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Learn Linux the hard way
http://nixsrv.com/llthw
 
on Phys.org
Hi, I have a very Bad reputation with maths,yet i want to learn about algorithms and their analysis , theory of computation , and machine learning . Can anyone help me with the level of mathematical understanding I need to understand these topics. I really want to understand these things
 
If you already know some C/C++ and need extra performance, I would like to recommend use of NVIDIA CUDA.
It have a great set of samples and libraries. Personally I use it as a great sandbox for computer simulations.

For CUDA I recommend course on coursera.org: https://www.coursera.org/course/hetero

Installation is quite simple nowadays. For example on windows:
- download and install MS Visual Studio 2015 Community or MS Visual Studio 2012 Express depending on what HW and CUDA version you use.
- download and install CUDA toolkit or check archive. In my case it is enough to use CUDA 5.5 but of course I recommend the latest.

Good instalation guide is also here.
 
signerror said:
http://mitpress.mit.edu/sicp/

This.
 
Where can I find a freely downloadable ifort compiler suitable for a dual core Ubuntu system. The non-commercila version available at the Intel website is rather too big
Emman 1
 
Overall great thread! Thanks for everyone's input.
 
Regardless of the coding language chosen, the best tool for coding efficiency is an excellent code editor. And no - Notepad is not a code editor.

I used to be most effective with Brief - and then Borland bought it, renamed it Codewright and dropped it.

My programming editor of choice now is Slickedit.
 
As a self-taught programmer, I follow mainly OSSU's (Open Source Society University) curriculum on GitHub. It claims to be a complete education in computer science and has a list of free MOOC courses that you can follow, just like attending university.
https://github.com/ossu/computer-science
 
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Curiosity 1 said:
As a self-taught programmer, I follow mainly OSSU's (Open Source Society University) curriculum on GitHub. It claims to be a complete education in computer science and has a list of free MOOC courses that you can follow, just like attending university.
https://github.com/ossu/computer-science
I’m also a self taught programmer. Well, sorta... I learned a little on my own and then when I got really serious about it, I used other sources to help me.
 
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For Russian.
1. Stepic.org - russian education resources, equal coursera.
2. Russian language course C++ White Belt (for c++ beginners) - https://www.coursera.org/learn/c-plus-plus-white
 
Personally, I prefer reading code theory, especially when I was a beginner at coding and often needed some guidance on how to perform one thing or another. An example of such code theory would be this: https://www.bitdegree.org/learn/ . I like that everything is explained step-by=step and it's easy to navigate thanks to the sidebar
 
My GitHub repository: https://github.com/aromanro?tab=repositories has16 C++ projects targeted at computational physics. I'm working on the 17th now, on Ray Tracing (related with geometrical optics quite well).

Projects range from easy physics topics to quite advanced.
 
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Thank you very much! This is A LOT of resources. Absolutely what I am looking for. :oldbiggrin: