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Welcome to the Callysto and Data Science Online Course
Module 1 - Introduction to Data Science
What is Data Science?
The Value of Data Science
Data Science and Critical Thinking
Framing a Data Science Question
Module 2 - Data
Data for a Better Worldview
Data Fundamentals
Data Sources
Data Quality
Getting Started with Data Science Tools
Module 3 - Using Python for Data Science
Introduction to Data Science Tools
(Optional) Working with Python Libraries
Importing Data Sets
Working with DataFrames
Cleaning and Filtering Data Sets
Working with Text Data
Module 4 - Creating Data Visualizations with Jupyter Notebooks
Data Visualization Basics
(Optional) Advanced Data Visualizations
Choosing the Right Type of Visualization for your Data
Data Visualization Design
Module 5 - Analyzing Data and Interpreting Data
Introduction to Data Analysis
Indentify Trends in Data
Describing Trends
Critical Interpretation
Basic Statistics
Criitical Analysis of Software Outputs
Repository
Open issue
Index
