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Data Science

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About this learning path

Data Science

It comes from

  • ↑ Data Analysis
  • includes the learning paths

  • Statistics
  • Python
  • Data Visualization
  • Machine Learning
  • and can be deepened into

    Is important for

    Related Learning Paths:

    Web resources
    Start immediately and learn at your own pace.

    Flexible schedule
    Set and adhere to flexible deadlines.

    Approx. 3 months to complete
    Recommended 12 hours/week

    Mostly English

    Curator

    There is no curator for
    Data Science yet!

    This How it Works

    You go Section by Section. In each Section you'll find resources containing:

    1. Information

    2. Educational content

    3. Places to exchange infos

    4. Applications, Tools

    ( 5. Entertaining content )

    After studying a resource, you check it.

    Learning Path

    Section

    1

     

    50 Years Data Science

    »

    Data pre-processing

    »

    Introduction to Statistics for Data Science Online Course

    »

    Data Science 101 Lessons

    Section

    2

    »

    Dataquest Online Courses

    »

    Chris Albon

    »

    Data science methodology Lessons

    Section

    3

    »

    Introduction to Data Science in Python Online Course

    »

    Python Data Science Handbook E-Book

    »

    Applied Plotting, Charting & Data Representation in Python Online Course

    »

    Toward Data Science articles

    »

    Data Science Stack Exchange Forum

     

    Dataskeptic Interviews

    Section

    4

    »

    An Introduction to Statistical Learning Book

    »

    Data Mining Concepts and Techniques Non-fictional

    »

    Konwledge Discovery in Databases Techniken und Anwendungen Non-fictional

     

    Kaggle Platform

     

    Dataiku Web Application