How to Use DVC for Applications in ML Drug Discovery Pipelines| Estefania Barreto-Ojeda | PyData NYC Published 2023-05-24 Download video MP4 360p Recommendations 48:17 Data Versioning in Generative AI: A Pathway to Cost-effective ML + Demo 33:53 Better, faster, and cheaper drug discovery with machine learning by AstraZeneca 1:00:14 Keynote Presentation: Putting Machine Learning Models into Large Scale Production for Drug Discovery 56:37 Machine Learning Experimentation with DVC and VS Code 01:38 How to Monitor Your ML Model with Aporia 42:45 Computer Vision Data Annotation & Preparation Using DVCx 19:48 Machine Learning: New Approach to Drug Discovery - Daphne Koller, Founder, Insitro 1:25:18 Applying GitOps Principles at Every Step of an E2E MLOps Project - A Workshop 14:36 Popular Technologies that Won't be Around Much Longer... 36:44 Great Practices for Retrieval Augmented Generation (RAG) in Production 50:53 Event-Driven Architectures Done Right, Apache Kafka • Tim Berglund • Devoxx Poland 2021 1:31:40 Best MLOps Practices for Building End-to-End Machine Learning Computer Vision Projects with Alex Kim 19:27 The first 20 hours -- how to learn anything | Josh Kaufman | TEDxCSU 30:27 Achieving Production-level Performance in RAG with DSPy, Parea, and DVC 24:02 "I want Llama3 to perform 10x with my private knowledge" - Local Agentic RAG w/ llama3 2:31:32 An Introduction to Computational Drug Discovery 27:53 Data Versioning in Generative AI: A Pathway to Cost Effective ML 08:53 Sharing Data and Models with DVC (Hands-On Data Science Tutorial!) 18:57 Michelle Gill - Artificial Intelligence Driven Drug Discovery 52:25 Machine Learning: A new approach to drug discovery Similar videos 41:48 Estefania Barreto-Ojeda - Applications in ML Drug Discovery pipelines | PyData NYC 2022 More results