Python Fundamental

Introduction and Installation

Function in Python

Data Structure in Python

String in Python

Regular Expression Python

Search, Match and Find All

Regular Advance Expression

List Fundamental in Python

All About Dictionary Python

Object Oriented Programming

Intro to Pandas

Data Visualization Matplotlib

Indexing, Slicing, Filtering, and Shorting

Dataframe Merge

Feature Extraction

Feature Engineering

Dataframe Aggregate

Table Reshaping

Datetime

Pandas Datetime

Data Visualization Type

Data Visualization Seaborn

Data Visualization Bokeh

Data Visualization Plotly

Study Case : Finance

Transaction Classification of Fraud and Non Fraud

File Handling and I/O in Python

Exception Handling

Virtual Environment and Packages

Decorators and Context Managers in Python

Generators and Iterator

Concurrency And Parallelism

Basic Database Interaction

Advanced Object-Oriented Programming

Regular Expressions

Data Sterilization

Sorting