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Data Science

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R / R Studio

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  1. rstudio-IDE-cheatsheet

Harvard DS - edX

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  1. rafalab
  2. Data Analysis for… by Rafael A Irizarry et al. [PDF/iPad/Kindle]

Data Science

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  1. AWS DeepRacer - the fastest way to get rolling with machine learning
  2. Kaggle: Your Home for Data Science
  3. Managing environments — Conda documentation
  4. Home
  5. data-wrangling-cheatsheet
  6. Information Technology Laboratory | NIST
  7. 8 more

Visualization

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  1. Image Kernels explained visually
  2. GitHub - bruckner/deepViz: Visualization tools for deep convolutional networks
  3. Shadertoy BETA
  4. bokeh/bokeh/sampledata at master · bokeh/bokeh
  5. 09 - Geographic Plots
  6. Announcing the Slide Chooser - The Extreme Presentation(tm) Method
  7. 7 more

New Category

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  1. yanfei-wu/Udacity_connect: Lecture materials, exercises, and solutions for Machine Lear...
  2. Ta Resume
  3. Hosted Libraries  |  Hosted Libraries  |  Google Developers
  4. (7) sentdex - YouTube

Pandas

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  1. Basic Queries — Blaze 0.11.3+36.g2cba174 documentation
  2. Pandas to Blaze — Blaze 0.11.3+36.g2cba174 documentation
  3. Tutorials — pandas 0.15.2 documentation
  4. Graphics with Matplotlib
  5. Cookbook — pandas 0.23.4 documentation
  6. MultiIndex / Advanced Indexing — pandas 0.16.2 documentation
  7. 10 more

Python

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  1. zipline/technical.py at master · quantopian/zipline
  2. 5. Data Structures — Python 3.7.1 documentation
  3. The Python Tutorial — Python 3.7.1 documentation
  4. Python_SciPy_Cheat_Sheet_Linear_Algebra.pdf

Courses

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  1. Deep Learning | Coursera
  2. Welcome! | Introduction and Welcome | PH125.1x Courseware | edX
  3. Microsoft Professional Program in Data Science | edX
  4. Data Science | edX
  5. Visualizing and Understanding Convolutional Networks
  6. 8.2. Convolution Matrix
  7. 13 more

Tabs 12/20/2018

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  1. (7) Gradient descent, how neural networks learn | Deep learning, chapter 2 - YouTube
  2. Neural networks and deep learning
  3. GitHub - mnielsen/neural-networks-and-deep-learning: Code samples for my book "Neural N...
  4. MNIST handwritten digit database, Yann LeCun, Corinna Cortes and Chris Burges
  5. Home - colah's blog
  6. Distill — Latest articles about machine learning
  7. 7 more
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