Data Science A-Z

What you will learn from this course?

Visualisation
– Introduction to Tableau
– How to use Tableau for Data Mining
– Advanced Data Mining With Tableau

Modelling
– Stats Refresher
– Simple Linear Regression
– Multiple Linear Regression
– Logistic Regression
– Building a robust geodemographic segmentation model
– Assessing your model
– Drawing insights from your model
– Model maintenance

Data Preparation
– Business Intelligence (BI) Tools
– ETL Phase 1: Data Wrangling before the Load
– ETL Phase 2: Step-by-step guide to uploading data using SSIS
– Handling errors during ETL (Phases 1 & 2)
– SQL Programming for Data Science
– ETL Phase 3: Data Wrangling after the load
– Handling errors during ETL (Phase 3)

Communication
– Working with people
– Presenting for Data Scientists
– Homework Solutions
– Bonus Lectures

Certification : No
Time to complete : 1 week
Cost : around $19
Course Level : Beginner
Language : English