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125 results tagged tutorial  ✕
The matrix calculus you need for deep learning https://explained.ai/matrix-calculus/
Mon 17 Aug 2020 01:07:16 PM CEST
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Most of us last saw calculus in school, but derivatives are a critical part of machine learning, particularly deep neural networks, which are trained by optimizing a loss function. This article is an attempt to explain all the matrix calculus you need in order to understand the training of deep neural networks. We assume no math knowledge beyond what you learned in calculus 1, and provide links to help you refresh the necessary math where needed.

article deep_learning math tutorial
Using Askgit https://willschenk.com/articles/2020/using_askgit/
Sun 16 Aug 2020 09:44:12 AM CEST
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askgit provides a sql interface to your git repository.

article command_line git software tutorial versioning
Learn git concepts, not commands https://dev.to/unseenwizzard/learn-git-concepts-not-commands-4gjc
Sun 28 Jun 2020 09:06:59 PM CEST
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article git guidelines software tutorial versioning
Logistic Regression from scratch https://philippmuens.com/logistic-regression-from-scratch/
Thu 25 Jun 2020 10:33:38 PM CEST
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Learn how to use the Logistic Regression model to classify unseen data.

algorithm article machine_learning tutorial
Shell productivity tips and tricks https://blog.balthazar-rouberol.com/shell-productivity-tips-and-tricks.html
Sat 25 Apr 2020 09:23:58 PM CEST
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An introduction to shell productivity features: autocompletion, keyboard shortcuts, history navigation and shell expansions.

article command_line links resources shell tips tutorial
5 Git Commands to Know Just After You Get the Basics https://codersbible.com/5-git-commands-to-know-just-after-you-get-the-basics/
Sat 04 Apr 2020 07:33:34 PM CEST
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You can initialize Git repository, check its current status, add and commit changes and push all of that to remote? Great. Now time for these commands!

article command_line git programming tutorial
Creating Your Own Git Server https://gpanders.com/posts/creating-your-own-git-server/
Fri 27 Mar 2020 09:37:09 AM CET
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Ever considered setting up and running your very own git server? It’s actually
quite easy! In this post, I’ll outline the steps I took to set up my
own so that you can give it a try yourself. But first, why
might you even want to go through the trouble of setting up your own server?

article git opensource self-hosting server service tutorial
Vim Tips - Edit Remote Files With Vim On Linux - OSTechNix https://www.ostechnix.com/vim-tips-edit-remote-files-with-vim-on-linux/
Sat 14 Mar 2020 05:49:08 PM CET
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This guide explains how to edit remote files with Vim on Linux. Starting from Vim 7.x version, the netrw plugin allows you to edit remote system files.

article networking security tutorial vim
Best Online Linux Terminals and Online Bash Editors https://itsfoss.com/online-linux-terminals/
Sun 08 Mar 2020 02:29:51 PM CET
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article collection linux list tech terminal tutorial
Deep Learning Algorithms - The Complete Guide | AI Summer https://theaisummer.com/Deep-Learning-Algorithms/
Sun 08 Mar 2020 09:19:55 AM CET
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All the essential Deep Learning Algorithms you need to know including models used in Computer Vision and Natural Language Processing.

AI deep_learning docs machine_learning tutorial
awk-anti-textbook - Learn awk by example https://github.com/thewhitetulip/awk-anti-textbook
Tue 03 Mar 2020 09:50:16 PM CET
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This is an easy to understand example based tutorial aimed at those who know nothing of awk.

coding_lang:awk educational programming source_code tutorial
A half-hour to learn Rust https://fasterthanli.me/blog/2020/a-half-hour-to-learn-rust/
Sat 29 Feb 2020 09:20:36 PM CET
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In order to increase fluency in a programming language, one has to read a lot of it. But how can you read a lot of it if you don't know what it means?
In this article, instead of focusing on one or two concepts, I'll try to go through as many Rust snippets as I can, and explain what the keywords and symbols they contain mean.

Ready? Go!

programming rust tutorial
Editing for Asciinema https://asciinema.org/a/7445
Wed 26 Feb 2020 01:56:47 PM CET
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asciicast

Recorded by micahcowan

educational terminal tutorial
Linux Cheat Sheets for Quick Access from the Command Line https://www.putorius.net/linux-cheat-sheets.html
Wed 19 Feb 2020 09:53:02 PM CET
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Use the cheat utility to keep Linux cheat sheets handy on the command line. Personalize your cheat sheets by editing and creating them to suit your needs.

image

article cheatsheet command_line linux shell tutorial
Mastering Emacs in one year guide https://github.com/redguardtoo/mastering-emacs-in-one-year-guide/blob/master/guide-en.org
Sun 02 Feb 2020 02:07:46 PM CET
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article emacs tutorial
Learn and Master Python in 1 Month https://youtu.be/wECc7RPAr7s
Mon 13 Jan 2020 06:17:00 PM CET
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We are providing a complete guideline to learn python. #python #tutorial #2020 This is the complete outline that you have to do to get hired as a python deve...

programming python tutorial video
Scripting tmux https://www.arp242.net/tmux.html
Sat 04 Jan 2020 11:17:03 AM CET
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There is often the desire to start "standard" or pre-configured workspaces in tmux.
For example, run tail on two log files in a pane, or to start both vim and mysql in a pane, etc.

If you try to find information about starting tmux workspaces, you typically get advised to use wrapper programs such as tmuxinator, tmux-resurrect, or tmux-continuum. These programs may be great, but the article proposes a simpler approach.

I personally like this approach.

guidelines terminal tmux tutorial
Learn from your attackers – SSH HoneyPot | Robert Putt https://www.robertputt.co.uk/learn-from-your-attackers-ssh-honeypot/
Sat 04 Jan 2020 10:51:33 AM CET
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In a world of evolving and targeted cyber threats understanding your attacker’s intentions and tools has never been more crucial. By deliberately maintaining vulnerable systems, or Honey Pots, and letting the attackers in you can analyse their activity and gather intelligence so you can be ahead of the game if you ever have a compromise. When running an SSH Honey Pot you can gain a full log of the commands an attacker attempts to run on your system and any files which they attempt to download and can be a great way to obtain samples of malicious software for analysis or understand the techniques used by an attacker to scour your data.

article guidelines networking security ssh tutorial
How to Fix Git Always Asking For User Credentials For HTTP(S) Authentication https://www.tecmint.com/fix-git-user-credentials-for-https/
Fri 03 Jan 2020 07:59:56 PM CET
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This article, explains different ways of preventing Git from repeatedly prompting for username and password when interacting with a remote repository over HTTP(S).

article git guidelines tutorial
xsv - Doing a SQL join with CSV files https://www.johndcook.com/blog/2019/12/31/sql-join-csv-files/
Wed 01 Jan 2020 03:55:27 PM CET
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How to combine data spread over two CSV files, like separate tables in a normalized relational database.

#cli-app article csv database programming terminal tutorial
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