End to end AI Workflows 101
Автор: ecosystem Ai
Загружено: 2025-08-07
Просмотров: 62
In this episode of our foundation series, we delve into the recommended machine learning ecosystem workflows.
Learn how to move from business hypotheses to value realization through deployments and monitoring. Jay and Bodhi guide us through the key steps and decision points, highlighting useful tools like murals, dashboards, and various ML frameworks.
Discover how to integrate, test, and deploy different types of models—including static, dynamic, and generative.
00:44 Session Overview and Interactive Format
01:49 Understanding the ML Workflow
02:38 Business Layer and Prediction Story
06:45 ML Canvas in Enterprise Settings
12:12 Practical Implementation and Tools
14:26 Ecosystem Technologies and Integration
18:28 Advanced Algorithms and Frameworks
25:25 Deployment and Production
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