Name	Fast.ai
Overview	Fast.ai is a comprehensive platform that delivers accessible deep learning courses and resources designed for practical applications. It encapsulates a suite of widely utilized software like Fastai and PyTorch, catering to practitioners in deep learning. The platform embraces an open-source philosophy by offering scholarships and opportunities for contributors, fostering a collaborative community. Fast.ai addresses a diverse array of subjects including education, technology, health, and ethical considerations surrounding AI, striving to maintain high-quality research and responsible practices.
Key features & benefits	Deep learning courses Extensive resources Robust software (Fastai and PyTorch) Open-source scholarships Opportunities for community contributions Expert advice and guidance Focus on education in AI Health-related applications Technology insights Exploration of AI ethics in society
Use cases and applications	Acquire practical skills in deep learning Engage and contribute to the Fast.ai community Investigate and discuss ethical implications of AI technologies
Who uses?	Machine learning engineers Data scientists AI enthusiasts Students studying deep learning
Pricing	Free version available; specific pricing details may vary based on course offerings.
Tags	Deep Learning, AI, Education, Open Source, Ethical AI
App available?	No dedicated app; access through web platform.

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Name Khanmigo AI Overview Khanmigo is an adaptive AI learning companion built by Khan Academy using GPT‑4. Designed for students, parents, and teachers, it promotes active learning through guided questioning, not giving away answers. It integrates seamlessly with Khan Academy’s curriculum, covering subjects like math, science, coding, humanities, writing, test prep, and career guidance. For educators, it supports lesson creation, quizzes, rubrics, progress tracking, and parent communication tools, all within a secure and privacy‑first framework. Key features & benefits Socratic tutoring: nudges students toward discovery, avoiding answer dumping Writing Coach: step‑by‑step essay feedback with originality checks Lesson & quiz builder: auto-generates assessments, hooks, exit tickets Progress insights: real-time dashboards for student engagement and struggles Parent tools: manage up to 10 children, view interactions, receive safety alerts Privacy-first & secure: no data selling, ethical guardrails, Microsoft partnership secures educator use. Use cases and applications Students practicing problem-solving, test prep, essay writing, coding challenges Parents supervising home learning, assigning quizzes, monitoring chats Teachers generating lesson plans, quizzes, rubrics, parent newsletters, student groupings, and tracking classroom performance School districts enabling AI at scale with rostering, SSO, co‑teaching tools and analytics Who uses? Learners (grades K-college) and their parents K-12 & college educators across 49+ regions School districts integrating at scale (pilots include 266 U.S. districts) Pricing Free: Teachers and students via district/school implementation $4/month or $44/year: Parents and learners in the U.S. (up to 10 children per parent account) Custom: District/school packages with rostering, SSO & co‑teaching tools. Tags AI tutor, education, GPT‑4, lesson planning, writing coach, personalized learning App available? No standalone app, access via Khan Academy web platform.

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