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Saylor Academy

MA121: Introduction to Statistics

via Saylor Academy

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Overview

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Gain a comprehensive understanding of statistical concepts and methods in this 32-hour course covering data analysis, probability theory, sampling distributions, confidence intervals, hypothesis testing, and linear regression. Explore practical applications of statistics through hands-on exercises and real-world examples, developing essential skills for interpreting and presenting data effectively. Conclude with a final exam to demonstrate mastery of key statistical principles and earn a certificate of completion.

Syllabus

  • Course Introduction
  • Unit 1: Statistics and Data
  • Unit 2: Elements of Probability and Random Variables
  • Unit 3: Sampling Distributions
  • Unit 4: Estimation with Confidence Intervals
  • Unit 5: Hypothesis Test
  • Unit 6: Linear Regression
  • Study Guide
  • Course Feedback Survey
  • Certificate Final Exam
  • Saylor Direct Credit

Reviews

5.0 rating, based on 1 Class Central review

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  • Profile image for Ihsanullah Sideqi
    Ihsanullah Sideqi
    1
    The Introduction to Statistics course provides a clear and well-structured foundation for understanding basic statistical concepts. The lessons are presented in an organized manner, with practical examples that make the topics easier to understand. I especially liked how the instructor explains probability, data analysis, and hypothesis testing in simple language. This course is very useful for beginners and helps build strong skills for future statistical studies. I would definitely recommend it to students who want to develop solid analytical thinking.
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