Hypothesis-based versus data-driven analysis

“Only those data analysts who are given time to explore and analyze data thoughtfully and thoroughly are consistently successful.”
Data Identification and Prioritization


Use Augmented data besides Data Pipeline

Analytics Sandbox


Characterizing the Data—Exploring a Single Variable

Data: Descriptive analysis options

Find: Distribution of quantitative variables

Reference: [1]. Gregory S. Nelson. The Analytics Lifecycle Toolkit: A Practical Guide for an Effective Analytics Capability, John Wiley & Sons © 2018
Data Analytics, Machine Learning
Data Analytics, Machine Learning, Data Science