Johns Hopkins University

Statistics for Genomic Data Science

This course is part of Genomic Data Science Specialization

Taught in English

Some content may not be translated

Jeff Leek, PhD

Instructor: Jeff Leek, PhD

34,979 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.2

(352 reviews)

|

91%

9 hours (approximately)
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.2

(352 reviews)

|

91%

9 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

Build your subject-matter expertise

This course is part of the Genomic Data Science Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 4 modules in this course

This course is structured to hit the key conceptual ideas of normalization, exploratory analysis, linear modeling, testing, and multiple testing that arise over and over in genomic studies.

What's included

21 videos3 readings1 quiz

This week we will cover preprocessing, linear modeling, and batch effects.

What's included

14 videos1 quiz

This week we will cover modeling non-continuous outcomes (like binary or count data), hypothesis testing, and multiple hypothesis testing.

What's included

15 videos1 quiz

In this week we will cover a lot of the general pipelines people use to analyze specific data types like RNA-seq, GWAS, ChIP-Seq, and DNA Methylation studies.

What's included

14 videos1 reading1 quiz

Instructor

Instructor ratings
4.8 (31 ratings)
Jeff Leek, PhD
Johns Hopkins University
32 Courses1,615,374 learners

Offered by

Recommended if you're interested in Probability and Statistics

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 352

4.2

352 reviews

  • 5 stars

    53.97%

  • 4 stars

    26.98%

  • 3 stars

    11.93%

  • 2 stars

    2.27%

  • 1 star

    4.82%

HD
5

Reviewed on Apr 8, 2021

NS
4

Reviewed on Feb 18, 2019

EA
4

Reviewed on Jun 30, 2020

New to Probability and Statistics? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions