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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
    • 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
  • Colorado Technical Univ.
    • Database Systems
    • Data Warehouses
    • Distributed Databases
    • Advanced Database Systems
  • Downloads
    • Downloads
    • Python Programs
  • Cybersecurity
  • Khan Academy
Person selecting digital documents on a laptop screen.

Data Science with Python

The course begins with an introductory overview of data processing and analysis, providing insights into a typical data processing pipeline. Subsequently, it reviews Python's inherent data structures and explores select third-party Python libraries widely utilized in data science and visualization applications. 

Explore the Course

Educational Resources

Click on a link to access it.


How to Use Python with MongoDB:  https://www.mongodb.com/resources/languages/python


MongoDB with Python:  https://www.mongodb.com/docs/languages/python/


Python Data Structures: https://www.geeksforgeeks.org/python-data-structures/

 

Data Science and Python:  https://www.w3schools.com/datascience/ds_python.asp


Top 26 Python Libraries for Data Science in 2025: https://www.datacamp.com/blog/top-python-libraries-for-data-science


APA Flowchart

 APA Citation Flow Chart - Google Slides 

Visio Demonstration (pdf)

Download

Resources for Healthcare Education

MongoDB & Python Guides

 

Install MongoDB Community Edition on Windows:  https://www.mongodb.com/docs/manual/tutorial/install-mongodb-on-windows/


Install MongoDB Community Edition on macOS:  https://www.mongodb.com/docs/manual/tutorial/install-mongodb-on-os-x/


Python: Download the latest version for Windows: https://www.python.org/downloads/


Python Releases for macOS:  https://www.python.org/downloads/macos/


APA Citation Tips

 

If you are struggling with APA formatting of references and how to cite sources you can take a look at this site for some assistance.

  • https://apastyle.apa.org/


This site talks about references lists:

  • https://blog.apastyle.org/apastyle/2011/02/whats-a-reference-list-for.html

Educational Videos

Python Basics

Explore Python fundamentals in this comprehensive series.

Python Data Structures

Master data structures and algorithms in Python for interviews and coding.

Data Science Libraries

Learn key Python libraries for data analysis, visualization, and machine learning.

MongoDB with Python

Get started with MongoDB and Python for database management.

PyMongo MongoDB Guide

Learn to use MongoDB with Python using PyMongo for basic database operations.

Master ER Diagrams in Visio

This link is to a video I made showing how to create an ER Diagram in Microsoft Visio.


 https://screencast-o-matic.com/watch/cr1vbaV15yH 

View Tutorial
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Dr. John C Conklin

602.796.5972

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