Follow a 100-day sequence of machine-learning coding exercises in this repository.
The Best Artificial Intelligence: A Modern Approach Alternatives in 2026
Looking for something like Artificial Intelligence: A Modern Approach? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are free or have a free plan and 1 are open source.
The Artificial Intelligence: A Modern Approach textbook site includes courses, exercises, and related resources.
Top picks at a glance
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | 100-Days-Of-ML-Code | — | Yes | — |
| 2 | The Algorithms - C++ | — | Not stated | Linux, macOS, Web |
| 3 | Curriculum via Metro map | — | Not stated | Web |
| 4 | BirdSounds | — | Not stated | Web |
| 5 | whoBIRD | — | Not stated | Android, Web |
| 6 | MLOps Guide | — | Not stated | Web |
| 7 | Practical Deep Learning | — | Not stated | Web |
| 8 | computer-vision-in-action | — | Not stated | — |
| 9 | Introduction to machine learning with scikit-learn | — | Not stated | — |
| 10 | IMS | — | Not stated | — |
All Artificial Intelligence: A Modern Approach alternatives
The Algorithms - C++
thealgorithms.github.io/C-Plus-PlusStudy algorithms implemented in C++ through this open-source learning repository.
Curriculum via Metro map
nirvacana.com/thoughts/2013/07/08/becoming-a-d…This article maps a possible curriculum for becoming a data scientist and discusses where to begin learning the field.
BirdSounds
experiments.withgoogle.com/ai/bird-sounds/viewBird Sounds presents a collection of bird recordings, with sounds credited to the Macaulay Library and collaborators.
whoBIRD
f-droid.org/fr/packages/org.woheller69.whobirdThis Android app recognizes bird species from their sounds and includes an extensive database of bird recordings.
MLOps Guide
mlops-guide.github.ioThis guide introduces MLOps concepts and demonstrates their use with tools including DVC, CML, IBM Watson, Terraform, and Cookiecutter.
Practical Deep Learning
course.fast.aiPractical Deep Learning for Coders is a free course on applying deep learning and machine learning, designed for people with coding experience.
computer-vision-in-action
github.com/Charmve/computer-vision-in-actionA computer vision learning platform with interactive online code, an ebook, source code, and a reader community.
Introduction to machine learning with scikit-learn
github.com/justmarkham/scikit-learn-videosThis repository contains Jupyter notebooks for an introductory video series on machine learning with scikit-learn.
IMS
github.com/OpenIntroStat/imsIntroduction to Modern Statistics is an open college-level textbook covering multivariable relationships and simulation-based inference.
Information Theory, Inference, and Learning Algorithms by David J.C. MacKay
inference.org.uk/mackay/itilaInformation Theory, Inference, and Learning Algorithms is a textbook with related resources by David MacKay.
Artificial Intelligence: Foundations of Computational Agents, 2nd Edition
artint.info/index.htmlArtificial Intelligence: Foundations of Computational Agents is a textbook with online educational resources.
HDLBits
hdlbits.01xz.netHDLBits provides Verilog practice exercises for learning hardware description and digital logic.
EMRap
emrap.org/hdEMRap provides medical education resources including courses, procedures, imaging, and videos.
Full Stack Deep Learning
fullstackdeeplearning.comFull Stack Deep Learning shares news, community resources, and courses for people who build products using AI.
mathhelp
mathhelp.comMath Help Online offers test-prep courses and tutoring for placement tests, teacher certification exams and other math courses.
Frink
frinklang.org/fsp/frink.fspFrink’s web interface accepts Frink expressions for lookup and calculation, with links to documentation, examples, and related tools.
Macroinvertebrates
macroinvertebrates.orgPocketMacros offers macroinvertebrate identification resources, navigational views, and related reference materials.
Accessibility Cheatsheet
moritzglantz.de/accessibility-cheatsheetApply practical universal design approaches, including semantic HTML, to make websites and apps accessible.
HSC Maths By Topic
hscmathsbytopic.firsteducation.com.auHSC Maths By Topic organizes mathematics material by subject area for students preparing for HSC courses.
Humanity's Last Machine
humanityslastmachine.comHumanity's Last Machine explains humanoid robotics hardware and related technologies in an illustrated article.
DeepLearning.AI Short Courses
learn.deeplearning.aiDeepLearning.AI offers short courses and specializations for learning artificial intelligence and data engineering.
The Hugging Face LLM Course teaches large language model concepts through documentation and related learning resources.
Math and Science Lectures
github.com/Developer-Y/math-science-video-lect…This GitHub collection lists science and math courses with video lectures, including physics courses such as classical mechanics and electricity.
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