Data Analytics workshop ,with insights on data science

As a fresher or an IT professional, this should fascinate you. If youve been reading the news of late, Im sure youre aware of the massive layoffs across the tech companies in India. So, at this point in time, one thing that becomes essential is the need to reskill to something more rewarding and authoritative Data Analytics

DAY 1

Python:

Basics Data Types

Conditional Statements

Looping

Control Statements

String

List And Dictionary Manipulations

Python Functions

Modules And Packages

Object Oriented Programming in Python

Regular Expressions

Exception Handling

Data - Definitions and Analysis Techniques

Elements

Variables

Data categorization

Levels of Measurement

Data management and indexing

Introduction to statistical learning

Descriptive Statistics

Measures of central tendency

Measures of the location of dispersions

DAY 2

Basic Analysis Techniques

Statistical hypothesis generation and testing

Analysis of variance

Correlation analysis

Maximum likelihood test

Data analysis techniques

Regression analysis

Classification techniques

Clustering

Association rules analysis

Case studies and projects

Understanding business scenarios

Feature engineering and visualization

Sensitivity Analysis