Advanced Statistics and Data Mining for Data Science

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Advanced Statistics and Data Mining for Data Science, Your one stop solution to conquering the woes in Statistics, Data Mining, Data Analysis and Data Science

Created by Packt Publishing

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What you'll learn

• Get familiar with advanced statistics and data mining techniques
• Differentiate between the various types of predictive models
• Master linear regression
• Explore the results of a decision tree
• Work with neural networks
• Understand when to perform cluster analysis and when to use association modeling

Requirements

• This is an ideal course for those in Data Analytics, Data Management, Business Analytics, Business Intelligence, Information Security, Information Center, Finance, Marketing, and Data Mining; and specifically data developers, data warehousers, data consultants, and statisticians—across all industries and sectors.