Data Analysis
[Pages:43]Data Analysis
Kelly Rivers and Stephanie Rosenthal 15-110 Fall 2019
Data Science vs Data Analytics
Data science is the application of computational and statistical techniques to address or gain insight into some problem in the real world that can be captured by data
Data analysis is the application of the same techniques to gain insight only into the data collected
Data Science/Analysis Process
Hypothesis Generation
Data Collection
Data Cleaning
Exploration/ Visualization
Presentation and Action
Insight and Decision Making
Statistics & Analysis
Applications
Web Search
Targeted Advertising
Recommender Systems
Price Comparison Websites
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