Accessible courses at Stanford University, Berkley and MIT

Recently, the habr has been repeatedly announced online courses of renowned world universities, including those listed in the header.

An example of such a post: habrahabr.ru/post/139542

There is a lot of information there, all of it is fragmented and has a large structure by sections, which makes downloading difficult, so it was decided to pump out everything that is possible and everything that cannot be saved in a convenient format for studying . Since, apparently, not everyone managed to register for these courses, I suggest those who did not have time to take advantage of the information laid out from there and go under the cat.

I am sure that courses in these disciplines, more informative and understandable laid out, do not exist in nature.

Under the cut-off links and a list of what has been laid out, what remains to be laid out ...


So, the list of courses that were able to be downloaded (the links provide information about each of them):
1. Cryptography
2. Design and Analysis of Algorithms
3. Discrete Probability
4. Game Theory
5. Introduction to databases
6. Introduction to Human-Computer Interaction Design
7. Machine Learning
8. Model Thinking
9. Natural Language Processing
10. Practical Unix
11. Probabilistic Graphical Models
12. Software as a Service
13. Unsupervised Feature Learning and Deep Learning
14.Web Applications

Considering that the volume of all downloaded data today is about 30 gigabytes, it was decided to use torrents for their distribution.

The books and articles that were recommended for each of the courses were added to the distributions, but nevertheless they were not posted with them. In addition, everything was structured and organized into folders - it’s more convenient to deal with.

So, links to distributions:
thepiratebay.se/torrent/7144991 (first part)
thepiratebay.se/torrent/7145049 (second part)

Magnet links (in case the distributions are closed):
First part:
magnet:? xt = urn: btih: d4d99dd5dfd2efc8a1bf88ce0a6ac63e3d92764f & dn = IT-education + online + courses + from + Stanford% 2C + MIT + and + University + of & tr = udp% 3A% 2F% 2Ftracker.openbittorp 3% %ud % 2F% 2Ftracker.publicbt.com% 3A80 & tr = udp% 3A% 2F% 2Ftracker.ccc.de% 3A80
Second part:
magnet:? Xt = urn: btih: a41c75db3fbd6ec60f37561a1e235852fc57179e & dn + + education + studies 2C + MIT + and + University + of & tr = udp% 3A% 2F% 2Ftracker.openbittorrent.com% 3A80 & tr = udp% 3A% 2F% 2Ftracker.publicbt.com% 3A80 & tr = udp% 3A% 2F% 2Ftracker.ccc.de% 3A80

Archive with torrent files (also in case the distributions are closed):
rghost.ru/37314271 (password: habrahabr)
zalil.ru/32983090 (password: habrahabr) (mirror 1)
depositfiles.com/files/1bkxk8w7b(mirror 2)

PS We thank Vadikus in particular for the courses they provided on Game Theory , Natural Language Processing and Probabilistic Graphical Models , for which, unfortunately, I missed the deadlines for recording.

UPD: As new video tutorials are added to some of the courses, they will be immediately laid out and announced on the Habr in the form of new posts in this section. The list that is planned to be laid out in a bundled form:
1. Information Theory
2. Circuits and Electronics
3. Human-Computer Interaction
4. Machine Learning
5. Computer Science 101
6. Making Green Buildings
7. Computer Security
8. Introduction to Artificial Intelligence