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How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

AWS Machine Learning Blog

Fastweb , one of Italys leading telecommunications operators, recognized the immense potential of AI technologies early on and began investing in this area in 2019. With a vision to build a large language model (LLM) trained on Italian data, Fastweb embarked on a journey to make this powerful AI capability available to third parties.

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The journey of PGA TOUR’s generative AI virtual assistant, from concept to development to prototype

AWS Machine Learning Blog

For our final structured and unstructured data pipeline, we observe Anthropic’s Claude 2 on Amazon Bedrock generated better overall results for our final data pipeline. This occurred in 2019 during the first round on hole number 15. We selected Anthropic’s Claude v2 and Claude Instant on Amazon Bedrock.

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Best 8 Data Version Control Tools for Machine Learning 2024

DagsHub

It does not support the ‘dvc repro’ command to reproduce its data pipeline. DVC Released in 2017, Data Version Control ( DVC for short) is an open-source tool created by iterative. Adding new data to the storage requires pulling the existing data, then calculating the new hash before pushing back the whole data.

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Drowning in Data? A Data Lake May Be Your Lifesaver

ODSC - Open Data Science

Such growth makes it difficult for many enterprises to leverage big data; they end up spending valuable time and resources just trying to manage data and less time analyzing it. One way to address this is to implement a data lake: a large and complex database of diverse datasets all stored in their original format.

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How to Optimize Power BI and Snowflake for Advanced Analytics

phData

Having gone public in 2020 with the largest tech IPO in history, Snowflake continues to grow rapidly as organizations move to the cloud for their data warehousing needs. The December 2019 release of Power BI Desktop introduced a native Snowflake connector that supported SSO and did not require driver installation.

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An Overview of Security and Compliance Features in Snowflake

phData

Access Controls and User Authentication Access control regulates who can interact with various database objects, such as tables, views, and functions. In Snowflake, securable objects (representing database resources) are controlled through roles. HITRUST: Meeting stringent standards for safeguarding healthcare data.

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How to Build an End-to-End Energy Price Forecasting Solution with Snowflake

phData

Utilizing Streamlit as a Front-End At this point, we have all of our data processing, model training, inference, and model evaluation steps set up with Snowpark. Streamlit, an open-source Python package for building web-apps, has grown in popularity since its launch in 2019. Let’s continue by creating a front-end to enable analysts.