IMS
github.com/OpenIntroStat/imsIntroduction to Modern Statistics is an open college-level textbook covering multivariable relationships and simulation-based inference.
Looking for something like Information Theory, Inference, and Learning Algorithms by David J.C. MacKay? 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 3 are open source.
Information Theory, Inference, and Learning Algorithms is a textbook with related resources by David MacKay.
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | IMS | — | Not stated | — |
| 2 | Artificial Intelligence: A Modern Approach | — | Not stated | Web |
| 3 | Hugging Face LLM Course | Free | Not stated | Web |
| 4 | TheAlgorithms | — | Not stated | Web |
| 5 | The Algorithms - C++ | — | Not stated | Linux, macOS, Web |
| 6 | Awesome Aerospace Engineering | — | Yes | — |
| 7 | Seeing Theory | — | Not stated | Web |
| 8 | Hugging Face Diffusion Models Course | — | Yes | — |
| 9 | Red Blob Games | — | Not stated | Web |
| 10 | MDCalc | — | Not stated | Android, iOS, Web |
Introduction to Modern Statistics is an open college-level textbook covering multivariable relationships and simulation-based inference.
The Artificial Intelligence: A Modern Approach textbook site includes courses, exercises, and related resources.
The Hugging Face LLM Course teaches large language model concepts through documentation and related learning resources.
Learn data structures and algorithms through open-source implementations in multiple programming languages.
Study algorithms implemented in C++ through this open-source learning repository.
A curated GitHub list collects aerospace engineering learning resources and related projects.
Seeing Theory uses visual explanations to introduce probability and statistics.
The Hugging Face Diffusion Models Course provides course materials for studying diffusion theory and image generation.
Red Blob Games publishes interactive tutorials and visual explanations of mathematics and algorithms.
MDCalc provides medical equations, algorithms, and clinical scores across areas such as cardiovascular risk and kidney function.
Frink’s web interface accepts Frink expressions for lookup and calculation, with links to documentation, examples, and related tools.
PocketMacros offers macroinvertebrate identification resources, navigational views, and related reference materials.
Learn to create and animate images in HTML with SVG through this tutorial, covering shapes, properties, and interactivity.
Practical Deep Learning for Coders is a free course on applying deep learning and machine learning, designed for people with coding experience.
Microsoft Learn outlines design guidelines and interface examples for Windows applications.
Google’s student page offers AI training and tools for studying, writing, and career preparation, including Gemini learning resources.
DeepLearning.AI offers short courses and specializations for learning artificial intelligence and data engineering.
Humanity's Last Machine explains humanoid robotics hardware and related technologies in an illustrated article.
A curated GitHub list gathers resources related to mechanical engineering.
FlowingData publishes articles, projects, and learning resources about data visualization and statistics.
Emergency Medicine Cases publishes free online medical education cases and clinical learning resources.
Full Stack Deep Learning shares news, community resources, and courses for people who build products using AI.
Easy Auscultation offers lessons, quizzes, and guides for learning heart and lung sounds.
Visitors can choose from interactive simulations on oPhysics to explore and learn about physics topics.
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