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Data Analysis with Python
Python Core
The Course Overview
Python Core Concepts and Data Types
Understanding Iterables
List Comprehensions
Dates and Times
Accessing Raw Data
NumPy for Array Computation
Creating NumPy Arrays
Basic Stats and Linear Algebra
Reshaping, Indexing, and Slicing
Pandas for Data Frames
Getting Started with Pandas
Essential Operations with Data Frames
Summary Statistics from a Data Frame
Data Aggregation over a Data Frame
Exercise – Titanic Survivor Analysis
Exercise – Titanic Survivor Analysis
Predicting Titanic survival – A Supervised Learning Problem
Performing Supervised Learning with Scikit-Learn
List Comprehensions
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