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Data Scientist Toolkits

Python has a great data-analytic friendly system, with numerous useful packages around it. Here are a few frequently used ones:

Pandas: data analytic & manipulation

Interactive Visualization (Plotly & Bokeh)

Scikit-learn: machine learning

Keras: deep learning package

NetworkX: network analytic & visualization

Folium: interactive map visualization


​Other Resources
- Great introduction to web crawling with scrape and Postgres http://newcoder.io/scrape/
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  • Home
  • Python
    • Pandas
    • Matplotlib
    • Interactive Visualization
    • Folium
  • Spark
    • DataFrame
  • Machine Learning
    • Classification >
      • Logistic Regression
    • Dimension Reduction
    • Model Explaination
  • Blog
  • About