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MLflow: A platform for managing the machine learning lifecycle

O'Reilly Media - Data

Although machine learning (ML) can produce fantastic results, using it in practice is complex. MLflow offers a powerful way to simplify and scale up ML development throughout an organization by making it easy to track, reproduce, manage, and deploy models. Machine learning workflow challenges. MLflow components.

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5 ways to deploy your own large language model

CIO

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. Second, the company funnels its engineers to a version of ChatGPT running on a private Azure cloud. That question isn’t set to the LLM right away.

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Hugging Face collaborates with Microsoft for new AI-powered Azure service

TechCrunch

Called Hugging Face Endpoints on Azure, Hugging Face co-founder and CEO Clément Delangue described it as a way to turn Hugging Face-developed AI models into “scalable production solutions.” ” “The mission of Hugging Face is to democratize good machine learning,” Delangue said in a press release.

Azure 246
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Nvidia’s ‘hard pivot’ to AI reasoning bolsters Llama models for agentic AI

CIO

Post-training is a set of processes and techniques for refining and optimizing a machine learning model after its initial training on a dataset. It is intended to improve a models performance and efficiency and sometimes includes fine-tuning a model on a smaller, more specific dataset.

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What does an AI consultant actually do?

CIO

Artificial intelligence (AI) has long since arrived in companies. AI consulting: A definition AI consulting involves advising on, designing and implementing artificial intelligence solutions. Whether in process automation, data analysis or the development of new services AI holds enormous potential.

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Integrating Key Vault Secrets with Azure Synapse Analytics

Apiumhub

Azure Synapse Analytics is Microsofts end-to-give-up information analytics platform that combines massive statistics and facts warehousing abilities, permitting advanced records processing, visualization, and system mastering. What is Azure Synapse Analytics? What is Azure Key Vault Secret?

Azure 89
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MLOps: Methods and Tools of DevOps for Machine Learning

Altexsoft

When speaking of machine learning, we typically discuss data preparation or model building. The fusion of terms “machine learning” and “operations”, MLOps is a set of methods to automate the lifecycle of machine learning algorithms in production — from initial model training to deployment to retraining against new data.