Exploratory Data Analysis Tutorial - Basics of EDA with Python
Offered By: Great Learning via YouTube
Course Description
Overview
Dive into a comprehensive 4.5-hour tutorial on Exploratory Data Analysis (EDA) with Python. Learn how data scientists analyze and investigate datasets, summarize main characteristics, and employ data visualization methods. Discover techniques for manipulating data sources, identifying patterns, spotting anomalies, testing hypotheses, and checking assumptions. Cover topics including basics of EDA with Python, multiple variate analysis, outlier detection, and apply your skills to a practical Cricket World Cup analysis. Gain valuable insights into understanding dataset variables and their relationships, enhancing your ability to choose appropriate statistical techniques for data analysis.
Syllabus
Exploratory Data Analysis Tutorial | Basics of EDA with Python | Great Learning
Taught by
Great Learning
Related Courses
Intro to StatisticsStanford University via Udacity Introduction to Data Science
University of Washington via Coursera Passion Driven Statistics
Wesleyan University via Coursera Information Visualization
Indiana University via Independent DCO042 - Python For Informatics
University of Michigan via Independent