1
Also covers data science and machine learning · same kind of open-source project
This repository provides a roadmap to becoming an artificial intelligence expert.
Alternatives
The Best ML-From-Scratch Alternatives in 2026
24 alternatives3 free · 5 open source
Looking for something like ML-From-Scratch? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 3 are free or have a free plan and 5 are open source.
About ML-From-Scratchgithub.com/eriklindernoren/ML-From-Scratch
VisitML-From-Scratch shares accessible NumPy implementations of machine learning models, from linear regression to deep learning.
Top picks at a glance
First suggestionAI Expert RoadmapThis repository provides a roadmap to becoming an…Free or freemium optionStepByStepMLFree online machine learning calculators. Input your…Another optionMicrosoft AzureAzure for Students provides cloud services, developer…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | AI Expert Roadmap | — | Yes | — |
| 2 | Microsoft Azure | — | Not stated | Linux, Web, Windows |
| 3 | AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics | — | Yes | — |
| 4 | Homemade Machine Learning | — | Yes | — |
| 5 | pattern classification | — | Yes | — |
| 6 | Andrew Ng’s Machine Learning at Stanford University | — | Not stated | Web |
| 7 | Machine Learning Mastery | — | Not stated | Web |
| 8 | Stanford CS336: Language Modeling from Scratch | — | Not stated | Web |
| 9 | NirDiamant/GenAI Agents | — | Not stated | — |
| 10 | Analytics Vidhya | — | Not stated | Web |
All ML-From-Scratch alternatives
2
Microsoft Azure
azure.microsoft.com/en-us/free/studentsAlso covers data science and machine learning
Azure for Students provides cloud services, developer tools, and credits for building apps and exploring AI.
3
AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics
github.com/Western-OC2-Lab/AutoML-Implementati…Open sourceAlso covers machine learning and open source · same kind of open-source project
This repository provides a tutorial implementation of AutoML for batch and online learning.
4
Also covers machine learning and open source · same kind of open-source project
Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained.
5
Also covers machine learning and open source · same kind of open-source project
This repository collects tutorials and examples for learning machine learning and pattern classification.
6
Andrew Ng’s Machine Learning at Stanford University
coursera.org/learn/machine-learningAlso covers machine learning
This Coursera course teaches supervised machine learning, regression, and classification with Python.
7
Machine Learning Mastery
machinelearningmastery.comAlso covers machine learning
Machine Learning Mastery shares guidance for developers learning to apply machine learning.
8
Stanford CS336: Language Modeling from Scratch
cs336.stanford.eduAlso covers machine learning
Stanford CS336 provides course schedules, assignments, and materials for language modeling from scratch.
9
NirDiamant/GenAI Agents
github.com/NirDiamant/GenAI_AgentsAlso covers machine learning · same kind of open-source project
This repository contains more than 50 tutorials and implementations for generative AI agent techniques.
10
Analytics Vidhya
analyticsvidhya.com/datahackAlso covers data science
Analytics Vidhya’s DataHack platform offers data science challenges, hackathons, and learning resources.
11
nbshare
nbshare.io/notebooks/data-scienceAlso covers data science
nbshare provides notebooks and learning materials for data analytics with Python and R.
12
The 100-Page Language Models Book
thelmbook.comAlso covers machine learning
The Hundred-Page Language Models Book teaches machine learning foundations, transformers, and large language models.
13
Introduction to Machine Learning with Python
github.com/amueller/introduction_to_ml_with_py…Also covers machine learning · same kind of open-source project
Notebooks and code for the book "Introduction to Machine Learning with Python".
14
Weka
ml.cms.waikato.ac.nz/wekaAlso covers machine learning · same kind of open-source project
Weka 3 provides open source machine learning and data mining software written in Java.
15
Also covers machine learning · free
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.
16
NormConf - The Normcore Tech Conference
normconf.comAlso covers machine learning
Normconf is the tech conference about all the stuff that matters in data and machine learning, but doesn.
17
Made With ML
madewithml.comAlso covers machine learning
Made With ML offers lessons on designing, developing, deploying, and improving production machine learning applications.
18
Mlu github
mlu-explain.github.ioAlso covers machine learning
MLU-Explain provides visual explanations of machine learning concepts through educational materials.
19
Sebastian Thrun’s Introduction To Machine Learning
udacity.com/course/intro-to-machine-learning--…Also covers machine learning
Udacity’s Introduction to Machine Learning course covers foundational machine learning and data analysis.
20
ICML
icml.cc/2015Also covers machine learning
The ICML site provides information about the International Conference on Machine Learning in Lille.
21
Also covers machine learning · free plan
Tutor AI answers questions, explains concepts, and helps learners follow custom learning pathways at their own pace.
22
Also covers machine learning · free
TutorialSearch searches and compares online tutorials and courses across learning platforms.
23
Chip Huyen's Blog
huyenchip.com/blogAlso covers machine learning
Chip Huyen writes about AI system design and bringing AI applications into production.
24
Also covers open source · same kind of open-source project
The OpenAI Cookbook provides examples and guides for using the OpenAI API.
No alternatives match this filter.
Alternatives to similar tools
Andrew Ng’s Machine Learning at Stanford University24 alternativesHomemade Machine Learning24 alternativesAnalytics Vidhya7 alternativesIntroduction to Machine Learning with Python24 alternativesNirDiamant/GenAI Agents24 alternativesnbshare13 alternatives
What is the best alternative to ML-From-Scratch?
Based on features, tags and platforms, the closest alternatives to ML-From-Scratch are AI Expert Roadmap, Microsoft Azure, and AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics.
Is there a free alternative to ML-From-Scratch?
Yes. StepByStepML, Tutor AI, and TutorialSearch are free or offer a free plan.
Are there open-source alternatives to ML-From-Scratch?
Yes: AI Expert Roadmap, AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics, Homemade Machine Learning, and pattern classification.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative