and an editor will check it.
Own this website?
Claim this listing
Claim the listing and suggest updates yourself. An editor checks every claim first.