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Data Analysis 1 - Tutorials

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Data Science Portfolio - Projects

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  1. The key to building a data science portfolio that will get you a job
  2. Martin Grandjean » Digital humanities, Data visualization, Network analysis » GEPHI – I...
  3. Luke Stanke | Data Science – Analytics – Psychometrics – Applied Statistics

Membership Digital Humanities

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  1. Curriculum Vitae en español | Esteban Romero
  2. Open Humanities Press
  3. Center for Digital Humanities - UCLA
  4. International Institute for Digital Humanities
  5. Digital Humanities | Stanford Humanities
  6. DHQ: Digital Humanities Quarterly: 2015
  7. 6 more

Case Studies

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  1. Matthew L. Jockers
  2. Data Mining Map
  3. Regression analysis basics
  4. Epagogix | Studios & Investors
  5. Sentiment Analysis of Media Coverage of Presidential Candidates - NYC Data Science Acad...
  6. The Unknown Perils of Mining Wikipedia - Lateral
  7. 13 more

R

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Shiny

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  1. R powered web applications with Shiny (a tutorial and cheat sheet with 40 example apps)...
  2. Building Shiny apps - an interactive tutorial
  3. Coupled hover events with Shiny and Plotly | Examples | Plotly
  4. Deploying Apps - ShinyProxy

General Topics

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  1. rOpenSci - Packages
  2. Google's R Style Guide
  3. stat545.com/block022_regular-expression.html
  4. How to implement neural networks in R | R-bloggers
  5. archivist: Boost the reproducibility of your research | R-bloggers
  6. Python and R top 2017 KDnuggets rankings | R-bloggers
  7. 20 more

Network

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  1. r - plotting communities in iGraph - Stack Overflow
  2. R seminar on igraph
  3. RPubs - Network Visualization Tutorial 2015
  4. A Super-Quick Introduction to BioFabric
  5. graph - How to visualize a large network in R? - Stack Overflow

Clustering - General

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  1. K-means analysis R-Script
  2. Quick-R: Cluster Analysis
  3. Cluster analysis in R: determine the optimal number of clusters - Stack Overflow

Text Mining

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  1. Natural language processing tutorial | (R news & tutorials)
  2. Word Tokenize | Text Mining Online | Text Analysis Online | Text Processing Online
  3. R convert string to vector tokenize using " " - Stack Overflow

Topic Models

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  1. A Delicious Analysis! (aka topic modelling using recipes) | R-bloggers
  2. R code for mallet
  3. cpsievert/LDAvis

Python

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  1. How to build a simple neural network in 9 lines of Python code — Technology, Invention,...
  2. A Neural Network in 11 lines of Python (Part 1) - i am trask
  3. python - requests.Session() load cookies from CookieJar - Stack Overflow
  4. python - Using requests module, how to handle 'set-cookie' in request response? - Stack...
  5. Parsing out single column from csv into text file using python - Stack Overflow
  6. goose-extractor 1.0.25 : Python Package Index
  7. 4 more

Courses on Data Science

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And tutorials (Not programing)

  1. Courses - Cognitive Class
  2. Watson Analytics 101 - Cognitive Class
  3. Tidy Tree - bl.ocks.org
  4. AWS in Plain English
  5. Bi-plot Simulator - YouTube
  6. Statistics 133 Schedule
  7. 6 more

Artificial Intelligence

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  1. Tensorflow

    Complex Networks

  2. Artificial Neural Networks for Beginners » Loren on the Art of MATLAB
  3. What is word embedding in deep learning? - Quora

Flask

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  1. sudo ufw status return 'inactive' | DigitalOcean
  2. Build A Blog With Jekyll And GitHub Pages — Smashing Magazine
  3. Call a python function from jinja2 - Stack Overflow
  4. Edit fiddle - JSFiddle
  5. CSS Continuous Rotate Animation
  6. Basics of Jinja Template Language - OverIQ.com
  7. 2 more

Tutorials and Certifications

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  1. havasnewyork/IBM-Watson-Developer-Certification-Study-Guide: A Developer Study Guide fo...
  2. IBM Certification :: Pearson VUE
  3. C7020-230: IBM Watson V3 Application Development
  4. IDEA – nonverbal algorithm assembly instructions
  5. Personal Learning Dashboard | Microsoft Professional Program
  6. Machine Learning | Udacity

Tutorials 3

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  1. Cleaning Patent Data with Open Refine – Open Source Patent Analytics – A work in progre...
  2. Manual – Open Source Patent Analytics – A work in progress home for the WIPO Open Sourc...
  3. Visualising Patent Data in Tableau Public – Open Source Patent Analytics – A work in pr...

Web Development

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  1. 7 Rules for Creating Gorgeous UI (Part 1) – Medium
  2. 10 User Interface Design Fundamentals - Treehouse Blog
  3. HTML Cheat Sheet - A Simple Guide to HTML
  4. CSS Grid Changes EVERYTHING - Amazing Presentation - YouTube
  5. How to Build an App: First Steps | Udacity
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