ML-From-Scratch shares accessible NumPy implementations of machine learning models, from linear regression to deep learning.
The Best Microsoft Azure Alternatives in 2026
Looking for something like Microsoft Azure? 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.
Azure for Students provides cloud services, developer tools, and credits for building apps and exploring AI.
Top picks at a glance
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | ML-From-Scratch | — | Yes | — |
| 2 | AI Expert Roadmap | — | Yes | — |
| 3 | nbshare | — | Not stated | Web |
| 4 | Analytics Vidhya | — | Not stated | Web |
| 5 | Machine Learning Mastery | — | Not stated | Web |
| 6 | StepByStepML | Free | Not stated | Web |
| 7 | Tutor AI | Freemium | Not stated | Web |
| 8 | Made With ML | — | Not stated | Web |
| 9 | Andrew Ng’s Machine Learning at Stanford University | — | Not stated | Web |
| 10 | Stanford CS336: Language Modeling from Scratch | — | Not stated | Web |
All Microsoft Azure alternatives
This repository provides a roadmap to becoming an artificial intelligence expert.
nbshare
nbshare.io/notebooks/data-sciencenbshare provides notebooks and learning materials for data analytics with Python and R.
Analytics Vidhya
analyticsvidhya.com/datahackAnalytics Vidhya’s DataHack platform offers data science challenges, hackathons, and learning resources.
Machine Learning Mastery
machinelearningmastery.comMachine Learning Mastery shares guidance for developers learning to apply machine learning.
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.
Tutor AI answers questions, explains concepts, and helps learners follow custom learning pathways at their own pace.
Made With ML
madewithml.comMade With ML offers lessons on designing, developing, deploying, and improving production machine learning applications.
Andrew Ng’s Machine Learning at Stanford University
coursera.org/learn/machine-learningThis Coursera course teaches supervised machine learning, regression, and classification with Python.
Stanford CS336: Language Modeling from Scratch
cs336.stanford.eduStanford CS336 provides course schedules, assignments, and materials for language modeling from scratch.
The 100-Page Language Models Book
thelmbook.comThe Hundred-Page Language Models Book teaches machine learning foundations, transformers, and large language models.
NormConf - The Normcore Tech Conference
normconf.comNormconf is the tech conference about all the stuff that matters in data and machine learning, but doesn.
TutorialSearch searches and compares online tutorials and courses across learning platforms.
Mlu github
mlu-explain.github.ioMLU-Explain provides visual explanations of machine learning concepts through educational materials.
Sebastian Thrun’s Introduction To Machine Learning
udacity.com/course/intro-to-machine-learning--…Udacity’s Introduction to Machine Learning course covers foundational machine learning and data analysis.
Chip Huyen's Blog
huyenchip.com/blogChip Huyen writes about AI system design and bringing AI applications into production.
Weka
ml.cms.waikato.ac.nz/wekaWeka 3 provides open source machine learning and data mining software written in Java.
ICML
icml.cc/2015The ICML site provides information about the International Conference on Machine Learning in Lille.
Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained.
Introduction to Machine Learning with Python
github.com/amueller/introduction_to_ml_with_py…Notebooks and code for the book "Introduction to Machine Learning with Python".
This repository collects tutorials and examples for learning machine learning and pattern classification.
NirDiamant/GenAI Agents
github.com/NirDiamant/GenAI_AgentsThis repository contains more than 50 tutorials and implementations for generative AI agent techniques.
AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics
github.com/Western-OC2-Lab/AutoML-Implementati…Open sourceThis repository provides a tutorial implementation of AutoML for batch and online learning.
AWS Educate
aws.amazon.com/education/awseducateAWS Educate gives students and educators no-cost cloud computing skills training and career pathways.
Alternatives to similar tools
What is the best alternative to Microsoft Azure?
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