re:Invent Roundup 2020 with Swami Sivasubramanian - #437
Analysis
This article from Practical AI summarizes key announcements from AWS's re:Invent 2020 conference, focusing on machine learning advancements. It highlights the first-ever machine learning keynote and discusses new tools and features within the SageMaker ecosystem. The conversation covers workflow management with Pipelines, bias detection with Clarify, and JumpStart for accessible algorithms. The article also emphasizes the integration of DevOps and MLOps tools and briefly mentions the AWS feature store, promising a deeper dive later. The focus is on providing a concise overview of the significant ML-related releases.
Key Takeaways
- •AWS made significant machine learning announcements at re:Invent 2020.
- •SageMaker received several updates, including Pipelines, Clarify, and JumpStart.
- •DevOps and MLOps tools were emphasized, highlighting their interconnectedness.
“During re:Invent last week, Amazon made a ton of announcements on the machine learning front, including quite a few advancements to SageMaker.”