Sign Language Dictionary is a record of Signed language featuring over 1,000 signed words spanning over 100 years. It serves as a multilingual dictionary and a guide to the meaning, usage, and history of signed words and phrases intended for researchers in all disciplines.
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Stanford CS336: Language Modeling from Scratch is the official course website for a Stanford class offered in Spring 2026. The course walks students through the process of developing a language model, including data collection and cleaning for pre-training, transformer model construction, model training, and evaluation before deployment. The site provides logistics, schedule, assignments, and course materials.
The Hundred-Page Language Models Book by Andriy Burkov is a concise hands-on guide covering machine learning basics through advanced transformer architectures and large language models. It explains AI fundamentals, text representation, count-based models, recurrent neural networks, and transformers, with mathematical foundations and Python code examples. The book targets ML practitioners and engineers building text-based applications.
Awesome Machine Learning with Ruby is a GitHub-hosted curated list of resources for machine learning development using the Ruby programming language. It includes tutorials and machine learning libraries for Ruby users.
Machine Learning Mastery is a website that provides educational content such as tutorials, quick start guides, and eBooks to help developers learn and apply machine learning concepts and algorithms. It covers topics like deep learning, computer vision, natural language processing, and specific libraries including TensorFlow, PyTorch, and scikit-learn.
SignSchool is a resource for learning American Sign Language online. It offers video-based learning material, interactive exercises, quick lectures and reviews, and a modular curriculum, available on desktop, iOS and Android. The site describes itself as a fun and free resource for learning ASL at one's own pace.
The Free Learning List is a free, ranked, and categorized directory of free educational resources from the internet. It is provided as a free service by The School of Thought International, a 501(c)(3) nonprofit that creates Creative Commons critical thinking resources. The directory includes YouTube channels, podcasts, eBooks, courses, subreddits, and materials focused on effective thinking, languages, programming, and books, with all content available free to access under Creative Commons licenses.
Community language-learning guide with resources, methods, and reference links.
An online American Sign Language dictionary for searching and comparing words and phrases in ASL. It offers video signs with quick search, sign-variation comparison and browsing by letter, and states that app access is available for learning on the go.
Clozemaster is a language learning tool that uses fill-in-the-blank sentences to teach vocabulary in context. It offers thousands of sentences in 50+ languages and over 170 language pairings. Users can type answers or choose multiple choice, with sentences returning for spaced-repetition review. It is free to play.
Delvin Language is a Japanese learning site that combines listening exercises with adaptive vocabulary review, using clips from real videos. It offers practice in Japanese listening and reading with authentic video, and includes word lists and typed answers.
Dreaming is an immersive language-learning app for Spanish and French. It presents videos and other content at beginner, intermediate and advanced levels, aiming to mimic first-language acquisition without memorization or grammar drills. The app is mobile, and the material progresses toward content just below native media.
A language-learning service offering audio flashcards, games, annotated texts, writing and listening drills, and AI conversation practice across many language combinations. It includes daily email exercises and progress tests, with free and premium accounts.
LibreTexts language bookshelf with open textbooks and learning material for many languages.
Reddit language-learning wiki with study tools, courses, dictionaries, and community resources.
Readlang is a language-learning tool for reading texts in over 100 languages. Clicking a word or phrase shows a translation, and translated items can be saved and practiced with flashcards. It offers a free plan and paid Premium and Premium Plus plans.
RhinoSpike is a language learning tool that connects users with native speakers to exchange foreign language audio files. Users submit text to be read aloud, record audio for other users' requests, and download the resulting recordings.
Toki Pona is a constructed language with 120–140 basic words, created by Sonja Lang in 2001. The official site describes it as free for everyone and links to learning resources, videos, texts and community information. It also covers Sitelen Pona, the language's writing system.
Xextan is a constructed language with a page of language resources. It points to a wiki and Discord server, the Xextbook as the main learning resource, a dictionary and root listings, texts, and several parsers.
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.
brexhq/prompt-engineering is a GitHub repository containing Brex's Prompt Engineering Guide. It provides tips and tricks for working with Large Language Models such as OpenAI's GPT-4, with content covering the definition of large language models, an incomplete history of language models, and the concept of prompts.
CLARIN-ERIC is a European research infrastructure offering sustainable access to a wide range of language data and tools to support research in humanities and social sciences. It coordinates national consortia, knowledge centres, and projects. It provides resources including a federated data search engine, the Virtual Language Observatory, and the Language Resource Switchboard. It also offers training, education, and outreach activities.
DevOpsGPT is a multi-agent system for AI-driven software development. It combines large language models with DevOps tools to convert natural language requirements into working software, supporting any development language and extending existing code.
This webpage provides a curated list of large language model examples, alongside insights on business adoption, language model training, and influential models. It includes comparative analysis of leading LLMs such as OpenAI’s GPT-5, Claude 4.6, Gemini, DeepSeek-R1, Qwen, Llama 4, and xAI Grok-4 and Grok-4.1.