Data Science Training: Download Practice Datasets
Published by SuperDataScience Team
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Greetings
Welcome to the data repository for the Data Science Training by Kirill Eremenko. If you got here by accident, then not a worry: Click here to check out the course. Otherwise, the datasets and other supplementary materials are below. Enjoy!
Part 1: Visualization
Section 1: Introduction to Tableau
Section 2: How to use Tableau for Data Mining
Section 3: Advanced Data Mining With Tableau
Part 2: Modelling
Section 1. Stats Refresher
- N/A
Section 2. Simple Linear Regression
Section 3. Multiple Linear Regression
Section 4. Logistic Regression
Section 5. Building a Robust Geodemographic Segmentation Model
Section 6. Assessing Your Model
Section 7. Drawing Insights From Your Model
- N/A
Section 8. Model Maintenance
- N/A
Section 9. Modelling Tips & Tricks
- N/A
Part 3: Data Prep
Section 1. What is Business Intelligence (BI)?
- N/A
Section 2. ETL Phase 1: Data Wrangling Before the Load
Section 3. ETL Phase 2: Step-by-Step Guide to Uploading Data Using SSIS
- N/A
Section 4. Handling Errors During ETL (Phases 1 & 2)
- FakeNames.zip
- Homework Dataset: FakeNamesUK.zip
Section 5. SQL for Data Science
Section 6. ETL Phase 3: Data Wrangling After the Load
Section 7. Handling Errors During ETL (Phase 3)
- FakeNamesCanada.zip
- Homework Challenge: VehicleService.docx
- Homework Dataset: VehicleService.zip
Part 4: Communication
- N/A