AI is transforming healthcare, offering new ways to improve diagnostics, personalize treatment, and streamline clinical workflows. In this course, you will explore why AI is essential in modern healthcare, examining how data鈥攔anging from electronic health records to medical imaging鈥攄rives AI-powered solutions. You鈥檒l be introduced to key data exploration techniques used to uncover patterns and insights in healthcare data, as well as foundational AI approaches, including traditional rule-based systems, predictive analytics, and emerging generative AI models. We鈥檒l also discuss the challenges of AI in healthcare, including biases, ethical concerns, and AI 鈥榟allucinations鈥欌�攊nstances where AI generates misleading or incorrect information. By the end of this course, you鈥檒l have a solid understanding of AI鈥檚 capabilities and limitations in healthcare and be prepared to critically assess its role in patient care and decision-making.
Predictive AI in Healthcare
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Skills You'll Learn
Artificial Intelligence and Machine Learning (AI/ML), Healthcare Industry Knowledge, Data Ethics, Generative AI, Healthcare Ethics, Supervised Learning, Predictive Analytics, Machine Learning, Large Language Modeling, Data Collection, Artificial Intelligence, Applied Machine Learning, Health Informatics, Health Technology