Fundamentals of Machine Learning for Healthcare
Coursera
60 Courses
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Overview
Discover the groundbreaking intersection of healthcare and technology with the "Fundamentals of Machine Learning for Healthcare," offered by Stanford University in collaboration with Coursera. This enlightening course is meticulously crafted for individuals across the healthcare spectrum, including professionals in healthcare, health policy, pharmaceutical development, and even those in data science seeking to broaden their understanding of machine learning applications within the medical field.
Embark on a comprehensive journey through the essential concepts and principles of machine learning as they pertain to medicine and healthcare. Participants will delve into various machine learning approaches, examine medical use cases, understand metrics unique to healthcare, and learn the best practices for designing, building, and evaluating machine learning applications in healthcare. This course stands out by empowering individuals without an engineering background with the competence to critically assess and leverage these transformative technologies.
Under the esteemed guidance of co-author Geoffrey Angus and an influential editorial team including Mars Huang, Jin Long, Shannon Crawford, and Oge Marques, this course is both a testament to academic excellence and a beacon for those aiming to incorporate machine learning in enhancing patient care. Stanford Medicine's joint accreditation by the ACCME, ACPE, and ANCC further underscores the course's commitment to providing continuing education for the healthcare team, ensuring that the knowledge imparted is both foundational and transformative.
Join us in this crucial educational endeavor that bridges the gap between two rapidly advancing realms, machine learning and healthcare. With this course, unlock the potential to not only enhance patient outcomes but also to significantly contribute to the evolution of healthcare practices. For detailed course information, including dates, accreditation, and credit designation statements, and to understand the financial disclosure, please visit our FAQs section.
Categories: Machine Learning Courses, Data Science Courses, Healthcare Informatics Courses.
Syllabus
Taught by
Matthew Lungren and Serena Yeung
Tags
Coursera
Coursera
1454 Courses
Coursera
Free Online Course (Audit)
English
14 hours
On-Demand
Beginner
