Data Wrangling Pipeline-Data Wrangling Pipeline
Assessment Strategy
Data Wrangling Pipeline
Data Wrangling Project Outline
Identify Your Data-Scope and Objectives
Scope and Objectives
Identify Your Data-Identify the Sources
Identify the Sources
Identify Your Data-Understand the Sources
Understand the Sources
Data Collection and Integration-Data Collection
Data Collection
Data Collection and Integration-Data Validation
Data Validation
Data Collection and Integration-Data Integration
Data Integration
Data Understanding and Visualization-Data Statistical Understanding
Data Statistical Understanding
Data Understanding and Visualization-Data Visualization
Data Visualization
Data Understanding and Visualization-Exploratory Data Analysis
Exploratory Data Analysis
Data Processing and Manipulation-Missing Values
Missing Values
Data Processing and Manipulation-Outliers
Outliers
Data Processing and Manipulation-Sampling
Sampling
Data Processing and Manipulation-Dimension Elimination
Dimension Elimination
Data Processing and Manipulation-Scaling
Scaling
Data Processing and Manipulation-Discretization
Discretization
Data Processing and Manipulation-Data Cube
Data Cube
Data Processing and Manipulation-Pivot Table
Pivot Table
Data Processing and Manipulation-Congratulations
Congratulations!