Python

Types of Variables and using variables

Boolean Variables, Logical variables and Operators

While Loop

For Loop

If-Else statement

Code indentation in python

Random variable: randn()

Create a List in python

Create a Tuple in python

Functions in python

Packages in python

Numpy and Arrays in python

Slicing List

Matrices

How to build your first matrix

Dictionaries in Python

Matrix operations

First Visualization

Expanded Visualization

Creating First function

Advanced Function Design

Project brief Basketball trends in python

Basketball insights

Dataframe in Python

How to importing data into python

Exploring your dataset

Renaming columns of a dataframe

Subsetting dataframes in pandas

Basic operation with a DataFrame

Filtering DataFrame

Introduction to Seaborn

Visualizing with Seaborn (part-1)

Keyword Arguments in python

Advanced Visualization

• What is category datatype

• Working with Jointplots

• Histograms in python

• Stacked Histograms in python

• Creating a KDE plot

• Working with Subplots

• Violinplots vs Boxplots

• Creating Facet Grid

• Coordinates and Diagonals

• Building Dashboards

• Styling Tips