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

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. Surveying employees regularly and measuring employee satisfaction (Esat) is also a best practice. What comes first: A new brand or operating model?

IT 136

IT Digital Transformation Broadcasting Business Objectives 136

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. Measuring costs and value The other major issue with gen AI is the price. Don’t do it straight across the enterprise.

Enterprise 136

Enterprise Cost-Benefit Experimentation Modeling 136

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

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 111

Visualization Cost-Benefit Modeling Machine Learning 111

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

Domino Data Lab

MAY 8, 2019

At CMU I joined a panel hosted by Zachary Lipton where someone in the audience asked a question about machine learning model interpretation. Visualizations are vital in data science work, with the caveat that the information that they convey may be 4-5 layers of abstraction away from the actual business process being measured.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

AWS Big Data

JUNE 12, 2024

By using infrastructure as code (IaC) tools, ODP enables self-service data access with unified data management, metadata management (data catalog), and standard interfaces for analytics tools with a high degree of automation by providing the infrastructure, integrations, and compliance measures out of the box.

Data Architecture 110

Data Architecture Cost-Benefit Data-driven Experimentation 110

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

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. Focusing on clear stakeholder outcomes — not just motion, but true progress — and outcomes that can be measured.

Strategy 98

Strategy Risk Experimentation Technology 98

IBM Big Data Hub

OCTOBER 20, 2023

Automated development: With AutoAI , beginners can quickly get started and more advanced data scientists can accelerate experimentation in AI development. Will it be implemented on-premises or hosted using a cloud platform? AutoAI automates data preparation, model development, feature engineering and hyperparameter optimization.

Machine Learning 71

Machine Learning Manufacturing Deep Learning Cost-Benefit 71

Sisense

JULY 15, 2020

COVID-19 required a worldwide coordinated response of medical professionals, data teams, logistics organizations, and a whole host of other experts to try to flatten the curve, improve treatments, and ultimately develop lasting remedies. Healthy Data is your window into how data can help organizations address this crisis.

Analytics 90

Analytics Modeling Visualization Dashboards 90

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. Noisy Neighbors in Large, Multi-Tenant Clusters. Once configured and secured, the cluster administrator (admin) gives access to a few individuals to onboard their workloads. Cloudera Manager 6.2

Metadata 86

Metadata Data Lake Optimization Strategy 86

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.

Cost-Benefit 89

Cost-Benefit Manufacturing Modeling Interactive 89

Ontotext

NOVEMBER 2, 2023

And while there is a great deal of experimentation underway, most organizations have only scratched the surface in a use-case-by-use-case fashion. Most of the leading market research firms consider graph technologies to be a “critical enabler.”

IT 69

IT Cost-Benefit Data-driven Technology 69

AWS Big Data

JULY 26, 2023

The vector engine’s compute capacity used for data ingestion, and search and query are measured in OpenSearch Compute Units (OCUs). You can choose to host your collection on a public endpoint or within a VPC. We recognize that many of you are in the experimentation phase and would like a more economical option for dev-test.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

DataRobot

APRIL 29, 2021

Eric Weber is Head of Experimentation And Metrics for Yelp. We are especially looking forward to hearing from our roster of first-rate speaker talent. This list includes: Rachik Laouar is Head of Data Science for the Adecco Group. Rob will be speaking on the topic, Technology Track: Predictive Healthcare Analytics Democratization.

Machine Learning 59

Machine Learning Experimentation Data Science Data-driven 59

CIO Business Intelligence

FEBRUARY 27, 2025

Product management is crucial for businesses looking to drive innovation and leverage technology as a differentiator, shared Roman Dumiak, executive-in-residence at the DePaul University Innovation Development Lab, at a recent Coffee With Digital Trailblazers event I hosted on the topic.

IT 126

IT Digital Transformation Metrics Data-driven 126

CIO Business Intelligence

JANUARY 13, 2025

Shift AI experimentation to real-world value Generative AI dominated the headlines in 2024, as organizations launched widespread experiments with the technology to assess its ability to enhance efficiency and deliver new services. Most of all, the following 10 priorities should be at the top of your 2025 to-do list.

Experimentation 140

Experimentation Strategy ROI Digital Transformation 140

CIO Business Intelligence

FEBRUARY 5, 2025

Half of CFOs say they plan to cut AI funding if it doesnt show measurable ROI within a year, according to a global survey from accounts payable automation firm Basware, which included 400 CFOs and finance leaders. This requires not only selecting the right projects but also clearly defining how success can be measured.

Cost-Benefit 117

Cost-Benefit ROI Metrics Measurement 117

Occam's Razor

MARCH 7, 2016

You own audiences on your email lists, on forums you host etc. Of course, measure that using the four best social media metrics !) Because all bounce rate measures is that you saw more than one page. I've also spoken about own vs. rent in context of audiences. You rent audiences on TV, Magazines, Search, Display, etc.

Marketing Analytics 88

Marketing Analytics Marketing Analytics KPI 88

Occam's Razor

OCTOBER 12, 2017

The tiny downside of this is that our parents likely never had to invest as much in constant education, experimentation and self-driven investment in core skills. Ask them what they worry about, ask them what they are solving for, ask them how they measure success, ask them what are two things on the horizon that they are excited about.

Marketing 138

Marketing Analytics Machine Learning Strategy 138