AWS Machine Learning Blog

MARCH 14, 2024

Building large language models (LLMs) from scratch or customizing pre-trained models requires substantial compute resources, expert data scientists, and months of engineering work. With Amazon Bedrock, your content is not used to improve the base models and is not shared with third-party model providers.

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AWS Machine Learning Blog

JUNE 27, 2023

SageMaker JumpStart allows you to deploy foundation models from a network isolated environment, and doesn’t share customer training and inference data with model providers. From the SageMaker JumpStart landing page, you can browse for solutions, models, notebooks, and other resources. Let’s explore creating the endpoint.

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Snorkel AI

OCTOBER 12, 2023

In this presentation, center NLP Engineer James Dunham shares takeaways from the half-dozen project teams who used Snorkel in the past year. Meanwhile, Travis shares insights from his work, demonstrating how open-source innovation fosters faster, easier, and more collaborative development.

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Snorkel AI

OCTOBER 12, 2023

In this presentation, center NLP Engineer James Dunham shares takeaways from the half-dozen project teams who used Snorkel in the past year. Meanwhile, Travis shares insights from his work, demonstrating how open-source innovation fosters faster, easier, and more collaborative development.

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O'Reilly Media

OCTOBER 11, 2022

We have to be careful about process discovery because automating the wrong processes, or automating them in inappropriate ways, wastes resources at best; at worst, it can make a business uncompetitive. After all, the consumer Metaverse is all about sharing immersive experience. Finding processes to automate is called process discovery.

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Towards AI

AUGUST 17, 2023

Though open to functional improvements, Churchill pushed for the restoration of the arena. This notion, sometimes called “architectural determinism,” suggests our built environment profoundly influences human behavior. Yet while effective, RLHF requires immense resources. While it may have been noisy and messy, it was authentic.

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phData

AUGUST 15, 2023

I’m going to share all that hard-won wisdom with you. dbt Labs is a robust platform that allows individuals comfortable with SQL to incorporate software engineering’s best practices into their data transformation pipelines. dbt Labs advises a minimum of “6+ months administering an instance of dbt Cloud up to version 1.4”

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The MLOps Blog

MARCH 21, 2023

This guide is a result of my conversations with platform and ML engineers and public resources from platform engineers in companies like Shopify , Lyft , Instacart , and StitchFix. Deciding the best approach to build or adopt ML platforms. Choose the perfect tool for your needs. Model registry. ML metadata and artifact repository.

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AWS Machine Learning Blog

JANUARY 13, 2023

Standardize building and reuse of AI solutions across business functions and AI practitioners’ personas, while ensuring adherence to enterprise best practices: Automate and standardize the repetitive undifferentiated engineering effort. Provide easy access to scalable computing resources. The challenges. Central model registry.

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