Supports teaching, studying or skills practice with AI-guided learning tools.
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learningsynths.ableton.com
Learning Synths is an interactive website from Ableton for learning about synthesizers. It lets users play with a synth in a browser and learn the parts of a synth to make their own sounds.
music.youtube.com
Machine Learning – Software Engineering Daily provides machine-learning models, research, training resources, or evaluation tools.
meka.sourceforge.net
MEKA is an open source implementation of methods for multi-label learning and evaluation, based on the WEKA Machine Learning Toolkit. It includes dozens of multi-label methods from the scientific literature and a wrapper to the MULAN framework. The project is distributed via SourceForge, with code hosted on GitHub.
morse.withgoogle.com
Morse Typing Trainer is a Google experiment for learning Morse code, created to make the learning process more fun. It is intended for people who have set up Morse code for Gboard and are ready to learn. The experiment is part of a larger project supporting Morse code for accessible communication and was built by Use All Five and Google Creative Lab.
musicca.com
Musicca is a free music theory learning resource with exercises and content covering notes, rhythms, intervals, chords and instruments. It adds game elements to learning and offers accounts that give access to all content and remove ads. The site also provides material for schools and educators.
opalingo.com
OpaLingo is a free online Macedonian language course with interactive lessons, audio pronunciation, vocabulary games and Cyrillic alphabet training. It offers a structured learning path from alphabet to conversation, with progress saved locally. Optional Premium adds extra games, learning analytics and cosmetics.
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
course.fast.ai
A free course for people with some coding experience who want to learn how to apply deep learning and machine learning to practical problems. It includes 9 lessons of around 90 minutes each, covering computer vision, natural language processing, tabular analysis, and collaborative filtering, plus building and training models, random forests, deployment, and use of PyTorch, fastai and Hugging Face.
openresearch.wordpress.com
A personal blog by a PhD student at Berkeley that hosts notes and posts on data science, programming and machine learning topics. Entries include 15 principles for data scientists, C++11 learning notes, a Mandelbrot fractal in Python and notes from conference talks.
sounter.com
Sounter is a website and mobile app for learning languages through songs, using each song as a course. Lessons cover pronunciation and vocabulary from lyrics. Languages offered include French, Spanish, English, Turkish, Polish and Portuguese. A premium option removes ads and allows offline learning. A version for teachers is also described.
systemdesigner.net
System Designer is a learning site offering interactive lessons and case studies on system design. Its Machine Learning Systems section covers building production ML systems, from data pipelines to deployment, with topics such as distributed training, model serving, MLOps monitoring and A/B testing. Lessons are organized into units with stated difficulties and durations.
mcn.edu
Virtual Museum Resources is a continually updated guide from MCN that aggregates free virtual museum and museum-adjacent resources. It includes open content, educational materials for e-learning, virtual tours of global art, culture and history sites, online collections, digital archives and related tools. The guide is not exhaustive and invites community submissions of additional resources via a Google Form.
forum.wordreference.com
Japanese Resources provides educational videos, lessons, tutorials, or self-learning resources.
docs.ankiweb.net
Resources provides educational videos, lessons, tutorials, or self-learning resources.
finnishflashcards.com
Resources provides educational videos, lessons, tutorials, or self-learning resources.
joshjoshuap-webdevresources.vercel.app
Web Dev Resources provides educational videos, lessons, tutorials, or self-learning resources.
reddit.com
Reddit language-learning wiki with study tools, courses, dictionaries, and community resources.
Community Curated Data Science Resources provides AI-assisted learning, courses, tutorials, or study support.
viveknaskar.github.io
Everything AI/ML is a curated cheatsheet of learning resources covering topics such as generative AI, machine learning, agentic AI, prompt engineering, RAG, fine-tuning and MLOps. It organizes resources into sections, key concepts, interactive visualizations, building blocks and a roadmap from beginner to advanced, with links to external courses, tutorials and documentation.
mathigon.org
Mathigon is a mathematics learning site described as a mathematical playground. It offers free tools, courses and manipulatives intended to make online learning more interactive, including Polypad, fractals, flash cards, timeline, sequences, graph theory and Factris. It also lists lesson plans and teacher resources.
yellowbridge.com
YellowBridge is an online bridge to Chinese language and culture, offering resources for learning Mandarin and cultural context for understanding the language. Its tools include a Chinese-English dictionary, character dictionary and etymology, Chinese flashcards, a memory game, HSK preparation, a popup translator, pinyin resources, an animated stroke order guide and a Chinese reading center.
play.google.com
CanPro provides educational videos, lessons, tutorials, or self-learning resources.
storm.genie.stanford.edu
Co-STORM provides educational videos, lessons, tutorials, or self-learning resources.