
This learning plan is designed for physician-entrepreneurs who are building AI healthcare ventures at the intersection of clinical medicine, data science, and business strategy. With your internal medicine background, MBA in finance, and active AI startup focused on behavioral and mortality prediction, you need specialized knowledge that bridges technical AI development, healthcare innovation frameworks, and venture scaling strategies. This curriculum addresses the unique challenges of commercializing predictive health models while maintaining clinical validity and ethical standards.
이 계획은 BeFreed의 독자적인 AI가 MD developing AI for health prediction models을 쉽게 배울 수 있도록 제작했습니다. 주제에 대한 심층 연구를 바탕으로 BeFreed 사용자들이 입증한 가장 효과적인 학습 여정을 중심으로 구성되었습니다.
각 에피소드는 세계적인 소스(베스트셀러 도서, 연구 논문, 전문가 인사이트)에서 추출한 간결하고 영향력 있는 레슨을 제공합니다. 이들이 함께 MD developing AI for health prediction models을 마스터하기 위한 세련되면서도 접근하기 쉬운 경로를 형성합니다.
Master the technical foundations of machine learning and predictive modeling specifically for healthcare applications, from neural networks to clinical prediction systems.







Deep dive into human behavior prediction, decision-making psychology, and longevity science to build robust models that understand what drives human choices and mortality risk.


Navigate the unique challenges of building and scaling a healthcare AI startup, from disruptive innovation principles to business models that work in medical technology.

Master venture capital strategies, navigate AI ethics in healthcare, and build frameworks for responsible scaling of your mortality prediction platform.

샌프란시스코에서 컬럼비아 대학교 동문들이 만들었습니다
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
샌프란시스코에서 컬럼비아 대학교 동문들이 만들었습니다
