
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')
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.
Cryptography2.
Design and Analysis of Algorithms3.
Discrete Probability4.
Game Theory5.
Introduction to databases6.
Introduction to Human-Computer Interaction Design7.
Machine learning8.
Model Thinking9.
Natural Language Processing10.
Practical Unix11.
Probabilistic Graphical Models12.
Software as a Service13.
Unsupervised Feature Learning and Deep Learning14.
Web ApplicationsConsidering 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 Theory2.
Circuits and Electronics3.
Human-Computer Interaction4.
Machine Learning5.
Computer Science 1016.
Making Green Buildings7.
Computer Security8.
Introduction to Artificial Intelligence