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Statistical Inference and Hypothesis Testing in Data Science
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CERTIFICATE

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Statistical Inference and Hypothesis Testing in Data Science

This course is part of Data Science Foundations: Statistical Inference.

Course Cost

Free course

Intermediate

Skill Level

32 Hours

Self-paced lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Data Science Foundations: Statistical Inference Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

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4.8

6,129 Enrolled

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English

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olive-leaves-logo

4.8

6,129 Enrolled

olive-leaves-logo

English

What you'll learn

  • Design and execute appropriate hypothesis tests for different scenarios

  • Interpret p-values and significance levels correctly

  • Understand and apply t-tests and chi-squared tests

  • Evaluate test power and minimize error rates

  • Implement statistical tests using R programming

  • Make data-driven decisions using hypothesis testing

Skills you'll gain

Statistical Testing
Hypothesis Testing
Data Analysis
R Programming
Statistical Inference
P-values
Chi-Square Tests
T-Tests
Statistical Modeling
Power Analysis

This course includes:

12.2 Hours PreRecorded video

6 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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There are 6 modules in this course

This comprehensive course focuses on the theory and implementation of hypothesis testing in data science applications. Students learn to make informed decisions from data through statistical testing methods. The curriculum covers fundamental concepts including test statistics, significance levels, p-values, power functions, and various types of tests like t-tests and chi-squared tests. Special attention is given to proper interpretation and ethical implications of testing concepts. The course includes hands-on programming assignments in R and practical applications to real-world data analysis scenarios.

Start Here! Module 1

Module 1 · 1 Hours to complete

Fundamental Concepts of Hypothesis Testing

Module 2 · 8 Hours to complete

Composite Tests, Power Functions, and P-Values

Module 3 · 7 Hours to complete

t-Tests and Two-Sample Tests

Module 4 · 7 Hours to complete

Beyond Normality

Module 5 · 3 Hours to complete

Likelihood Ratio Tests and Chi-Squared Tests

Module 6 · 6 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Data Science Foundations: Statistical Inference

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Statistical Inference and Hypothesis Testing in Data Science

Intermediate

Skill Level

32 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.