Intro to NumPy
Fast Numbers with Python Ease4 H 52 M
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Episodes
- NumPy
- Overview
- Scientific Python and Setup
- Review of Python Basics with Jupyter
- Introducing NumPy Arrays
- NumPy Array and Data Types
- Graphing and Visualization
- Indexing and Slicing Arrays
- Copies and Views
- Elementwise and Broadcasting Operations
- Reduction Operations
- Shape and Sort Operations
- Data Types: Casting, Size, and Structure
- Structured Arrays
- Let's Try It: Time Series Analysis
Overview
1 M



- Episode Description
- Transcript
In this series, we cover the basics of using NumPy for basic data analysis. Some of the things that are covered are as follows: installing NumPy using the Anaconda Python distribution, creating NumPy arrays in a variety of ways, gathering information about large datasets such as the mean, median and standard deviation, as well as utilizing Jupyter Notebooks for exploration using NumPy. If you are looking to get started with NumPy then join us!