Core Python for Data Science Introduction

Challenge 1

Input and Output in Python

Challenge 2

Collection 1

Collection 2

Collection 3

Collection 4

Challenge 3

Control Flow Statement

Loops in Python

Challenges 4

Functions in Python

Challenge 5

File Handling in Python

Challenge 6

Exception Handling in Python

Challenge 7

OOPS

Pandas

NumPy

EDA Process

Matplotlib

Seaborn

Introduction to Sql

Database Languages and Datatypes

DDL-SQL

Challenge 1

Constraints

DML, DQL - SQL

JOINS - SQL

Subquery

Operator, Clauses in SQL

Inbuild Function

Windows Function

DCL

TCL

Statistics - Part 1

Statistics - Part 2

Descriptive Statistics and Exploratory Data Analysis

Introduction to Machine Learning

Linear Regression

Linear Regression - Coding

Multiple Linear Regression

Polynomial Regression