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Data Science Foundations

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Overview

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Learn to clean, analyze, and visualize data with Python and SQL. Includes **Python 3**, **SQL**, **Pandas**, **Matplotlib**, **Data Visualization**, **Data Cleaning**, and more.

Syllabus

  • Welcome to Data Science Foundations
  • Principles of Data Literacy
  • Learn SQL
  • Python Fundamentals for Data Science (Part I)
  • Python Fundamentals for Data Science (Part II)
  • Portfolio Project: U.S. Medical Insurance
  • Python Pandas for Data Science
  • Exploratory Data Analysis in Python
  • Statistics Fundamentals for Data Science
  • Data Visualization Fundamentals with Python
  • Portfolio Project: Data Visualization
  • Data Wrangling, Cleaning, and Tidying
  • Communicating Data Science Findings
  • Data Analysis Portfolio Project
  • Next Steps

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