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Data Science at the Command Line

We data scientists love to create exciting data visualizations and insightful statistical models. However, before we get to that point, usually much effort goes into obtaining, scrubbing, and exploring the required data. The command line, although invented decades ago, is an amazing environment for performing such data science tasks. By combining small, yet powerful, command-line tools you can quickly explore your data and hack together prototypes. New tools such as parallel, jq, and csvkit allow you to use

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Data Science at the Command Line | datascienceatthecommandline.com Reviews
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We data scientists love to create exciting data visualizations and insightful statistical models. However, before we get to that point, usually much effort goes into obtaining, scrubbing, and exploring the required data. The command line, although invented decades ago, is an amazing environment for performing such data science tasks. By combining small, yet powerful, command-line tools you can quickly explore your data and hack together prototypes. New tools such as parallel, jq, and csvkit allow you to use
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Data Science at the Command Line | datascienceatthecommandline.com Reviews

https://datascienceatthecommandline.com

We data scientists love to create exciting data visualizations and insightful statistical models. However, before we get to that point, usually much effort goes into obtaining, scrubbing, and exploring the required data. The command line, although invented decades ago, is an amazing environment for performing such data science tasks. By combining small, yet powerful, command-line tools you can quickly explore your data and hack together prototypes. New tools such as parallel, jq, and csvkit allow you to use

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Data Science Websites – Jesse Steinweg-Woods, Ph.D. – Data Scientist

https://jessesw.com/websites

Jesse Steinweg-Woods, Ph.D. This page lists my favorite online classes and websites for learning about Data Science and keeping up with the latest news and cutting-edge techniques. Machine Learning with Andrew Ng (Coursera). He discusses most unsupervised and supervised machine learning topics, but he decided not to include any discussion of tree-based methods or Naive Bayes in his Coursera class. If you want to see him teach Naive Bayes, you can go here. This class will help you understand the basics of...

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the-art-of-command-line/README-ru.md at master · jlevy/the-art-of-command-line · GitHub

https://github.com/jlevy/the-art-of-command-line/blob/master/README-ru.md

Jun 1, 2016. Users who have contributed to this file. 576 lines (334 sloc). Обработка файлов и информации. Сложно, но полезно. Больше информации по теме. Этот гайд является результатом работы большого числа авторов и переводчиков. Многое из того, что тут написано, изначально. Заранее изучив описание и посмотрев на уже созданнные тикеты и пулл-реквесты). Данная публикация предназначена как для новичков, так и для опытных людей. Цели:. Собрать все важные аспекты использования командной строки),. Для того, ...

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LinkedIn – Aparna Chaudhary Blog

https://aparnachaudhary.wordpress.com/linkedin

My Blog about Java, and Open Source. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Email (Address never made public). You are commenting using your WordPress.com account. ( Log Out. You are commenting using your Twitter account. ( Log Out. You are commenting using your Facebook account. ( Log Out. You are commenting using your Google account. ( Log Out. Notify me of new comments via email. JavaEE – Centralized Configuration Management. Activi...

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GNU Parallel on OSX and Linux | Ravi Sinha's Weblog

https://darknightelf.wordpress.com/2015/01/01/gnu-parallel-on-osx

Ravi Sinha's Weblog. Computers. Software. Python. Scala. NLP. AI. Fitness. Nutrition. GNU Parallel on OSX and Linux. Is a great utility to parallelize any computation through the command line. The book Data Science at the Command Line. Discusses, amongst several other things, how to use GNU Parallel to distribute your data over different machines. The toy example/ tutorial in the book makes three assumptions:. 1) all machines you are using are running Ubuntu or some variant of Linux. 3) you are using GNU.

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Curriculum

http://www.compciv.org/curriculum

Computational Methods in the Civic Sphere. In reverse-order, the list of things we've learned (or will soon be learning). In addition to the articles/tutorials listed below, here are a couple of overall references:. Guide to Bash fundamentals. Unix tools we've used. Introduction to Basic Supervised Machine Learning using the Yelp Academic Dataset. Homework: Wednesday, March 11 - Collecting Dallas Officer-Involved Shootings. Extra Credit: Tuesday, March 10 - The Celebrity (Tw)It List. What a tag is. Homew...

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More HTML and data visualization and analysis

http://www.compciv.org/week/5

Computational Methods in the Civic Sphere. A solution to the Death Penalty data scraping/parsing homework. Has been posted, with some explanation and pointers. The Wednesday class (Feb. 4) will be. We'll still meet up in the classroom but I'll spend more time reviewing things, checking up where people are, and hope to have midterm standings by the end of this week. Come to class if you still want to make sure you're good on the fundamentals of what we've covered so far. OpenSecrets Revolving Door Project.

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The Bash Primer

http://www.compciv.org/bash-guide

Computational Methods in the Civic Sphere. All the things you need to know about Bash for the CompCiv class. If you're interested in just the Unix tools. We've used so far, there's a separate page for that. About Bash and the prompt. An overview of Bash and the interactive prompt. What is the prompt. The prompt is what Bash uses to signal that it is waiting for your next command. Prompts can be customized. For most of the examples listed on the site, the prompt will look like this:. Between commands will...

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Informática – El blog de Tranquilinho

http://www.tranquilinho.com/category/informatica

El blog de Tranquilinho. Scheme en tu navegador. A performant Scheme interpreter written in asm.js. Deja un comentario en Scheme en tu navegador. Fragmentos CSS para crear páginas web más ligeras. On writing less damn code. Más cosicas de Heydon:. Comprueba tus páginas con el bookmarklet Revenge.css. Deja un comentario en Fragmentos CSS para crear páginas web más ligeras. Memoria de intercambio consumida por procesos. Fichero /proc/pid/smaps (mejor filtrado con awk 😉 ). HP Envy 4520 en ArchLinux. Intere...

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Narendra – Connecting Dots

http://narendranag.com/author/admin

Narendra Nag's Blog. I’m an explorer again. December 7, 2016. Leave a comment on I’m an explorer again. Pandas Cheat Sheet for Data Science in Python. Datacamp has put out a really cool cheat sheet for Pandas everybody’s favourite Python data science library. That’s where this cheat sheet might come in handy. It’s a quick guide through the basics of Pandas that you will need to get started on wrangling your data with Python. November 8, 2016. The Great Tragedy of the 2016 US Elections. A case can also be...

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The Perfect Mac Dev Setup – Connecting Dots

http://narendranag.com/the-perfect-mac-dev-setup

Narendra Nag's Blog. The Perfect Mac Dev Setup. Fire up your terminal. Install Xcode Command Line tools. Ruby -e "$(curl -fsSL https:/ raw.githubusercontent.com/Homebrew/install/master/install)". Sh -c "$(curl -fsSL https:/ raw.github.com/robbyrussell/oh-my-zsh/master/tools/install.sh)". Download and Install Virtual Box. Download and Install Vagrant. Now to set up a LAMP environment. We’re using Scotch Box. More Here. Init the Scotch Box repo in your new project folder. April 4, 2016. April 4, 2016.

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About the Data Science Association | Data Science Association

About the Data Science Association. DSA In the News. International Journal of Data Science - Call for Papers - Deadline May 1, 2018 for Next Issue. 2013-11-12: Predictive Analytics and Automated Intelligent Outlier Detection. 2013-12-10: Sequencing the Human Genome and Personalized Medicine and Bioinformatics. 2014-01-14: Adding Predictive Analytics to BI Team and Random Forest and Decision Trees using R. 2014-02-26: Druid Data Ingest and Text Mining with Python. 2014-07-14: In-memory Computing Principles.

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Data Science ATL

Got something important to say? Then make it stand out by using the jumbo headline option and get your visitor's attention right away. Resize your browser to see how Tonic. Will adjust for desktops, tablets and handheld devices. Take advantage of the new Theme Options customizer to preview your changes before putting them live. Bootstrap already has tons of great design elements. That's why we included a bunch of them in Tonic. Readability is key with all sites. Good thing Tonic.

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Data Science ATL | Atlanta's data science community

Atlanta's data science community. May 12, 2014. Enterprise-Focused Public SaaS Companies More Likely to Be Acquired. David Cummings on Startups. Reflecting on the list of publicly traded B2B SaaS companies. If you go back another year you have SuccessFactors and Taleo both getting acquired, and both targeting the enterprise with HR software. Here are a few thoughts on why enterprise-focused startups are more likely to be acquired:. April 14, 2014. Big Data Week in Atlanta 2014. We are working hard as a t...

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Data Science at the Command Line

Data Science at the Command Line. Data Science at the Command Line is a new book. Written by Jeroen Janssens. This website contains information about the webcast. From August 20th, instructions on how to install the Data Science Toolbox. And an overview of all the command-line tools. Discussed in the book. Buy the book from O'Reilly. Webcast Recording Now Available. On August 20, 2014 at 17:00 UTC. I did a two-hour webcast about the book. You may need to sign up or log in. In both the book and the webcas...

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www.datascienceaward.com is for sale!

Domain name values are currently rising at a very rapid rate. NOW is the time to invest in this premium domain name! In an increasingly competitive online marketplace, everyone has a domain name. To be really successful online without the marketing budget of Coca-Cola, it's now essential to own multiple, brandable, keyword domain names for your website - to stay ahead of your competitors in search engine rankings,. To make your site memorable to potential customers or leads.

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Domain name values are currently rising at a very rapid rate. NOW is the time to invest in this premium domain name! In an increasingly competitive online marketplace, everyone has a domain name. To be really successful online without the marketing budget of Coca-Cola, it's now essential to own multiple, brandable, keyword domain names for your website - to stay ahead of your competitors in search engine rankings,. To make your site memorable to potential customers or leads.

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The Data Science Community | The European Knowledge Hub for BigData and DataScience

The Data Science Community. The European Knowledge Hub for BigData and DataScience. Jobs – VUB – RESEARCH POSITION IN DATA ANALYTICS. Posted by Philippe Van Impe. The candidate is expected to conceptually develop and implement these applications by analysing available real-life data in close collaboration with and at location of the involved company. The project will require a thorough study of analytical approaches as well as the specific field of application. Upon successful realization of the ...The t...