HackBU - Data Science & Engineering

Sections

To get started, choose the section that most interests you!

• The Data Science portion of the workshop covers data analysis and data visualization.
  • Introduction to Pandas
    How to import, view, and derive meaning from datasets with the powerful Pandas library!
  • Introduction to NumPy
    How to generate NumPy arrays, perform operations on them, and solve math problems with them (we’ll be coming back to this for ML)!
  • Data Visualization with MatPlotLib
    How to visualize a dataset with the MatPlotLib library!
  • Data Science Mini-Project
    Use your skills you’ve gathered to find an answer to a real-world problem!
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• The Data Engineering portion of the workshop covers SQL and MongoDB, two very popular database systems.
  • Beginner SQL
    An introduction to SQL, and how to work with a SQL database on SQLFiddle with basic commands like SELECT!
  • Intermediate SQL
    A focus on operations involving intersections of datasets with JOIN statements!
  • Advanced SQL
    Database creation and management, as well as stored procedures!
  • MySQL with Python
    How to interact with a personal SQL database with Python’s MySQL wrapper!
  • NoSQL and MongoDB
    An introduction to NoSQL (non-SQL database systems) and MongoDB, a NoSQL platform! —>

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