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Accelerating AI development in manufacturing with Snorkel Flow and AWS SageMaker

Snorkel AI

phData Senior ML Engineer Ryan Gooch recently evaluated options to accelerate ML model deployment with Snorkel Flow and AWS SageMaker. The alternative: programmatic data development with Snorkel Flow Snorkel takes a data-centric approach to complex document and image classification challenges.

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Choose Your Weapon: Survival Strategies for Depressed AI Consultants

Towards AI

As an AI practitioner, how do you feel about the recent AI developments? Besides your excitement for its new power, have you wondered how you can hold your position in the rapidly moving AI stream? However, with the advent of LLM, everything has changed. Is this the future of the ML engineer?

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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning Blog

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

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FMOps/LLMOps: Operationalize generative AI and differences with MLOps

AWS Machine Learning Blog

In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps). Furthermore, we deep dive on the most common generative AI use case of text-to-text applications and LLM operations (LLMOps), a subset of FMOps.

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Unlocking the Potential of LLMs: From MLOps to LLMOps

Heartbeat

To minimize project lifecycle friction and bridge the gap between developers and operations teams. Deploying LLM Agents: Integrating LLMs seamlessly into applications or systems for real-time interactions. LLM Observability: Monitor and analyze LLM behavior and performance to ensure they meet desired criteria.

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DeepMind's AlphaFold-Latest is Pushing the Boundaries of Scientific Exploration

TheSequence

Stability AI Releases Stability AI unveiled a series of new additions to its platform in areas such as image transformation, 3D and fine-tuning —> Read more. 🛠 Real World ML LLM Architectures at GitHub GitHub ML engineers discuss the architecture of LLMs apps —> Read more.

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Top 5 Generative AI Integration Companies to drive Customer Support in 2023

Chatbots Life

as a certified partner for delivering end-to-end Conversational AI professional services leveraging LivePerson’s Conversational Cloud. Services : AI Solution Development, ML Engineering, Data Science Consulting, NLP, AI Model Development, AI Strategic Consulting, Computer Vision.