YoVDO

Exploratory Data Analysis Tutorial - Basics of EDA with Python

Offered By: Great Learning via YouTube

Tags

Exploratory Data Analysis Courses Data Science Courses Data Visualization Courses Python Courses Multivariate Analysis Courses Outlier Detection Courses

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

Applied Multivariate Statistical Modeling
Indian Institute of Technology, Kharagpur via Swayam
Exploratory Multivariate Data Analysis
Agrocampus Ouest via France Université Numerique
Mathematics for Machine Learning: Multivariate Calculus
Imperial College London via Coursera
Multivariate and Geographical Data Analysis
Arizona State University via Coursera
Probability and Statistics: To p or not to p?
University of London International Programmes via Coursera