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    • Home
    • APUS
      • INFO221 Relational DB
      • INFO222 DATABASE SYSTEMS
      • INFO331 MGMT INFO SYSTEMS
      • INFO400 MONGO DB & PYTHON
      • WEBD121 Web Dev Fund.
      • WEBD300 User Interface
      • WEBD321 WEB eCOMMERCE DEV
      • WEBD323 SEO
      • WEBD122 - Web Analytics
      • INFO401-Data Exploration
    • Colorado Technical Univ.
      • Database Systems
      • Data Warehouses
      • Distributed Databases
      • Advanced Database Systems
    • Downloads
      • Downloads
      • Python Programs
    • Cybersecurity
    • Khan Academy

602.796.5972

  • Home
  • APUS
    • INFO221 Relational DB
    • INFO222 DATABASE SYSTEMS
    • INFO331 MGMT INFO SYSTEMS
    • INFO400 MONGO DB & PYTHON
    • WEBD121 Web Dev Fund.
    • WEBD300 User Interface
    • WEBD321 WEB eCOMMERCE DEV
    • WEBD323 SEO
    • WEBD122 - Web Analytics
    • INFO401-Data Exploration
  • Colorado Technical Univ.
    • Database Systems
    • Data Warehouses
    • Distributed Databases
    • Advanced Database Systems
  • Downloads
    • Downloads
    • Python Programs
  • Cybersecurity
  • Khan Academy
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INFO401-Data Exploration and Visualization

 In this project-based Python data science course, students will explore the Python language and its use
in data analysis. Students will gain hands-on experience applying statistical methods through exploratory data analysis, data wrangling, and data visualization with libraries such as pandas and the NumPy library.

Downloads

W1 Harris 2020 Array Programming with NumPy (pdf)

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W1 McKinney 2010 Data Structures for Statistical Computing pandas (pdf)

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W2 Gyorodi 2022 MongoDB vs Document MySQL (pdf)

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W2 Hart 2016 Ten Simple Rules Digital Data Storage (pdf)

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W3 Wickham 2014 Tidy Data (pdf)

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W4 Rougier 2014 Ten Simple Rules Better Figures (pdf)

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W4 Crameri 2020 Misuse of Colour (pdf)

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W5 Seabold Perktold 2010 statsmodels (pdf)

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W6 Baillie 2022 Ten Simple Rules Initial Data Analysis (pdf)

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W8 Sandve 2013 Ten Simple Rules Reproducible Research (pdf)

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W8 Wilson 2017 Good Enough Practices Scientific Computing (pdf)

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VideoS

Python Tutorial for Beginners 4

 Corey Schafer 

Python Tutorial for Beginners 5

 Corey Schafer 

Python NumPy Tutorial for Beginners

 freeCodeCamp.org 

Pyton Pandas Tutorial (Part 1)

 Corey Schafer 

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Dr. John C Conklin

602.796.5972

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