Statistical Inference and Hypothesis Testing in Data Science Applications
Data Science Foundations: Statistical Inference,
This course will focus on theory and implementation of hypothesis testing, especially as it relates to applications in data science. Students will learn to use hypothesis tests to make informed decisions from data. Special attention will be given to the general logic of hypothesis testing, error and error rates, power, simulation, and the correct computation and interpretation of p-values. Attention will also be given to the misuse of testing concepts, especially p-values, and the ethical implications of such misuse. This course can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder’s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. Learn more about the MS-DS program at https://www.coursera.org/degrees/master-of-science-data-science-boulder.
Get a Reminder
Rating | Not enough ratings |
---|---|
Length | 6 weeks |
Effort | 5 weeks, 2-5 hours/week |
Starts | Jul 3 (45 weeks ago) |
Cost | $99 |
From | University of Colorado Boulder via Coursera |
Instructor | Jem Corcoran |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science Mathematics |
Tags | Data Science Probability And Statistics |
Get a Reminder
Similar Courses
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Neuropsychology Testing Technician $46k
In Process/ Final Testing Technician $52k
Psychologist/Coordinator of Testing Services $53k
Quality Testing Specialist $59k
HP ALM Testing Administrator $62k
Specialist - Pharmaceutical Testing $71k
Staff PERNITAL TESTING NURSE $77k
Testing Engineer in Chassis Department $82k
Program Coordinator at GED Testing Service Consultant $86k
Testing Team Coordinator $89k
Reliability Testing Engineer $101k
Team Project Manager, Services Integration Testing Lead $118k
Write a review
Your opinion matters. Tell us what you think.
Please login to leave a review
Rating | Not enough ratings |
---|---|
Length | 6 weeks |
Effort | 5 weeks, 2-5 hours/week |
Starts | Jul 3 (45 weeks ago) |
Cost | $99 |
From | University of Colorado Boulder via Coursera |
Instructor | Jem Corcoran |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Data Science Mathematics |
Tags | Data Science Probability And Statistics |
Similar Courses
Sorted by relevance
Like this course?
Here's what to do next:
- Save this course for later
- Get more details from the course provider
- Enroll in this course