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Online courses Stanford University, Berkley and MIT in an accessible form



On Habré recently laid out online courses of notable world universities, including those listed in the title.

An example of such a post: habrahabr.ru/post/139542
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There is a lot of information there, it is all scattered and has a large structure by sections, which makes downloading difficult, so it was decided to pump everything out of there and everything that can not be saved in a convenient for learning format. Since apparently not everyone had time to enroll in these courses, I suggest that those who did not have time to use the information laid out from there and pass under the cat.

I am sure that courses in these disciplines that are more informative and clearer than those laid out do not exist in nature.

Under the cut links and a list of what was posted, what remains to be laid out ...


So, the list of courses that could be downloaded (by reference - 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.

Distributions were added to those books and articles that are recommended for each of the courses, but nevertheless were not laid out with them. In addition, everything was structured and arranged in folders - so it is more convenient to do.

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

Magnet links (in case distributions are closed):
First part:
magnet:? xt = urn: btih: d4d99dd5dfd2efc8a1bf88ce0% 2016% 3% C + MIT + and + University + of & tr = udp% 3A% 2F% 2Ftracker.openthracourcents.com % 2F% 2Ftracker.publicbt.com% 3A80 & tr = udp% 3A% 2F% 2Ftracker.ccc.de% 3A80
The second part of:
magnet:? xt = urn: btih: a41c75db3fbd6ec60f37561a1e235852fc57179e & dn = IT-education + online + courses + from + Stanford% 2C + MID + and + University + of + 3%%%%%%%%%% %Ftracker.openthraI204 % 2F% 2Ftracker.publicbt.com% 3A80 & tr = udp% 3A% 2F% 2Ftracker.ccc.de% 3A80

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

PS Together we thank Vadikus for the courses on Game Theory , Natural Language Processing and Probabilistic Graphical Models for which I, unfortunately, missed the deadline for recording.

UPD: As soon as some of the courses will be added new video tutorials, they will immediately be laid out and announced on Habré in the form of new posts in this section. The list that is planned to lay out in the 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

Source: https://habr.com/ru/post/141089/


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