CIO Business Intelligence

FEBRUARY 10, 2023

But for two years, we were testing limits within the public cloud.” Randich, who came to FINRA.org in 2013 after stints as co-CIO of Citigroup and former CIO of Nasdaq, is no stranger to the public cloud. We spent about a year and a half going through several bottlenecks, taking them out one at a time with Amazon engineers.

Unstructured Data 104

Unstructured Data Data Lake Machine Learning Enterprise 104

AWS Big Data

MARCH 13, 2024

Ray cluster for ingestion and creating vector embeddings In our testing, we found that the GPUs make the biggest impact to performance when creating the embeddings. This is where the Retrieval Augmented Generation (RAG) technique comes in. We introduce the integration of Ray into the RAG contextual document retrieval mechanism. Outputs[?

Data Processing 113

Data Processing Dashboards Machine Learning Management 113

IBM Big Data Hub

OCTOBER 16, 2023

Containers have increased in popularity and adoption ever since the release of Docker in 2013, an open-source platform for building, deploying and managing containerized applications. They differ from virtual machines in that they leverage the features and resources of the host OS versus requiring a guest OS in every instance.

Data Processing 73

Data Processing Dashboards Metrics Software 73

IBM Big Data Hub

FEBRUARY 26, 2024

The financial services industry has been in the process of modernizing its data governance for more than a decade. But as we inch closer to global economic downturn, the need for top-notch governance has become increasingly urgent. Download the Gartner® Market Guide for Active Metadata Management 1. How will one decision affect customers?

Cost-Benefit 93

Cost-Benefit Metadata Data Governance Reporting 93

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Visualization

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes.

Machine Learning 187

Machine Learning Modeling Testing Risk Management 187

datapine

APRIL 14, 2022

In 2017 the company wanted to take its shopping experience one step further by creating an augmented reality app that allowed users to test a product without having to leave their homes. What’s the motive? The line is moving much quicker than expected… what gives? You shrug it off, drive up to the window, and place your order.

Big Data 244

Big Data Recreation/Entertainment Analytics Data-driven 244