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Course Content
Python for Data Analysis
Learn the Python fundamentals necessary for working with data and preparing datasets for analysis.
Introduction to Python
Working with Data Structures
Introduction to Pandas
Python Fundamentals
Pandas & Data Structures
Data Cleaning & Visualization
Learn how to prepare messy datasets and create visualizations that communicate meaningful insights.
Handling Missing Data
Data Visualization Fundamentals
Using Matplotlib and Seaborn
Data Cleaning
Visualization Assessment
Introduction to Machine Learning
Understand how machines learn from data and build your first predictive models.
What Is Machine Learning?
Supervised vs Unsupervised Learning
Building Your First Model
Machine Learning Basics
Model Building Assessment
