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Linux Roadmap is a step-by-step guide to learning Linux in 2026, hosted on the roadmap.sh platform. roadmap.sh provides community-created roadmaps, best practices, projects, articles, resources, and learning journeys to help users select career paths and develop professional skills.
Supports teaching, studying or skills practice with AI-guided learning tools.
Supports teaching, studying or skills practice with AI-guided learning tools.
Supports teaching, studying or skills practice with AI-guided learning tools.
Supports teaching, studying or skills practice with AI-guided learning tools.
Speechling offers a collection of free language learning tools, including listening comprehension practice, dictation practice, vocabulary flashcards, fill-in-the-blank exercises, a language quiz, and an audio dictionary. The tools are described as free forever and require no login.
Machine Learning ka Chilla is a video resource with tutorials, demonstrations, reviews, or related media.
(cheaper PDF version) provides AI-assisted learning, courses, tutorials, or study support.
Activeloop is the company behind Deeplake, described as a GPU database for agents. Its stack lists three surfaces: Deeplake, a database combining vector and tensor storage with GPU streaming to fine-tuning; Hivemind, which turns agent traces into shared organization memory; and Refinery, a software factory for continuous learning that includes database optimization, kernel generation and physical AI policy optimization.
AI Engineer Pack provides AI-assisted learning, courses, tutorials, or study support.
AnimeCards is a site introducing Japanese learning methods and tools, with emphasis on using Japanese media for language immersion. It recommends Anki card formats, including Lapis-Modified. The site is being gradually updated and invites contributions via GitHub.
BigML is a machine learning platform for classification, regression, time series forecasting, cluster analysis, anomaly detection, association discovery, topic modeling and principal component analysis. Models can be used for predictions through remote services or exported and embedded into applications. A three-day free trial gives access to all functionality.
Build Club is a collaborative AI learning community. It runs the Campus program, which provides resources to learn, build and ship AI projects. The community offers AI-native courses, role-specific certifications and tracks for groups including young professionals, AI evangelists, solopreneurs and agencies. It is supported by AI companies.
Community Curated Data Science Resources provides AI-assisted learning, courses, tutorials, or study support.
Course materials and notes for the Stanford class CS231n: Deep Learning for Computer Vision. The notes accompany the Stanford CS class and cover topics organized in modules. Spring 2026 assignments are listed.
A blog post presenting a learning curriculum for becoming a data scientist, visualized as a metro map. The overall plan is organized progressively into areas or domains, each represented as a metro line with stations depicting topics.
Data Science Course By IBM provides AI-assisted learning, courses, tutorials, or study support.
DeepLearning.AI Short Courses provides AI-assisted learning, courses, tutorials, or study support.
Domino provides AI-assisted learning, courses, tutorials, or study support.
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.
FaChords Guitar is a guitar learning site created by a guitar teacher. It offers lessons, interactive tools and free PDF ebooks on chords, scales, progressions and the fretboard. The site states that most content is free and was built in part as study support for the author's students.
Flashka is an AI-powered study application that transforms user-uploaded notes, PDFs, lecture slides, and recorded audio into learning materials. Its features include AI-generated flashcards, spaced repetition scheduling, quizzes, mock exams, study plans, lecture transcription, mind maps, oral exam practice, case studies, and image occlusion tools. An integrated AI tutor provides support, and users can request material edits via an in-app chat.
Generative AI Explained by NVIDIA is an educational course offered by NVIDIA focused on generative AI. The course includes learning objectives, a list of covered topics, a full course outline, and related training resources. It provides public virtual workshop options structured as six 2-hour sessions, and offers private team or individual training upon request.
Google Cloud Skills Boost - Introduction to Generative AI provides AI-assisted learning, courses, tutorials, or study support.
