Data Science

Outline For Data Science

• What is Data Science
• Introduction to Tableau
• How to use Tableau for Data Mining?
• Advanced-Data Mining with Tableau
• Stats Refresher
• Simple Linear Regression
• Multiple Linear Regression
• Building a robust geodemographic segmentation model
• Assessing Your Model
• Drawing Insights from Your Model
• Model Maintenance
• Data Preparation
• Business Intelligence Tools
• ELT Phase 1: Data Wrangling before The Load
• A step-by-step guide to uploading data using SSIS
• Handling Errors during ETL
• Communication
• Working with People
• Presenting for Data Scientists
• Homework Solutions