CIO Business Intelligence

JUNE 21, 2024

The AI data center pod will also be used to power MITRE’s federal AI sandbox and testbed experimentation with AI-enabled applications and large language models (LLMs). MITRE hosts monthly AI workshops with its employees to instruct on effective chat prompting and to help its employees understand the nuances of prompt engineering.

Experimentation 134

Experimentation Data mining Reporting Data Processing 134

AWS Big Data

JANUARY 15, 2025

After experimentation, the data science teams can share their assets and publish their models to an Amazon DataZone business catalog using the integration between Amazon SageMaker and Amazon DataZone. The applications are hosted in dedicated AWS accounts and require a BI dashboard and reporting services based on Tableau.

IoT 110

IoT Machine Learning Metadata Data-driven 110

The Unofficial Google Data Science Blog

JULY 22, 2020

For example, consider a smaller website that is considering adding a video hosting feature to increase engagement on the site. Instead, we focus on the case where an experimenter has decided to run a full traffic ramp-up experiment and wants to use the data from all of the epochs in the analysis.

Experimentation 96

Experimentation Statistics Testing Knowledge Discovery 96

CIO Business Intelligence

JUNE 13, 2024

Proof that even the most rigid of organizations are willing to explore generative AI arrived this week when the US Department of the Air Force (DAF) launched an experimental initiative aimed at Guardians, Airmen, civilian employees, and contractors. For now, AFRL is experimenting with self-hosted open-source LLMs in a controlled environment.

Testing 119

Testing Experimentation Data Processing Modeling 119

CIO Business Intelligence

NOVEMBER 13, 2023

Solutions like Rocket DevOps make it easy for businesses to bring DevSecOps best practices into action, enabling them to pursue experimentation, respond to compliance audits, and adapt to the ever-changing expectations of processes, technology, or experiences.

Experimentation 129

Experimentation Software Data Processing Optimization 129

CIO Business Intelligence

AUGUST 5, 2024

While getting there may not be as easy as firing up ChatGPT and asking it to identify at-risk patients or evaluate patient medical history to gauge whether or not it is safe for them to receive an experimental new therapy, the technology is transforming the way care is delivered. To learn more, visit us here.

Experimentation 124

Experimentation Risk Metadata Data-driven 124

CIO Business Intelligence

SEPTEMBER 12, 2024

These same decision-makers identify a host of challenges in implementing generative AI, so chances are that a significant portion of use is “unsanctioned.” Provide sandboxes for safe testing of AI tools and applications and appropriate policies and guardrails for experimentation.

Experimentation 111

Experimentation Risk Cost-Benefit Strategy 111

CIO Business Intelligence

SEPTEMBER 6, 2024

. ; Sandra Ng, Group Vice President, Practice Group, IDC Asia/Pacific, will deliver the keynote, addressing burning questions on problems and priorities as organizations scramble from GenAI experimentation to scale AI adoption in a way that effectively deliver desired outcomes for their organizations.

Digital Transformation 111

Digital Transformation Experimentation Data Processing Technology 111

CIO Business Intelligence

MARCH 10, 2022

Most of us will have to take their word for it for now: Wazi-aas is available only through a private beta test IBM described as a “closed experimental” deployment. IBM claims it can have a z/OS system up and running in 5 minutes with Wazi-aaS, and can run applications with 8 to 15 times the performance of an x86 sandbox.

Sales 130

Sales Testing Experimentation Data Processing 130

CIO Business Intelligence

NOVEMBER 2, 2023

Enterprises that try to migrate to the cloud on their own often run into cost and time overruns because of their inexperience, says Junaid Saiyed, CTO of data analytics firm Alation, adding that organizations that adopt self-hosted cloud solutions often do not know how to optimize the cloud’s computing, automation, and financial strategies.

Strategy 140

Strategy Data Processing Experimentation Optimization 140

DataRobot Blog

FEBRUARY 28, 2023

This includes: Supporting Snowflake External OAuth configuration Leveraging Snowpark for exploratory data analysis with DataRobot-hosted Notebooks and model scoring. We recently announced DataRobot’s new Hosted Notebooks capability. Learn more about DataRobot hosted notebooks.

Data Processing 72

Data Processing Experimentation Machine Learning Data Warehouse 72

CIO Business Intelligence

APRIL 14, 2023

In fact, it’s likely your organization has a large number of employees currently experimenting with generative AI, and as this activity moves from experimentation to real-life deployment, it’s important to be proactive before unintended consequences happen. This may include developing training videos and hosting live sessions.

Risk 122

Risk Experimentation Marketing Risk Management 122

AWS Big Data

AUGUST 21, 2023

For the demo, we’re using the Amazon Titan foundation model hosted on Amazon Bedrock for embeddings, with no fine tuning. Amazon OpenSearch Service has long supported both lexical and vector search, since the introduction of its kNN plugin in 2020. With OpenSearch’s Search Comparison Tool , you can compare the different approaches.

Data Processing 98

Data Processing Visualization Experimentation Metrics 98

CIO Business Intelligence

DECEMBER 6, 2023

Its digital transformation began with an application modernization phase, in which Dickson and her IT teams determined which applications should be hosted in the public cloud and which should remain on a private cloud. We’re planning to have that fully hosted with us.

Manufacturing 97

Manufacturing Data Lake Digital Transformation Machine Learning 97

IBM Big Data Hub

MAY 20, 2024

As algorithm discovery and development matures and we expand our focus to real-world applications, commercial entities, too, are shifting from experimental proof-of-concepts toward utility-scale prototypes that will be integrated into their workflows. Simulating nature. This is where IBM can help.

Data Processing 94

Data Processing Optimization Experimentation Enterprise 94

CIO Business Intelligence

AUGUST 14, 2024

Start where your data is Using your own enterprise data is the major differentiator from open access gen AI chat tools, so it makes sense to start with the provider already hosting your enterprise data. But experimentation to achieve significant results takes time.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

CIO Business Intelligence

SEPTEMBER 12, 2024

Software development and a host of other jobs will become vulnerable due to the latest tectonic shift: the growth of generative AI.” A culture of experimentation, learning from failures, and ample resources is essential along with a culture that fosters the space and ability to fail fast, learn, and move on.”

Management 115

Management IT Experimentation Technology 115

CIO Business Intelligence

NOVEMBER 21, 2023

Still, there is a steep divide between rogue and shadow IT, which came under discussion at a recent Coffee with Digital Trailblazers event I hosted. CIOs should also update their digital transformation strategies to consider how large language models will impact their industries and where customer experiences need AI-driven overhauls.

IT 137

IT Risk Cost-Benefit Data Science 137

Domino Data Lab

JUNE 10, 2020

Today, many of the Fortune 100 companies that we’re proud to call customers use the model hosting function inside Domino to support their diverse business and operational requirements. But some customers prefer to use Amazon SageMaker for its own highly-scalable and low-latency hosting functionality. In Domino 4.2

Data Science 82

Data Science Enterprise Experimentation Modeling 82

Ontotext

JULY 24, 2023

But there are also a host of other issues (and cautions) to take into consideration. And while there is a high expectation that LLM will mature rapidly – most activities and applications are still in their experimental phase. I will start by saying that I believe LLM holds great promise. Most applications are still exploratory.

Modeling 98

Modeling Management Structured Data Data Architecture 98

CIO Business Intelligence

JUNE 11, 2024

At a recent Coffee with Digital Trailblazers event that I host on Fridays at 11 am ET, we debated not if but when and how top CIOs should rebrand and recast IT’s mission. Recasting the mission requires a steadfast commitment to retaining top talent, fostering transformational leadership, and nurturing the careers of digital trailblazers.”

IT 136

IT Digital Transformation Broadcasting Business Objectives 136

Cloudera

DECEMBER 13, 2022

The attack targeted a host of public and private sector organizations (18,000 customers) including NASA, the Justice Department, and Homeland Security, and it is believed the attackers persisted on SolarWinds systems for 14 months prior to discovery. Operationalize ML with the Cloudera Data Platform.

Machine Learning 78

Machine Learning Experimentation Data Lake Data Processing 78

CIO Business Intelligence

DECEMBER 14, 2023

Reining in the rugged and remote Through rapid cycles of discovery and experimentation, Mathur and De Bernardi’s cross-functional team devised a solution that leaned heavily on additive manufacturing, more commonly known as “3D printing.”

Manufacturing 100

Manufacturing Digital Transformation Experimentation Cost-Benefit 100

DataRobot Blog

FEBRUARY 9, 2022

This approach gives freedom to move its AI artifacts around, regardless of whether they are hosted on a major cloud platform or its own on-premise infrastructure. Machine learning operations (MLOps) solutions allow all models to be monitored from a central location, regardless of where they are hosted or deployed.

IT 52

IT Experimentation Machine Learning Data Processing 52

CIO Business Intelligence

JUNE 6, 2023

For example, startups are likelier to have advanced devops practices that enable continuous deployments and feature experimentation. Partnering with startups is a great opportunity to partake in how applying these devops capabilities can improve end-user experiences and accelerate application development practices.

Key Performance Indicator 105

Key Performance Indicator Cost-Benefit Enterprise Experimentation 105

IBM Big Data Hub

DECEMBER 5, 2023

With the rise of highly personalized online shopping, direct-to-consumer models, and delivery services, generative AI can help retailers further unlock a host of benefits that can improve customer care, talent transformation and the performance of their applications. The impact of these investments will become evident in the coming years.

Unstructured Data 90

Unstructured Data Cost-Benefit Machine Learning Experimentation 90

DataRobot

SEPTEMBER 14, 2021

And for those that do make it past the experimental stage, it typically takes over 18 months for the value to be realized. DataRobot also now has an integrated and cloud-hosted notebook solution from our recent acquisition of Zepl. This gap between the demand for AI and its ability to deliver value is clearly unsustainable.

Machine Learning 94

Machine Learning Experimentation Modeling Visualization 94

DataRobot Blog

NOVEMBER 15, 2022

At the event, a financial services panel discussion shared why iteration and experimentation are critical in an AI-driven data science environment. Learn more about the DataRobot AI Cloud platform and the ability to accelerate experimentation and production timelines. Learn How to Accelerate Business Results with DataRobot AI Cloud.

Big Data 52

Big Data Experimentation Machine Learning Data-driven 52

Cloudera

OCTOBER 8, 2024

By 2023, the focus shifted towards experimentation. Typically, organizations approach generative AI POCs in one of two ways: by using third-party services, which are easy to implement but require sharing private data externally, or by developing self-hosted solutions using a mix of open-source and commercial tools.

Optimization 75

Optimization Experimentation Metrics Enterprise 75

AWS Big Data

MAY 2, 2023

The workflow steps are as follows: The producer DAG makes an API call to a publicly hosted API to retrieve data. Removal of experimental Smart Sensors. The latter is only needed if it’s a different bucket than the Amazon MWAA bucket. The following diagram illustrates the solution architecture. Apache Airflow v2.4.3 Airflow v2.4.0

Testing 128

Testing Experimentation Management Metadata 128

AWS Big Data

JUNE 12, 2024

This module is experimental and under active development and may have changes that aren’t backward compatible. This module provides higher-level constructs (specifically, Layer 2 constructs ), including convenience and helper methods, as well as sensible default values. cluster = aws_redshift_alpha.Cluster( scope, cluster_identifier, #.

Data Architecture 115

Data Architecture Cost-Benefit Data-driven Experimentation 115

DataRobot Blog

MARCH 7, 2023

DataRobot on Azure accelerates the machine learning lifecycle with advanced capabilities for rapid experimentation across new data sources and multiple problem types. Models trained in DataRobot can also be easily deployed to Azure Machine Learning, allowing users to host models easier in a secure way.

Data-driven 59

Data-driven Machine Learning Experimentation Data Lake 59

Ontotext

MAY 18, 2020

Ever since Hippocrates founded his school of medicine in ancient Greece some 2,500 years ago, writes Hannah Fry in her book Hello World: Being Human in the Age of Algorithms , what has been fundamental to healthcare (as she calls it “the fight to keep us healthy”) was observation, experimentation and the analysis of data.

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

AWS Big Data

JANUARY 9, 2024

This functionality was initially released as experimental in OpenSearch Service version 2.4, For instance, you can connect to external ML models hosted on Amazon SageMaker , which provides comprehensive capabilities to manage models successfully in production. and is now generally available with version 2.9.

Visualization 118

Visualization Cost-Benefit Modeling Machine Learning 118

DataRobot Blog

MARCH 16, 2023

We’ve tightened the loop between ML data prep , experimentation and testing all the way through to putting models into production. Secure, Seamless, and Scalable ML Data Preparation and Experimentation Now DataRobot and Snowflake customers can maximize their return on investment in AI and their cloud data platform.

Modeling 52

Modeling Experimentation Machine Learning Data-driven 52

CIO Business Intelligence

FEBRUARY 8, 2024

I have a strong conviction that embracing this approach leads to a host of benefits: efficiency and capacity gains; career growth opportunities; promises made, promises kept — always and a common execution focus. It also creates better branch, client, and home office associate experiences — you get me, you guide me, you make it easy for me.

Strategy 98

Strategy Risk Experimentation Technology 98

Alation

DECEMBER 14, 2021

These systems offer numerous web-centric features that bolster customer service and engagement, provide server scalability during periods of fluctuating traffic, and allow easy experimentation with new technologies and promotional strategies. What is cloud-hosted? Examples of cloud-hosting providers include: Alibaba Cloud.

Cost-Benefit 52

Cost-Benefit Data Processing Optimization Consulting 52