AWS Big Data

NOVEMBER 27, 2024

By using dbt Cloud for data transformation, data teams can focus on writing business rules to drive insights from their transaction data to respond effectively to critical, time sensitive events. Solution overview Let’s consider TICKIT , a fictional website where users buy and sell tickets online for sporting events, shows, and concerts.

Data Warehouse 110

Data Warehouse Analytics Testing Sales 110

CIO Business Intelligence

DECEMBER 18, 2024

Yet the complexity of whats required highlights the need for partnerships and platforms calibrated to fast-track solutions at scale to capitalize on AI-era change. Financial institutions have an unprecedented opportunity to leverage AI/GenAI to expand services, drive massive productivity gains, mitigate risks, and reduce costs.

Forecasting 105

Forecasting Predictive Analytics Risk Finance 105

CIO Business Intelligence

NOVEMBER 28, 2024

Scaled Solutions grew out of the company’s own needs for data annotation, testing, and localization, and is now ready to offer those services to enterprises in retail, automotive and autonomous vehicles, social media, consumer apps, generative AI, manufacturing, and customer support.

Manufacturing 121

Manufacturing Data-driven Marketing Testing 121

CIO Business Intelligence

JANUARY 14, 2025

Too quickly people are running to AI as a solution instead of asking if its really what they want, or whether its automation or another tool thats needed instead, says Guerrier, currently serving as CTO at the charity Save the Children. Employees will find ways to drive incremental value, efficiency, and automation.

Strategy 141

Strategy ROI Experimentation Risk 141

CIO Business Intelligence

NOVEMBER 25, 2024

By ensuring that your data is “fit for purpose,” you can set your AI models up for success, driving more accurate and meaningful results. It’s an iterative process that involves regular monitoring, testing, and refining to make sure the AI is always working with the best possible data. Coverage across platforms for full context.

Data Quality 99

Data Quality Interactive ROI Modeling 99

CIO Business Intelligence

FEBRUARY 6, 2025

My work centers around enabling businesses to leverage data for better decision-making and driving impactful change. Existing tools and methods often provide adequate solutions for many common analytics needs Heres the rub: LLMs are resource hogs. Using an LLM to calculate a simple average is like using a bazooka to swat a fly.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

O'Reilly on Data

SEPTEMBER 15, 2020

In most cases, AI solutions are built to map a set of inputs to one or more outputs, where the outputs fall into a small group of possibilities. Likewise, AI doesn’t inherently optimize supply chains, detect diseases, drive cars, augment human intelligence, or tailor promotions to different market segments.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

CIO Business Intelligence

MARCH 25, 2025

This will free them to bring their skills and creativity to higher-value activities such as enhancing data security and delivering innovative solutions for customers. While many forms of technical debt drive ongoing maintenance issues, AI model drift is one example of incremental AI debt.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

CIO Business Intelligence

JANUARY 14, 2025

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. Experimentation: The innovation zone Progressive cities designate innovation districts where new ideas can be tested safely.

Enterprise 119

Enterprise Technology Metrics Measurement 119

DataKitchen

DECEMBER 30, 2020

In June of 2020, Database Trends & Applications featured DataKitchen’s end-to-end DataOps platform for its ability to coordinate data teams, tools, and environments in the entire data analytics organization with features such as meta-orchestration , automated testing and monitoring , and continuous deployment : DataKitchen [link].

Testing 241

Testing Big Data Statistics Manufacturing 241

AWS Big Data

OCTOBER 30, 2024

With this launch of JDBC connectivity, Amazon DataZone expands its support for data users, including analysts and scientists, allowing them to work in their preferred environments—whether it’s SQL Workbench, Domino, or Amazon-native solutions—while ensuring secure, governed access within Amazon DataZone. Choose Test connection.

Visualization 119

Visualization Data Lake Testing Data Governance 119

CIO Business Intelligence

DECEMBER 17, 2024

Organizations should create a cross-functional team comprised of people who are already building, managing and governing existing AI initiatives in order to lay the foundation for genAI and select the appropriate AI solutions or models. Driving genAI adoption requires organizations to incorporate it into company culture and processes.

Experimentation 98

Experimentation ROI Risk Data Quality 98

AWS Big Data

OCTOBER 30, 2024

Collaborating closely with our partners, we have tested and validated Amazon DataZone authentication via the Athena JDBC connection, providing an intuitive and secure connection experience for users. Using Amazon DataZone lets us avoid building and maintaining an in-house platform, allowing our developers to focus on tailored solutions.

Analytics 119

Analytics Visualization Data Governance Data-driven 119

DataKitchen

SEPTEMBER 18, 2024

Data Quality Leadership: Influence Without Power Data quality leaders often find themselves in a position where they can identify problems but lack the authority or resources to drive necessary changes. The DataOps methodology offers a solution by providing a structured, iterative approach to managing data quality at scale.

Scorecard 180

Scorecard Data Quality Measurement Testing 180

CIO Business Intelligence

DECEMBER 2, 2024

Don’t get bogged down in testing multiple solutions that never see the light of day. Instead of focusing on single use cases, think holistically about how your organization can use AI to drive topline growth and reduce costs. This flywheel effect will help build board support for your wider plans.

ROI 136

ROI Cost-Benefit Metrics Strategy 136

O'Reilly on Data

SEPTEMBER 19, 2023

The solution led us to the next structural evolution. You see the extreme version of this pretrained model phenomenon in the large language models (LLMs) that drive tools like Midjourney or ChatGPT. What will drive us to the next structural iteration of Analyzing Data for Fun and Profit? Specifically, through simulation.

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

AWS Big Data

JANUARY 9, 2025

In this section, we discuss situations we discovered while running our experiments at scale and solutions provided by Iceberg vs. vanilla Parquet when accessing data in Amazon S3. This speed boost enables quant researchers to analyze larger datasets and test trading strategies more rapidly. groupBy("exchange_code", "instrument").count().orderBy("count",

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

CIO Business Intelligence

FEBRUARY 4, 2025

Consider the following business solutions in their early forms: Workday for HR Salesforce for sales Adobe or Hubspot for marketing SAP for ERP These solutions reformed the way we thought about HR, supply chain, or CRM, but they did not transform the work itself. And its testing us all over again.

Digital Transformation 144

Digital Transformation Sales Optimization Enterprise 144

CIO Business Intelligence

JANUARY 30, 2025

Create processes that are close to the actual practice of developing, deploying, operationalizing and maintaining AI solutions. It is a strategic imperative that helps mitigate risks and ensure ethical AI usage, builds trust with stakeholders and drives better business outcomes. It needs to be embedded in every AI project.

Testing 93

Testing Metrics Cost-Benefit Modeling 93

CIO Business Intelligence

FEBRUARY 21, 2025

AI is really the brain driving humanoid robots like Agility, Tesla Optimus, and Boston Dynamics Atlas. It is also conducting pilot tests with Reflex Robotics and Apptronik humanoid robots. Were still very early in the journey, but its only going to get better, says Dwight Klappich, a research vice president at Gartner.

Manufacturing 125

Manufacturing Machine Learning Consulting Modeling 125

DataKitchen

NOVEMBER 29, 2021

DataOps adoption continues to expand as a perfect storm of social, economic, and technological factors drive enterprises to invest in process-driven innovation. Model developers will test for AI bias as part of their pre-deployment testing. Quality test suites will enforce “equity,” like any other performance metric.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

Corinium

JUNE 6, 2019

Progressing AI based solutions from proof of concept or minimum viable product (MVP) to production. For instance, in Auto Insurance, connected and/or self-driving cars are expected to result in lower severity and frequency of accidents, leading to drastically lower premiums. What is the most common mistake people make around data?

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

AWS Big Data

DECEMBER 23, 2024

With employees in over 30 countries, Fitch Groups culture of credibility, independence, and transparency is embedded throughout its structure, which includes Fitch Ratings, one of the worlds top three credit ratings agencies, and Fitch Solutions, a leading provider of insights, data, and analytics.

Data-driven 97

Data-driven Management Risk Big Data 97

CIO Business Intelligence

SEPTEMBER 9, 2022

Fujitsu, in collaboration with NVIDIA and NetApp launched AI Test Drive to help address this specific problem and assist data scientists in validating business cases for investment. AI Test Drive functions as an effective AI-as-a-Service solution, and it is already demonstrating strong results.

Testing 144

Testing Data Processing Machine Learning Business Intelligence 144

O'Reilly on Data

JUNE 24, 2020

As with any disease, what are the forces that drive it, and what are the actions that disable it? As the increasing gap between the wealthy and everyone else drives our economies to the brink, what are the forces—the many small forces—that drive us back from the edge? What about economics?

Measurement 335

Measurement Testing Interactive Modeling 335

datapine

MAY 2, 2023

Interacting with powerful data sets will empower you to drive down operational costs by optimizing delivery routes, predicting machinery or delivery vehicle maintenance, and weaving the whole supply chain together fluently. Your Chance: Want to test a professional logistics analytics software?

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

O'Reilly on Data

JANUARY 17, 2023

If you’re a professional data scientist, you already have the knowledge and skills to test these models. An autoML solution may produce a “good enough” solution in just a few hours. Tool vendors make their money by scaling a solution across the most common challenges, right?

Machine Learning 363

Machine Learning Predictive Modeling Software Modeling 363

CIO Business Intelligence

MARCH 25, 2025

While free translation tools may suffice for consumers, when it comes to business, good enough isnt enough and only precise, nuanced, context-rich and secure solutions will do. Blind tests have shown that translations powered by our next-gen LLM require two to three times fewer edits than our competitors, he says.

Manufacturing 104

Manufacturing Testing Publishing Modeling 104

CIO Business Intelligence

JANUARY 7, 2025

With the AI revolution underway which has kicked the wave of digital transformation into high gear it is imperative for enterprises to have their cloud infrastructure built on firm foundations that can enable them to scale AI/ML solutions effectively and efficiently. Its a good idea to establish a governance policy supporting the framework.

Optimization 98

Optimization Strategy Cost-Benefit Enterprise 98

CIO Business Intelligence

MARCH 4, 2025

In fact, successful recovery from cyberattacks and other disasters hinges on an approach that integrates business impact assessments (BIA), business continuity planning (BCP), and disaster recovery planning (DRP) including rigorous testing. Recognizing that backups alone do not constitute a disaster recovery solution is crucial.

Testing 64

Testing Risk Consulting Risk Management 64

CIO Business Intelligence

NOVEMBER 7, 2024

Caldas has established herself as a decisive, growth-oriented executive and innovative strategist with an impressive track record of leading large complex transformations and executing with real solutions. Our goal is to make technology dialogue approachable to accelerate our ability to drive impact with technology.

Insurance 120

Insurance Experimentation Testing Technology 120

O'Reilly on Data

DECEMBER 19, 2018

have a large body of tools to choose from: IDEs, CI/CD tools, automated testing tools, and so on. We have great tools for working with code: creating it, managing it, testing it, and deploying it. Salesforce’s solution is TransmogrifAI , an open source automated ML library for structured data. Developers of Software 1.0

Machine Learning 279

Machine Learning Software Metadata Testing 279

CIO Business Intelligence

DECEMBER 11, 2024

Organizations must decide on their hosting provider, whether it be an on-prem setup, cloud solutions like AWS, GCP, Azure or specialized data platform providers such as Snowflake and Databricks. It is crucial to remember that business needs should drive the pipeline configuration, not the other way around.

Management 111

Management Data Governance Data Science Reporting 111

CIO Business Intelligence

NOVEMBER 13, 2024

The solution is to rethink how companies give employees incentives. Nobody is really sure what’s really going to drive their evaluation, and that’s where people try to take on more.” There’s a never-ending list of busywork that has to get done,” she says. Everyone is concerned about their career and trying to do more,” she says.

IT 141

IT Consulting ROI Cost-Benefit 141

CIO Business Intelligence

OCTOBER 3, 2024

As the Generative AI (GenAI) hype continues, we’re seeing an uptick of real-world, enterprise-grade solutions in industries from healthcare and finance, to retail and media. Understanding these nuances can lead to more targeted solutions, higher adoption rates, and less false hope around the transformative power of GenAI.

Cost-Benefit 129

Cost-Benefit Testing Experimentation Risk 129

DataKitchen

JUNE 24, 2021

In May 2021 at the CDO & Data Leaders Global Summit, DataKitchen sat down with the following data leaders to learn how to use DataOps to drive agility and business value. Quality and speed and automation, in many cases, are point solutions or point capabilities along that chain. And that I think is the fundamental change.”.

Metrics 211

Metrics ROI Measurement Cost-Benefit 211