Module

Topics Covered

Foundations of Data Analytics

·       Introduction to Data Analytics

·       Data Types and Data Collection

·       Introduction to Excel for Data Analysis

·       Introduction to Python for Data Analysis

·       Basic Statistical Concepts

·       Hypothesis Testing

Data Handling, Cleaning & Exploration

·       Data Manipulation with Python

·       Data Cleaning Techniques

·       Data Exploration with Pandas

·       Exploratory Data Analysis (EDA)

·       Data Cleaning and Preprocessing for the Project

Data Visualization & Reporting

·       Data Visualization with Matplotlib and Seaborn

·       Introduction to Data Visualization with Tableau

·       Advanced Excel Techniques

·       Data Analysis and Visualization for the Project

SQL & Machine Learning Essentials

·       Introduction to SQL

·       SQL for Data Analysis

·       Introduction to Machine Learning

·       Modeling and Interpretation

Advanced Concepts & Project

·       Advanced Python for Data Analysis

·       Big Data Overview

·       Data Ethics and Governance

·       Project Planning and Setup

·       Project Work and Review

·       Final Review and Q&A