IBM Journey to AI blog

MAY 9, 2023

Supporting the data management life cycle According to IDC’s Global StorageSphere, enterprise data stored in data centers will grow at a compound annual growth rate of 30% between 2021-2026. [2] ” Notably, watsonx.data runs both on-premises and across multicloud environments.

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IBM Journey to AI blog

DECEMBER 7, 2023

API-led connectivity, also known as API-led integration or API connectivity, addresses these requirements to helps organizations break down data silos, improve collaboration, respond to change quickly and increase innovation. This is where application programming interfaces (APIs) can help.

Data Silos 79

Data Silos 79

AWS Machine Learning Blog

SEPTEMBER 14, 2023

The following risks and limitations are associated with LLM based queries that a RAG approach with Amazon Kendra addresses: Hallucinations and traceability – LLMS are trained on large data sets and generate responses on probabilities. Since the approach in this blog is LLM agnostic, any LLM can be used for inference.

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AWS Machine Learning Blog

JANUARY 13, 2023

This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML. We set up a multi-account architecture, where in a real-world scenario, organizations can join the ecosystem to benefit from collaborative learning while maintaining data governance. Reference. [1] 1] Kaissis, G.A., Makowski, M.R., Rückert, D.

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AWS Machine Learning Blog

JANUARY 13, 2023

This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML. Please review the presentation at re:MARS 2022 focused on “ Managed Federated Learning on AWS: A case study for healthcare ” for a detailed walkthrough of this solution. Reference. [1] 1] Pollard, Tom J.,

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Alation

JUNE 24, 2022

Last week the Alation team joined data leaders from all over the world for Snowflake Summit 2022 in Las Vegas. With over 10,000 people in attendance, it was truly an event for the entire data community. Attendees were focused on one key question: how can we put data into action and make it accessible to everyone?

Data Governance 59

Data Governance SQL Data Silos AWS 59

phData

NOVEMBER 9, 2023

This blog was originally written by Keith Smith and updated for 2024 by Justin Delisi. Snowflake’s Data Cloud has emerged as a leader in cloud data warehousing. The primary objective of this idea is to democratize data and make it transparent by breaking down data silos that cause friction when solving business problems.

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Alation

SEPTEMBER 29, 2021

At top-tier organizations, two key business drivers for data and analytics priorities emerge: Product innovation and operational efficiency are the two most popular reasons for pursuing a data culture. For 2022, Invest in Data Catalogs and Formal Learning. For starters, get a data catalog. Data silos (38%).

Data Governance 69

Data Governance Data Silos Analytics Analytics 69