Introduction to Data Mining with Microsoft SQL Server Get Free Access Purchase the entire course

27 May 2012 · · 34320 views

What, Why, and How of Data Mining and Predictive Analytics

If you ever wanted to learn data mining and predictive analysis, start right here! SQL Server has easy-to-use data mining tools, requiring no prior formal knowledge to get started with this advanced form of predictive analytics. In this free video tutorial you will learn what is data mining, why would one use it, and how is it related to big data. Log-in or get a free account to watch it!

You will also see two short demos in this module. The first one shows how to detect anomalies (outliers) using Microsoft Excel as the data mining client to SQL Server data mining engine. The second one shows Market Basket Analysis with Association Rules algorithm, using SSDT, SQL Server Data Tools. If you like what you saw take a look at the other, free data mining video, What Are Decision Trees?

Once you have covered the basics, continue learning by watching the next module, Data Mining Concepts and Tools. We are adding new modules and articles regularly, focussing on different aspects of data science. Our aim is to help you study this technology in detail—our subscription is a cost-effective way to gain advanced skills.

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  • Introduction to Data Mining with Microsoft SQL Server 24-min Watch with Free Subscription

  • Data Mining Concepts and Tools 50-min

  • Data Mining Model Building, Testing and Predicting with Microsoft SQL Server and Excel 1-hour 20-min

  • What Are Decision Trees? 10-min Free—Watch Now

  • Decision Trees in Depth 1-hour 54-min

  • Why Cluster and Segment Data? 9-min Watch with Free Subscription

  • Clustering in Depth 1-hour 50-min

  • What is Market Basket Analysis? 10-min Watch with Free Subscription

  • Association Rules in Depth 1-hour 35-min

  • HappyCars Sample Data Set for Learning Data Mining

  • Additional Code and Data Samples (R, ML Services, SSAS) Get with Free Subscription

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