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A tutorial project for applying machine learning in Python with scikit-learn, a Python module built on numpy and scipy. It aims to teach practical application of scikit-learn algorithms; the stated audience is experienced Python developers familiar with numpy and scipy. Prebuilt PDF and HTML versions, tutorial source and exercise solutions are available, and the material is under a Creative Commons Attribution 3.0 license.
SciPy tutorials. This is outdated, check out scipy-lecture-notes.
SciSummary is an AI tool for researchers and students that summarizes and helps users understand scientific articles and research papers, and acts as an AI-powered reference and document manager. It supports bulk paper summarization, comparing papers, organizing a library with folders and tags, and chat messages. A free trial, a student plan and a pro plan are listed.
Sebastian Thrun’s Introduction To Machine Learning provides AI-assisted learning, courses, tutorials, or study support.
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.
Signs is a platform for learning American Sign Language with a webcam and AI, offering real-time feedback. Users can also record signs and contribute them to a growing public dataset of ASL videos. The platform is supported by NVIDIA.
The Singapore University of Technology and Design (SUTD) is a university that advances knowledge and nurtures leaders and innovators through multi-disciplinary education in engineering, architecture and research. It describes itself as the first Design·AI university for the new world.
Slate is an AI-powered interactive classroom in which students learn with AI classmates rather than a chatbot. It offers personalised explanations, instant doubt resolution and adaptive courses, with content aligned to NCERT for Indian students. Pricing plans start free with paid upgrades.
Slides Carnival provides free, professionally designed templates for PowerPoint and Google Slides presentations. Templates are organized by use case, color style, and theme, including categories for business, education, marketing, and more. The site also offers supplementary tools such as an AI presentation maker, PDF conversion utilities, and a citation generator.
Statistical Machine Intelligence and Learning Engine.
Snowday is an education platform that aggregates learning and extracurricular opportunities for U.S. high school students. It hosts a searchable database of over 2,100 programs, including summer, school-year, and competition options, with AI-powered filtering by location, date, and cost, plus curated expert lists and user-submitted reviews.
Songsterr is a guitar tab site offering over 1 million guitar, bass, and drum tabs with free play-along original audio. It provides an AI tool to create tabs from YouTube links, and users contribute tabs through the website editor. The web app is online-only, while the mobile apps support offline mode.
Spinning Up is OpenAI's educational resource on deep reinforcement learning. Its documentation covers installation, included algorithms, running experiments, and an introduction to RL, along with algorithm pages for methods such as DDPG and PPO. The DDPG page describes an algorithm that concurrently learns a Q-function and a policy for continuous action spaces. The PPO page describes on-policy first-order methods, including PPO-Clip.
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.
· Quick start · Browse all templates.
Storied Colors is a catalogue of historical named colors with documented sources, including provenance and chemistry. Entries are published weekly, and the site states that AI assists drafting while entries are checked before publication. It is maintained by one person.
Strong ASL is a site for learning American Sign Language, offering over 2,000 signs with video examples and tutorials and the ASL alphabet. It includes a searchable sign database, alphabet and fingerspelling lessons, quizzes, and an AI feature that interprets user signs and gives feedback.
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.
TensorFlow is an end-to-end open source machine learning platform. It provides a flexible ecosystem of tools, libraries, and community resources for machine learning development, including libraries for web, mobile, edge, and production ML pipelines, as well as pre-trained models, datasets, and educational resources for users.
Trancy is a browser extension and app for language learning. It provides AI bilingual subtitles on platforms including YouTube, Netflix, Udemy, Disney+, TED, edX and Coursera, plus AI word and sentence translation and immersive translation for regular web pages.
TutorialSearch is a free tutorial search engine that indexes over 50,000 tutorials from leading learning platforms. It allows users to search and compare courses across a broad range of topics including programming, business, art, AI, and personal development, for all skill levels.
tweetopic is a Python library for topic modelling of Tweets and other short texts. Its documentation site provides an API reference and a usage guide covering installation, the Dirichlet Multinomial Mixture Model, the Biterm Topic Model, pipelines, visualization and model persistence.
Unitree Robotics Go1 is a consumer-grade bionic quadruped robot. It has a lightweight design with a folded size of 0.588 x 0.22 x 0.29 meters, adaptive load capacity of 3 to 5 kilograms, and maximum speed of 17 km/h. It is equipped with SSS super-sensing and ISS intelligent accompaniment systems, and is also applied to advanced quadruped inspection and fire rescue scenarios.
A research tool that visualizes 342 occupations from the Bureau of Labor Statistics Occupational Outlook Handbook, covering 143M US jobs. Rectangle area is proportional to employment, and color shows a selectable metric such as BLS projected growth outlook, median pay, education requirements, or AI exposure. Clicking a tile opens its BLS page.
