Скачать или смотреть What Is Data Version Control & Continuous Machine Learning | Dmitry Petrov

Based in San Francisco, Iterative.ai is the company behind the development of DVC and CML, open-source tools to streamline the workflow of data scientists. Iterative.ai integrates ML workflows into current practices for software development instead of creating separate AI platforms. Dmitry Petrov, Co-Founder and CEO, Iterative.ai, joined us to talk about the company and Data Version Control (DVC) and Continuous Machine Learning (CML)

Topics we covered in this interview include:

• Introduction to Iterative, the company
• Why is Open Source a better approach for AI/ML?
• What is Data Version Control (DVC) and Continuous Machine Learning (CML)?
• Who should care about DVC and CML?
• How does it stack against proprietary AI Platforms such as AWS SageMaker and Microsoft Azure ML Engineer?