Dataiku

MARCH 25, 2024

One limitation observed while testing the LENS approach, particularly in VQA, is its heavy reliance on the output of the first modules, namely CLIP and BLIP captions. A pilot program conducted from March 2023 to August 2023 aimed to explore responsible deployment strategies for GPT-4V.

Visualization 132

Visualization Modeling Experimentation Testing 132

CIO Business Intelligence

OCTOBER 9, 2023

Christian Mate, CIO, Elara Caring Elara Caring CIOs have more tactical aspirations right now, especially with regard to digital initiatives, according to Gartner’s 2023 CIO and Technology Executive Agenda. Tech leaders must focus on a business-aligned tech strategy to deliver on the competing mandates, Guarini says. “A

Strategy 137

Strategy Technology Experimentation Testing 137

CIO Business Intelligence

AUGUST 17, 2023

Generative AI is a key part of our business strategy, facilitating growth with AI-enabled processes already live in production,” he says. We’re testing ChatGPT at an individual level,” he says. The potential is highly positive and impactful, particularly as a research tool or one which gives an initial, albeit fully formed, answer.

Risk 98

Risk Cost-Benefit Strategy Experimentation 98

AWS Big Data

AUGUST 21, 2023

In particular, our experimentation shows that hybrid search, combining lexical and vector approaches, typically results in a 15% improvement in search result quality over lexical or vector search alone on industry-standard test sets, as measured by the NDCG@10 metric (Normalized Discounted Cumulative Gain in the first 10 results).

Data Processing 92

Data Processing Experimentation Visualization Metrics 92

CIO Business Intelligence

FEBRUARY 21, 2023

Yet in 2023, the brewer faces new constraints, such as an expected recession, rising barley and energy prices, and aluminum supply chain shortages. Strategically, Ing Yan says there’s board alignment with the launch of a new digital strategy, and close collaboration with his CDO, who sits on the board.

Digital Transformation 105

Digital Transformation Sales Experimentation Optimization 105

The Unofficial Google Data Science Blog

APRIL 23, 2024

It is also a sound strategy when experimenting with several parameters at the same time. To find optimal values of two parameters experimentally, the obvious strategy would be to experiment with and update them in separate, sequential stages. (And sometimes even if it is not[1].) We use these designs frequently, and so can you.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. This personalized approach might lead to more effective therapies with fewer side effects.

Cost-Benefit 90

Cost-Benefit Modeling Manufacturing Interactive 90

AWS Big Data

MAY 24, 2023

You can adjust your retry strategy by increasing the maximum retry limit for the default exponential backoff retry strategy or enabling and configuring the additive-increase/multiplicative-decrease (AIMD) retry strategy. You still need to set appropriate EMRFS retries to provide additional resiliency.

Data Lake 85

Data Lake Snapshot Metadata Optimization 85

CIO Business Intelligence

DECEMBER 6, 2023

Generative AI in particular is amplifying issues that previously existed but were not whole-heartedly addressed,” warns Matt Baker, SVP AI strategy for Dell Technologies (which offers services to help customers build AI systems with Microsoft 365 Copilot or open access models like Llama2).

IT 133

IT Risk Management Interactive Modeling 133

CIO Business Intelligence

SEPTEMBER 27, 2023

By suggesting a number of use cases, we further encourage experimentation and creative application.” The initiative was driven in the first quarter of 2023 by leaders within the customer support organization, says David Lloyd, chief data officer.

Strategy 126

Strategy Risk Data-driven Modeling 126

IBM Big Data Hub

SEPTEMBER 25, 2023

While this side-by-side strategy enabled data capture, they quickly discovered that the data lake worked well for long-running queries, but it was not fast enough to support the near-real time engagement necessary to maintain a competitive advantage. They stood up a file-based data lake alongside their analytical database.

OLAP 87

OLAP Data Lake Data-driven Snapshot 87