Learnit/All Software Engineering Content

Concurrent Programming

Selected stuff (Books)

There are too many platforms and languages with multithreading support. Let's first of all bring here the books which matter, rather than yet another boring platform-specific manual.

• "The Little Book of Semaphores", Allen B. Downey [get free] -- good for acquiring an intuition on solving of basic (and not so basic) synchronization problems using old good semaphores.
• "The Art of Multiprocessor Programming", Maurice Herlihy, Nir Shavit  [amazon] -- this book is mostly dedicated to the lock-free synchronization and other advanced topics rather than basic synchronization methods.
• Any good book on condvars?

Frameworks?

OpenMP, MPI, TBB, TPL, Cilk, Cilk plus, OpenCL, PPL, ParaSail, GCD, fork/join, AMP, CnC, PBB, ArBB, PPL

Platform and language specific stuff.

• Concurrent programming in Erlang, Future Learn [link]
• Bartosz Milewski - Parallel and Concurrent Haskell [link]

Distributed Programming

Video Courses

• Seif Haridi. Distributed Algorithms. [video]
• CS 436: Distributed Computer Systems, University of Waterloo [video]
• Cloud Computing Concepts, University of Illinois, coursera.org [link]

Functional Programming

• Inroduction to functional programming https://courses.edx.org/courses/course-v1:DelftX+FP101x+3T2015/info
• Category theory foundations https://www.youtube.com/watch?v=ZKmodCApZwk

Machine Learning and AI

• [coursera machine learning]
• [udacity introduction to artificial intelligence]

Operational Systems

LearnIt/Operational Systems

Linux

User

• Linux Fundamentals, Prof. Dan Alberghetti [link]

Networking Protocols

Video Courses

• Introduction to Computer Networking, Stanford [link]
• https://www.udacity.com/course/progress#!/c-ud436
• https://www.coursera.org/learn/computer-networking

Programming Languages

This page is either for interesting languages or interesting resources. Please no yet another "learn smth in # days". Good introductory courses are still welcome. Preferably, no materials for beginners like "smth as your first language".

F#

• https://courses.edx.org/courses/course-v1:Microsoft+DEV207.1x+1T2016/info

erlang

• https://www.youtube.com/watch?v=9uIhawQ1G0I
• http://www.infoq.com/presentations/joe-armstrong-erlang-qcon08

• http://www.cs.kent.ac.uk/ErlangMasterClasses/
• https://www.futurelearn.com/courses/concurrent-programming-erlang

Haskell

• https://compscicenter.ru/courses/func-prog/2015-spring/
• https://onlinecourses.nptel.ac.in/noc15_cs13/course
• Microsoft Channel 9
• Some singular presentations
  • A taste of Haskell - Simon Peyton Jones
  • Adventure with Types in Haskell - Simon Peyton Jones
  • Parallel and concurrent programming in Haskell https://www.youtube.com/watch?v=lqG3mURwUxo

java

• https://www.edx.org/course/introduction-programming-java-part-1-uc3mx-it-1-1x-0
• https://www.edx.org/course/introduction-java-programming-part-1-hkustx-comp102-1x

ocaml

• http://courses.cs.washington.edu/courses/csep505/09wi/lectures/

scala

• https://class.coursera.org/progfun-2012-001/lecture

scheme

• Video Lectures by Hal Abelson and Gerald Jay Sussman [link]

Swift

• Building Better Apps with Value Types in Swift - Apple WWDC 2015 - https://www.youtube.com/watch?v=av4i3x-aZbM
• Protocol-oriented Programming in Swift - Apple WWDC 2015 https://www.youtube.com/watch?v=g2LwFZatfTI
• Understanding Swift Performance - Apple WWDC 2016 https://www.youtube.com/watch?v=9By9KLs51Dc

Databases

LearnIt/Databases