Advanced Statistics and Data Mining for Data Science

Course Details

Learn the art of Data Science in this comprehensive video course. Covering techniques and theories from statistics, computer science, and machine learning, you’ll master various data mining and statistical techniques. The course starts with an overview of data science projects and compares statistics and data mining. You’ll learn predictive/classification modeling using a statistical, decision tree, and machine learning methods.

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.