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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.
Sounter is a website and mobile app for learning languages through songs, using each song as a course. Lessons cover pronunciation and vocabulary from lyrics. Languages offered include French, Spanish, English, Turkish, Polish and Portuguese. A premium option removes ads and allows offline learning. A version for teachers is also described.
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.
Art Study Guide is an educational resource for documentaries, courses, books, reference material, or self-learning.
ARTE is an educational resource for documentaries, courses, books, reference material, or self-learning.
CanPro provides educational videos, lessons, tutorials, or self-learning resources.
Co-STORM provides educational videos, lessons, tutorials, or self-learning resources.
ECG Wave-Maven: Self-Assessment Program is an educational resource for documentaries, courses, books, reference material, or self-learning.
IGCSEResources provides educational videos, lessons, tutorials, or self-learning resources.
Images is an educational resource for documentaries, courses, books, reference material, or self-learning.
Machine Learning ka Chilla is a video resource with tutorials, demonstrations, reviews, or related media.
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.
NGrams provides educational videos, lessons, tutorials, or self-learning resources.
Pearson's AP Universe provides educational videos, lessons, tutorials, or self-learning resources.
PubChem is an educational resource for documentaries, courses, books, reference material, or self-learning.
Scratch provides educational videos, lessons, tutorials, or self-learning resources.
(cheaper PDF version) provides AI-assisted learning, courses, tutorials, or study support.
Community language-learning guide with resources, methods, and reference links.
100,000 Stars is an educational resource for documentaries, courses, books, reference material, or self-learning.
1000-Word Philosophy is an educational resource for documentaries, courses, books, reference material, or self-learning.
100DayCSS provides educational videos, lessons, tutorials, or self-learning resources.
11k25 Energia is an educational resource for documentaries, courses, books, reference material, or self-learning.
1337x Documentaries is an educational resource for documentaries, courses, books, reference material, or self-learning.
2700chess is an educational resource for documentaries, courses, books, reference material, or self-learning.
