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
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There are 4 modules in this course
This course covers essential AI concepts in healthcare, starting with key algorithms and their role in decision-making. Learners will explore the craft of AI modeling, from data preparation to evaluation, and examine different model-based algorithms, based on the learning process, such as supervised, unsupervised, and reinforced learning algorithms.
Provides hands-on understanding of learning algorithms, using supervised and unsupervised processes, tailored for healthcare data and applications.
What's included
5 videos1 reading1 assignment
Show info about module content
5 videos•Total 30 minutes
AI: The Shift to Learning Driven Systems•6 minutes
Learning-Centric AI in Healthcare•6 minutes
Four Main Categories of Machine Learning Algorithms•5 minutes
Classification and Regression in Supervised Learning Algorithms•4 minutes
Types of Supervised Learning Algorithms•10 minutes
1 reading•Total 60 minutes
Module 1 Background Materials•60 minutes
1 assignment•Total 30 minutes
Module 1 Quiz•30 minutes
The Craft of Modeling for AI
Module 2•2 hours to complete
Module details
Focuses on building effective AI models, from framing the problem to model training.
What's included
5 videos1 reading1 assignment
Show info about module content
5 videos•Total 22 minutes
Techniques in Unsupervised Learning Algorithms•4 minutes
Types of Unsupervised Learning Algorithms•7 minutes
Techniques in Semi-Supervised Learning Algorithms•5 minutes
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When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.