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DATA WRANGLING WITH PYTHON (~50 hours)
Welcome
Welcome!
Introduction to NumPy
Outline
NumPy: Reading
NumPy: Video Tutorial
NumPy: Exercise
NumPy: Quiz
Introduction to NumPy: Feedback
Introduction to Pandas
Outline
Meet the Creator
Introduction to Pandas Data Types
Series: Tutorial
DataFrame: Tutorial
Pandas Data Types: Tutorial
Pandas Basics I: Tutorial
Introduction to Pandas: Feedback
Pandas - Advanced
DataFrames: Follow Up
Pandas Basics II: Tutorial
Pandas - Viewing: Tutorial
Pandas - Filtering: Tutorial
Pandas: Exercise I
Pandas - Merge and GroupBy: Tutorial
Pandas - Reshaping: Tutorial
Pandas - Apply Functions: Tutorial
Pandas: Quiz
Pandas: Exercise II
Pandas - Advanced: Feedback
Regular Expressions
Outline
Introduction to Regex
Introduction to Regex: Tutorial
Regex in Python: Tutorial
Regex in Python: Exercise
Regular Expressions: Feedback
Introduction to APIs
Outline
What is an API?
API Examples
Introduction to XML
Introduction to JSON
API Examples: Tutorial
Environmental Variables
APIs in Python: Tutorial
Types of APIs
HTTP Requests
REST APIs
Introduction to APIs: Quiz
HTTP Requests: Tutorial
Introduction to APIs: Feedback
Special Data Types
Outline
JSON vs. XML
JSON: Tutorial
JSON: Exercise
XML: Tutorial
XML: Exercise
Other Data Types: Tutorial
What is HTML?
HTML: Tutorial
Other Data Types: Quiz
Special Data Types: Feedback
Data Wrangling Challenge
Data Wrangling Challenge
Data Wrangling Challenge: Feedback
Good-bye (or See You Again Soon?)
Conclusion + Final Feedback
Pandas - Merge and GroupBy: Tutorial
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