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Introduction to Data Science in Python

Video Introducing this tutorial

Week 1
Introduction to Specialization
Data Science
The Coursera Jupyter Notebook System
Python Functions
Python Types and Sequences
Python More on Strings
Python Demonstration: Reading and Writing CSV files
Python Dates and Times
Advanced Python Objects, map()
Advanced Python Lambda and List Comprehensions
Advanced Python Demonstration: The Numerical Python Library (NumPy)


Week 2
Introduction
The Series Data Structure
Querying a Series
The DataFrame Data Structure
DataFrame Indexing and Loading
Querying a DataFrame
Indexing Dataframes
Missing Values


Week 3
Merging Dataframes
Pandas Idioms
Group by
Scales
Pivot Tables
Date Functionality


Week 4
Introduction
Distributions
More Distributions
Hypothesis Testing in Python

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