Stanford University
Fundamentals of Machine Learning for Healthcare
Stanford University

Fundamentals of Machine Learning for Healthcare

This course is part of AI in Healthcare Specialization

Taught in English

Some content may not be translated

Matthew Lungren
Serena Yeung

Instructors: Matthew Lungren

Top Instructor

21,760 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.8

(401 reviews)

|

97%

Beginner level
No prior experience required
14 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Define important relationships between the fields of machine learning, biostatistics, and traditional computer programming.

  • Learn about advanced neural network architectures for tasks ranging from text classification to object detection and segmentation.

  • Learn important approaches for leveraging data to train, validate, and test machine learning models.

  • Understand how dynamic medical practice and discontinuous timelines impact clinical machine learning application development and deployment.

Details to know

Shareable certificate

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Assessments

19 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.8

(401 reviews)

|

97%

Beginner level
No prior experience required
14 hours (approximately)
Flexible schedule
Learn at your own pace

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

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Build your subject-matter expertise

This course is part of the AI in Healthcare 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
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There are 8 modules in this course

What's included

7 videos6 readings3 quizzes

What's included

8 videos2 readings3 quizzes

What's included

10 videos3 readings3 quizzes

What's included

5 videos2 readings3 quizzes

What's included

9 videos2 readings3 quizzes

What's included

6 videos4 readings3 quizzes

What's included

8 videos

What's included

1 video3 readings1 quiz

Instructors

Instructor ratings
4.9 (153 ratings)
Matthew Lungren

Top Instructor

Stanford University
2 Courses24,494 learners
Serena Yeung
Stanford University
2 Courses24,494 learners

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