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Python Books

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  1. Head First Python - Support Site
  2. 7 Best Python Books To Learn Programming | FromDev
  3. Python Books

Python Courses

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  1. Python Fundamentals – Pluralsight Training
  2. Python – Beyond the Basics – Pluralsight Training
  3. The Python Developer's Toolkit – Pluralsight Training

Python Data Analysis

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  1. Machine Learning with Scikit Learn | SciPy 2015 Tutorial | Andreas Mueller & Kyle Kastn...
  2. Machine Learning with Scikit Learn | SciPy 2015 Tutorial | Andreas Mueller & Kyle Kastn...
  3. SciPy.org — SciPy.org
  4. Python Pandas tutorial by S. Anand - YouTube
  5. Python Data Analysis Library — pandas: Python Data Analysis Library

Python Machine Learning

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  1. Sentiment Analysis API « Sentdex
  2. Jake VanderPlas - Machine Learning with Scikit-Learn (I) - PyCon 2015 - YouTube
  3. An Introduction to Supervised Learning via Scikit Learn | Bugra Akyildiz
  4. Best Python modules for data mining
  5. Install GraphLab Create on AWS for Coursera Students | Dato
  6. Install GraphLab Create with Command Line | Dato
  7. 2 more

Python Notebooks

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  1. Announcements — IPython
  2. A gallery of interesting IPython Notebooks · ipython/ipython Wiki
  3. Data-Analysis-and-Machine-Learning-Projects/Example Machine Learning Notebook.ipynb at ...

Python Tools

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  1. PyCharm Tutorials - PyCharm - Confluence

Python Web

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  1. Full Stack Web Development with Python (WEB2PY) – Pluralsight Training
  2. stitchfix/pyxley

Python

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  1. Python Package Introduction — xgboost 0.4 documentation
  2. Real Python - Real Python
  3. Python Displacing R As The Programming Language For Data Science – ReadWrite
  4. 7 Python Libraries you should know about
  5. Python Programming Tutorials
  6. Python Tutor - Visualize Python, Java, JavaScript, TypeScript, Ruby, C, and C++ code ex...
  7. 14 more

R

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  1. CRAN Task View: Machine Learning & Statistical Learning
  2. CRAN - Package LiblineaR
  3. Getting staRted with R: An accelerated primer - YouTube
  4. R/Finance 2012: Applied Finance with R
  5. RStan: Fast, multilevel Bayesian modeling in R
  6. Python Displacing R As The Programming Language For Data Science – ReadWrite
  7. 11 more

Scala

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  1. NE Scala 2014 - YouTube
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