What role does exploratory data analysis (EDA) play in the data science process, and how can data scientists effectively use visualization techniques and statistical methods to gain insights into the underlying patterns and trends in a dataset before applying machine learning algorithms?
What role does exploratory data analysis (EDA) play in the data science process, and how can data scientists effectively use visualization techniques and statistical methods to gain insights into the underlying patterns and trends in a dataset before applying machine learning algorithms?
Fundamentals of Information Systems
8th Edition
ISBN:9781305082168
Author:Ralph Stair, George Reynolds
Publisher:Ralph Stair, George Reynolds
Chapter3: Database Systems And Applications
Section: Chapter Questions
Problem 19SAT
Related questions
Question
What role does exploratory data analysis (EDA) play in the data science process, and how can data scientists effectively use visualization techniques and statistical methods to gain insights into the underlying patterns and trends in a dataset before applying machine learning algorithms ?
Expert Solution
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
Step by step
Solved in 4 steps
Knowledge Booster
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.Recommended textbooks for you
Fundamentals of Information Systems
Computer Science
ISBN:
9781305082168
Author:
Ralph Stair, George Reynolds
Publisher:
Cengage Learning
Fundamentals of Information Systems
Computer Science
ISBN:
9781305082168
Author:
Ralph Stair, George Reynolds
Publisher:
Cengage Learning