PYTHON FOR ENGINEERS

Introduction and Packages
Introduction
Installation and Package Management

Numpy
Overview
Installation and Array Creation
Array Indexing
Array Shapes
Functions
Table of Common Numpy Functions
Numpy Quiz
Numpy Coding Lesson

Pandas
Overview
Installation and Data Import
Data Frame
Pivot Tables
Table of Pandas Functions
Pandas Quiz
Pandas Coding Lesson

Graphing
Overview
Line Graphs
Line Graph: Demo
Histogram
Histogram: Demo
Scatter Plot
Scatter Plot: Demo

Practical
Demo: Regression

Pandas Quiz

What is Pandas primarily used for?

Web development

Data analysis and manipulation

Machine learning

Graphic design