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Fundamentals of Python
Before the Class (Free Previews)
Welcome and Class Roadmap (28:20)
Setting Up Your Environment (8:35)
Setup - Linux (17:33)
Setup - Mac (13:47)
Setup - Windows
All OSs: Setting Up JupyterLab for Notebooks (40:18)
Download the Slides and Notebooks
Your First Python: Variables, Numbers, and Strings
How to Declare Variables and Manipulate Them (42:57)
Lab: Working with Variables (3:06)
Lab: Drew Does It (6:45)
Data Structures: Lists, Dicts, Sets, and Tuples
Working with Data Structures in Python (42:30)
Lab: Building Lists and Dictionaries (3:30)
Lab: Drew Does It (10:03)
Logical Processing: If/Then/Else, While Loops, For Loops
Using If/Then/Else, While, For, and Doing Logical Processing (9:11)
Iterables: Things You Can Loop Over (10:12)
Functions: Stuff You'll Apply During Logical Processing (6:59)
Demo: Putting Together Logical Processing, Iterables, and Functions (22:47)
Lab: Doing Conditional Logic (2:52)
Lab: Drew Does It (11:16)
Extending Python with Packages and Environments
Extending Python with Packages (31:38)
Using Virtual Environments for Manageability (14:48)
Lab: Extending Python (1:45)
Lab: Drew Does It (6:25)
Working with Files and Databases
Reading and Writing Files with Python (7:29)
Reading and Writing Files with Python - Demos (35:17)
Calling APIs from Python (23:04)
Connecting to Databases with Python (42:49)
Lab: Working with Files and APIs (6:27)
Lab: Drew Does It (12:26)
Using Data Analysis Tools in Python
Pandas Series and DataFrames (65:39)
Lab: Working with Pandas (6:51)
Lab: Drew Does It (12:38)
Finishing Up
Where to Go Next (10:43)
Using Virtual Environments for Manageability
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