Data Science Training: Download Practice Datasets

Published by SuperDataScience Team

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Ready to tackle messy data and emerge victorious? Download your practice materials and start your battle-tested training now!

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Feel free to explore these datasets and get a taste of hands-on data science training. To maximize your learning and get step-by-step expert guidance, enroll in the full Data Science A-Z Training Course today!

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

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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

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Section 8. Model Maintenance

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Section 9. Modelling Tips & Tricks

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Part 3: Data Prep

Section 1. What is Business Intelligence (BI)?

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Section 2. ETL Phase 1: Data Wrangling Before the Load

Section 3. ETL Phase 2: Step-by-Step Guide to Uploading Data Using SSIS

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Section 4. Handling Errors During ETL (Phases 1 & 2)

Section 5. SQL for Data Science

Section 6. ETL Phase 3: Data Wrangling After the Load

Section 7. Handling Errors During ETL (Phase 3)

Part 4: Communication

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