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ADVANCED STATISTICS FOR DATA SCIENCE

Course Fee : 10 USD

  • Course Duration : 1 Hour
  • Validity : 60 Days
Certificates

This course includes certification from TATA STEEL

Description

Deep dive into Statistics and learn all the basic and advanced topics essential in Statistics for Data Science. This in-depth course starts from a complete beginner perspective and introduces you to the various facets of statistics and concepts required to solve business problems and help you make better business decisions from data.

Course Objective

By the end of the course, you will be able to:

  • 1. Understand and explain Central Limit Theorem.
  • Describe the concepts in Hypothesis Testing.
  • Identify Null and Alternate Hypothesis.
  • Understand the terms and notation used in Hypothesis Testing.
  • Understand Critical value and P-value approach.
  • Recognize the Types of Errors.

Course Curriculum

  • Central Limit Theorem
  • Hypothesis Testing
  • Formulate Null and Alternate hypothesis
  • Critical Value approach
  • One-Tailed test
  • Two-Test test
  • P-Value approach
  • Type-I and Type-II error
  • Real-life consequences of both these errors

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