Python
Programming

Module 1 (6 Hours)

Introduction
o Introduction to python o Features of Python o Introduction to Google Colab

Variables Expression and Statements
o Variables o Keywords o Arithmetic operators and BEDMAS rule o String operations o Input function

Data structures
o List, Tuples o Dictionary sets

Control Structures and Functions in Python
o If-elif-If o for loop, while loops o lambda functions, user defined functions and recursion

Python

Duration:

Module 2 (8 Hours)

OOP’s Concepts
Numpy
o Introduction to numpy o Importing numpy o Creating array using numpy o Array vs list, o Numpy functions and slicing o Sub setting and indexing operations on arrays

Pandas
o Introduction to pandas o Importing pandas o Creating series using pandas o Creating dataframes using panda

Python

Duration:

Module 3 (8 Hours)

Matplotlib
o Introduction to Matplotlib o Importing Matplotlib o Basic and advance Plotting with Matplotlib o Real-world Applications

Seaborn
o Introduction to Seaborn o Importing Seaborn o Creating Plots with Seaborn o Statistical Data Visualization o Pair Plots and Heatmaps


Module 4 (4 Hours)
Introduction to machine Learning
o Types of Machine Learning o Machine Learning Workflow o Applications of Machine Learning o Basic Machine learning model

Python

Duration:

Module 5 (2-4 Hours)
Project (2-4 Hours)

Python

Duration: