Tutorial teaching the main ideas of unsupervised feature learning and deep learning, with implementation of feature learning and deep learning algorithms. It assumes basic machine learning knowledge, including supervised learning, logistic regression and gradient descent, and suggests completing an earlier machine learning course first.
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MIT OpenCourseWare is a web-based publication of virtually all MIT course content, offered as a permanent MIT activity open to the global public. It provides free access to lecture notes, exams, and videos from MIT courses without requiring registration. Additional resources include offline mobile learning materials and the Chalk Radio podcast focused on MIT teaching.
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ECG Wave-Maven: Self-Assessment Program is an educational resource for documentaries, courses, books, reference material, or self-learning.
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Machine Learning ka Chilla is a video resource with tutorials, demonstrations, reviews, or related media.
PubChem is an educational resource for documentaries, courses, books, reference material, or self-learning.
Google Codelabs are guided, hands-on coding tutorials. Most step through building a small application or adding a new feature to an existing application. Topics covered include Android Wear, Google Compute Engine, ARCore and Google APIs on iOS.
The Documentary Network is a site for watching videos and documentaries. It features drone and timelapse clips and videos on subjects such as poverty in the USA, deep fake detection and a stolen artwork. Videos are listed with durations and categories.
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An interactive tutorial teaching the sequent calculus, a set of rules for showing the truth of statements in first-order logic. It is aimed at people with some software background and basic boolean logic knowledge.
MarcoBucci is a YouTube video, playlist, or channel resource for watching related tutorials or media.
Phlearn is a YouTube video, playlist, or channel resource for watching related tutorials or media.
Stanford Engineering Everywhere is an online offering of Stanford engineering courses available to students and educators at no charge. Its course portfolio includes a three-course Introduction to Computer Science sequence and more advanced courses in artificial intelligence and electrical engineering. Lecture videos can be streamed or downloaded, and full course materials include syllabi, handouts, homework and exams.
The Stanford Encyclopedia of Philosophy organizes scholars from around the world in philosophy and related disciplines to create and maintain an up-to-date reference work. It offers a table of contents, archives and random entry browsing, with editorial information and citation guidance.
The Atlas of Economic Complexity is a research and data visualization tool from Harvard's Growth Lab. It visualizes global trade data and economic growth opportunities for every country, offering country profiles, annual growth projections, complexity rankings and custom visualizations of over 50 years of trade flows. It is part of the Growth Lab Viz Hub.
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