Exploring Your Data Frame

AI and Business Strategy: An instructor's perspective

Python for Machine Learning: The Essential Starter Kit

Partial String Replacement and Number Formats

Our First Data Frame Data Clean — Part 2

Our First Data Frame Data Clean

Goals of Data Cleaning

Reading CSV Files into Python

Introducing Data Science

Exploring Your Data Frame

Introducing Spyder and Python

What Is Data?

Build and Run an OLS Regression Model

Exploring a Data File

Creating Calculated Columns

Renaming Columns

Reading a Statistics Canada CSV file

Forward-Filling and Backward-Filling Missing Values

Dropping Columns

String Manipulation

Creating Dummy Variables for Regression Analysis

Numeric Comparisons

Combining Filter Conditions

Building Map Identifiers

Boolean Logic