Google Cloud Applied ML Summit
19The Google Cloud Applied ML Summit brought together the world’s leading professional machine learning (ML) engineers and data scientists to explore the latest cutting-edge AI tools for developing, deploying, and managing ML models at scale.
The Applied ML Summit is part of our digital Google Cloud Summit series. Our digital event has ended, but you can still view sessions on demand: https://cloudonair.withgoogle.com/events/summit-applied-ml-2022
Original air date: June 9, 2022 9:00 AM PT
Chapters
05:10 - Keynote: Accelerating the deployment of predictable ML in production
33:20 - Demo: Building a question answering system with Vertex AI
48:40 - Fireside Chat and Live Q&A
TRACK 1: DATA TO ML ESSENTIALS
1:10:14 - Data to deployment – 5x faster
1:22:14 - Building secure, innovative, digital business with AI & ML
1:34:14 - ML prediction and serving: Vertex AI roadmap
1:46:14 - MLOps strategy and roadmap
TRACK 2: FAST-TRACK INNOVATION
1:55:18 - Finally! A turnkey solution for labeling medical images and training great medical AI models
2:07:18 - From research to ready
2:19:18 - End-to-end AutoML for model prep
2:31:18 - Advancing innovation and healthcare accessibility: Hologic's AI solution with Slalom
TRACK 3: SELF-IMPROVING ML
2:39:44 - Get into production faster with end-to-end MLOps
2:51:44 - Model governance and auditability
3:03:44 - Operationalizing AI and automation with digital workers
3:15:44 - Explainable and responsible AI
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