EXPLORATORY DATA ANALYSIS WITH PYTHON

Course Overview

Course Title: Exploratory Data Analysis with Python

Level: Beginner

Course Description

This course provides a comprehensive introduction to Exploratory Data Analysis (EDA) using Python. Students will learn to analyze, visualize, and interpret data to extract meaningful insights for decision-making across various domains.

Learning Outcomes

• Gain comprehensive familiarization with Python programming for data analysis
• Understand the fundamentals of data analysis and EDA
• Classify and work with different types of data
• Perform data cleaning and preprocessing
• Apply statistical methods for data exploration
• Create effective visualizations using Python libraries
• Build interactive dashboards and tell data stories
• Complete end-to-end EDA projects
• Develop hands-on experience working with real-time data through practical exercises, live datasets, and industry-relevant case studies