Leveraging Generative AI and Transformers in Healthcare | Deepak Karunanidhi | Conf42 Python 2024
Read the abstract ➤ https://www.conf42.com/Python_2024_Deepak_Karunanidhi_neural_language_processingi_healthcare Other sessions at this event ➤ https://www.conf42.com/python2024 Join Discord ➤ https://discord.gg/DnyHgrC7jC Support our mission ➤ https://www.conf42.com/support Chapters 0:00 intro 0:20 preamble 1:05 anomaly detection 2:27 the challenges we set out to solve 4:51 anomaly detection at a glance 5:47 ml algorithm development process 7:20 why data annotation? 8:24 data annotation... 10:04 a comprehensive ai impl journey 12:19 anomaly identification framework 14:29 machine learning model framework - continuous training for optimized performance 16:33 llm + guardrails 17:18 challenges in bert models 19:35 generative ai and prompt engineering 19:35 gen ai - llm's approach 19:35 thank you