Skip to Content on-demand course Python for Data Analysis: Step-By-Step with Projects December 2021
Beginner
10h 55m
English
Closed Captioning available in English Course outline Chapter 1 : Introduction 9m
Chapter 2 : Python Crash Course 1h 33m
Setting Up Python environment7m 19s
Overview of Data Types, Numeric, Define Variables8m 20s
Strings, Common Functions, and Methods14m 32s
Lists, Tuples, Sets, Dictionaries, Booleans13m 56s
If Statements, Loops19m 12s
Define Functions, Use Packages15m 12s
Lambda Functions, Conditional Expressions15m 4s
Chapter 3 : Importing Data 53m
Chapter 4 : Exploring Data 1h 34m
Chapter 5 : Capstone Practice Project I 2m
Chapter 6 : Cleaning Data 2h 11m
Chapter 7 : Transforming Columns/Features 1h 6m
Chapter 8 : Capstone Practice Project II 3m
Chapter 9 : Exploratory Data Analysis 2h 19m
Chapter 10 : Capstone Practice Project III 2m
Chapter 11 : Dealing with Time Series Data 57m
Chapter 12 : Thank You 36s
Show More Tackling Missing Data (Imputing with Statistics) and Missing Indicators
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