Install Anaconda Python on OS X

Get started in data analysis with Python

What you need to know

What's new in this update

Install Anaconda Python on Windows

Working with Jupyter Notebooks

Using the exercise files

Using Python in the cloud

Warmup with Python loops

Sequences: Lists, tuples, and the slicing syntax

Dictionaries and sets

Comprehensions

Advanced Python containers

Anagrams overview

Loading a dictionary

Finding anagrams

Challenge: Palindromes

Solution: Palindromes

NumPy overview

Creating NumPy arrays

Indexing NumPy arrays

Doing math with NumPy arrays

Special arrays: Records and dates

Overview of use case

Loading station and temperature data

Filling missing values

Smoothing time series

Weather charts

Challenge: Weather anomalies

Solution: Weather anomalies

pandas overview

DataFrames and Series

Indexing in pandas

Plotting

Overview of use case

Loading data sets

Comparing name popularity

Yearly top ten names

Challenge: Unisex baby names

Solution: Unisex baby names

Next steps