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Python Basics
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10 commonly used built-in functions
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enum
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namedtuple
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Data visualization
Web Maps with Folium
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Matplotlib Named Colors
Custom Legend with Matplotlib
Quiver Plots in Matplotlib
Scatter Plots in Matplotlib
Matplotlib Text
Network Analysis with NetworkX
Histograms with Seaborn
Object-Oriented Programming
Class inheritance
Class vs instance attributes
Classes
@classmethod
Method overriding
Public, private, and protected attributes
@property
@staticmethod
The "super" method
Matplotlib
Matplotlib Arrows
Matplotlib Axis Labels
Matplotlib Colormaps
Matplotlib Named Colors
Custom Legend with Matplotlib
Quiver Plots in Matplotlib
Scatter Plots in Matplotlib
Matplotlib Text
Functions
Args and kwargs
Decorators
Functions
Keyword arguments
Lambda functions
Local and global scope
Control Flow
Conditional statements
Continue and break statements
For loops
for-else
Functions
While loops
Advanced Python
Context Managers
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Generators
Assignment by reference
Try-Except Blocks
Builtins
10 commonly used built-in functions
enumerate
filter
map
zip
Decorators
@classmethod
Decorators
@property
@staticmethod
Error Handling
Custom Exceptions
Exceptions
Handling KeyError
Try-Except Blocks
Strings
f-strings
Print statements
Strings
String Formatting
Other Modules
File I/O
The glob module
The math module
The os module
Performance
Generators
Data Science
Linear Regression in Python
Functools
reduce