DataKitchen

FEBRUARY 23, 2024

Webinar: Beyond Data Observability: Personalization DataKitchen DataOps Observability Problem Statement White Paper: ‘Taming Chaos’ Technical Product Overview Four-minute online demo Detailed Product: Documentation Webinar: Data Observability Demo Day DataKitchen DataOps TestGen Problem Statement White Paper: ‘Mystery Box Full Of Data Errors’ (..)

Testing 117

Testing Data-driven Metrics Data Quality 117

AWS Big Data

FEBRUARY 28, 2023

EMR Managed Scaling constantly monitors key workload-related metrics and uses an algorithm that optimizes the cluster size for best resource utilization. Throughout 2022, we made multiple enhancements to the EMR Managed Scaling algorithm. Plot both of the metrics to your CloudWatch dashboard.

Management 82

Management Metrics Advertising Dashboards 82

DataRobot Blog

SEPTEMBER 1, 2022

This also shows how the models compare on standard performance metrics and informative visualizations like Dual Lift. With DataRobot AI Cloud, you can see predicted values and accuracy for various metrics for the Champion as well as any Challenger models.]. Model Observability with Custom Metrics.

Metrics 145

Metrics Statistics Modeling Data Science 145

O'Reilly on Data

JUNE 15, 2023

The world changed on November 30, 2022 as surely as it did on August 12, 1908 when the first Model T left the Ford assembly line. If we want prosocial outcomes, we need to design and report on the metrics that explicitly aim for those outcomes and measure the extent to which they have been achieved.

Metrics 280

Metrics Reporting Measurement Finance 280

CIO Business Intelligence

OCTOBER 23, 2023

Circular economy: By 2030, for every metric ton of products a customer buys, one metric ton will be reused or recycled, 100% of Dell packaging will be made from recycled or renewable material, or will utilize reused packaging, and more than half of its product content will be made from recycled, renewable or reduced carbon emissions material.

Digital Transformation 126

Digital Transformation Cost-Benefit Optimization Metrics 126

CIO Business Intelligence

MARCH 15, 2024

Chief Digital and Artificial Intelligence Officer Craig Martell, the first head of the CDAO, was hired by the Pentagon in April 2022, just after the new office unofficially launched in January. Among those five initiatives were improved data quality and business performance metrics, along with better digital employee management.

Big Data 124

Big Data Metrics Data Quality Machine Learning 124

CIO Business Intelligence

SEPTEMBER 15, 2023

Salesforce sees boomerang hires as a new success metric, the top executives said, adding that there still might be strategic layoffs in the future. The top executives said that some of the new positions are more likely to be filled by what the company terms as “boomerang” hires.

IT 132

IT Uncertainty Sales Data-driven 132

CIO Business Intelligence

MARCH 12, 2024

million, and in 2022, two out of three midsize companies experienced a ransomware attack , so disaster recovery and corporate security are serious matters. Important metrics to consider for training investments are employee retention, employee growth, and the costs of bringing in talent instead of growing it yourself internally.

ROI 122

ROI IT Manufacturing Metrics 122

IBM Big Data Hub

FEBRUARY 8, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important in investment decision-making over the years. In response, asset managers began to develop ESG strategies and metrics to measure the environmental and social impact of their investments.

Measurement 78

Measurement Metrics Reporting Strategy 78

CIO Business Intelligence

MARCH 6, 2024

1] The role of CIOs in achieving circularity Accountability is key for IT teams looking to improve their equipment usage metrics and reduce the amount of e-waste generated by their organisation. IDC also expects that this increasing attention to the importance of sustainability will increase demand for used IT equipment.[1]

Manufacturing 105

Manufacturing Metrics Measurement Management 105

CIO Business Intelligence

NOVEMBER 15, 2022

A 2022 Gartner survey of board directors found that 88% of boards now view security as a business risk, not just a technical one, meaning that “organisations need to start treating resilient, sustainable cybersecurity as a business risk that needs new types of investment,” said Ed Gabrys, VP analyst at Gartner. global inflation rate.

Digital Transformation 143

Digital Transformation Experimentation Risk Metrics 143

DataRobot Blog

OCTOBER 18, 2022

The DataRobot expo booth at the 2022 conference showcased our AI Cloud platform with industry-specific demonstrations including Anti-Money Laundering for Financial Services , Predictive Maintenance for Manufacturing and Sales Forecasting for Retail. DataRobot Booth at Big Data & AI Toronto 2022.

Big Data 96

Big Data Forecasting Experimentation Metrics 96

DataKitchen

NOVEMBER 29, 2021

Keep an eye on the eight top trends below that we believe will be significant in the year 2022. In 2022, data organizations will institute robust automated processes around their AI systems to make them more accountable to stakeholders. Quality test suites will enforce “equity,” like any other performance metric.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

CIO Business Intelligence

APRIL 10, 2024

The Gaudi 2 chip, developed by the Intel acquired Habana Labs, outperformed Nvidia’s A100 80GB GPU in tests run in late 2022 by AI company Hugging Face. Seekr’s collaboration with Intel isn’t all about performance, however, says Clark.

IT 119

IT Testing Optimization Modeling 119

CIO Business Intelligence

MAY 4, 2022

Ceridian SVP and CIO Carrie Rasmussen got a 7% bump in her IT budget for 2022, with her company’s growth, its ongoing digitalization drive, and security mindfulness driving the boost. The State of the CIO report found that 59% of CIOs are planning to spend more in 2022 than they did in 2021. Top 10 business needs driving IT spend.

IT 135

IT Business Driver Reporting Uncertainty 135

CIO Business Intelligence

JANUARY 10, 2024

Optimizing cloud investments requires close collaboration with the rest of the business to understand current and future needs, building effective FinOps teams, partnering with providers, and ongoing monitoring of key performance metrics. We need hard metrics because we’re running 800 instances of cloud computers.

Cost-Benefit 124

Cost-Benefit Measurement Optimization Metrics 124

AWS Big Data

MARCH 12, 2024

By early 2022, we successfully migrated our big data workloads to EMR on EC2. Using best practices learned from the AWS FinHack program, we fine-tuned resource-intensive jobs, converted Pig and Hive jobs to Spark, and reduced our batch workload spend by 22.75% in 2022. Transitioning from Pig to Spark was more efficient.

Cost-Benefit 94

Cost-Benefit Optimization Big Data Metrics 94

CIO Business Intelligence

DECEMBER 19, 2022

Combating the Cycle of Distrust Edelman called its 2022 trust survey The Cycle of Distrust. A unified cloud platform joins up systems and customer profile data to deliver consistent and accurate real-time marketing metrics.

Advertising 97

Advertising Cost-Benefit Metrics Marketing 97

CIO Business Intelligence

JUNE 10, 2022

Additionally, as sustainability requirements increase, including the need to quantify environmental, social and governance (ESG) programs, IT organizations will rely on vendor partners to provide them with key metrics for sustainability and environmental reporting such as power usage, carbon emissions, and end-of-life disposal metrics (e.g.,

Metrics 98

Metrics Optimization Machine Learning Sales 98

CIO Business Intelligence

SEPTEMBER 22, 2022

According to Deloitte’s Q1 2022 CFO Signals survey , a quarterly poll of Fortune 500 CFOs on business sentiment and strategy, 35% of respondents indicated they had oversight of their organization’s IT leader, with 28% reporting direct oversight. Assessing IT oversight.

Digital Transformation 113

Digital Transformation Snapshot Finance Strategy 113

CIO Business Intelligence

OCTOBER 21, 2022

The contact center software market is expected to grow at a 21% compound annual growth rate ( CAGR ) from 2022 to 2030. You can access far more than the standard surface-level metrics, such as average handle times or wait times. And the best tools offer real-time access to these metrics. Today’s contact center agents handle 7.2

Cost-Benefit 96

Cost-Benefit Testing Metrics Marketing 96

DataKitchen

JULY 3, 2023

22% of data engineers’ time is spent on innovation, but 78% on errors and manual execution (Gartner 2022). A recent survey of 700 data engineers by DataKitchen & Data.world in 2022 found that 52% of Data Engineers said errors are a significant source of burnout. It delivers a big chunk of the value in adopting DataOps.

Testing 130

Testing Risk Data-driven Statistics 130

CIO Business Intelligence

MAY 16, 2023

Top Technologies Mentioned in Innovation Conversations Tweets from Verified Accounts, January 2021 – December 2022 Opportunities abound for innovating with AI. McKinsey & Company’s 2022 Global Survey on AI says , “AI adoption globally is 2.5x higher [in 2022] than in 2017.”

Advertising 105

Advertising Recreation/Entertainment Experimentation Enterprise 105

CIO Business Intelligence

OCTOBER 2, 2023

Nearly three-quarters of midsize and large companies report having a PMO, according to the 2022 State of the Project Management Office report from PM Solutions, a project management services firm. But, as the PM Solutions 2022 State of the Project Management Office report found, where PMOs reside in an org chart and who oversees them varies.

Management 124

Management Scorecard Key Performance Indicator Risk 124

KDnuggets

JANUARY 12, 2022

Using one or two performance metrics seems sufficient to claim that your ML model is good — chances are that it’s not.

Machine Learning 160

Machine Learning Modeling Metrics 160

IBM Big Data Hub

APRIL 13, 2023

Evaluate the model Using generated predictions for the test dataset, I compute a few metrics to evaluate the quality of the model’s predictions. I use these counts to compute a few evaluation metrics for the model. The first one shows overall quality metrics of the model. The count is 4981. and Lawrence, N.D., 1–29.

Modeling 82

Modeling Statistics Machine Learning Testing 82

CIO Business Intelligence

SEPTEMBER 8, 2023

ACM also includes a robust portal that offers case analytics around product utilization, surgery metrics, upcoming case schedules, case details, and templating insights. To predict component size for TKA and THA surgeries, J&J implemented a range of machine learning techniques.

Cost-Benefit 105

Cost-Benefit Machine Learning Metrics Marketing 105

CIO Business Intelligence

AUGUST 9, 2022

Over the past decade, an ever-growing number of organisations have taken their infrastructure and applications to the cloud, delivering noticeable results impacting the bottom line and several other business metrics.

Strategy 98

Strategy Digital Transformation Metrics Technology 98

CIO Business Intelligence

MAY 17, 2023

Ultimately, Pickering, who featured in the 2022 CIO50 , wants guest experience at the heart of what his team focuses on. “My The team will be monitoring the use of the technology by patrons at the stadium over the months ahead to see how often it’s used but they have no set metrics or KPIs. “The

Technology 97

Technology Metrics Digital Transformation Data Processing 97

CIO Business Intelligence

APRIL 5, 2023

A Gartner HR study recently estimated that 24% of workers would likely shift to a new job in 2022 –and this turnover rate is especially true of knowledge workers who must interact daily with the company’s systems. But let’s face it, there are already enough customer-facing performance metrics in the world.

Cost-Benefit 116

Cost-Benefit Metrics Measurement Digital Transformation 116

IBM Big Data Hub

FEBRUARY 7, 2024

4 Efforts to preserve biodiversity and natural resources gained momentum in December 2022, when countries signed a global biodiversity framework at the United Nations’ COP15 summit. This can be quantified by measuring metrics like tree cover, habitat integrity and number of species, and is guided by sustainable development principles.

Reporting 90

Reporting Internet of Things Cost-Benefit Data-driven 90

IBM Big Data Hub

JUNE 13, 2022

Trustworthy outcomes are critical for all AI systems, particularly in high-risk contexts, and this is a key factor in why the market for responsible AI solutions is expected to double in size in 2022 [2]. RegTech will play a central role in AI governance practices in 2022 and beyond.

Risk 98

Risk Risk Management Data-driven Metrics 98

CIO Business Intelligence

MAY 29, 2024

Klarna has been leaning heavily into AI since ChatGPT was launched in November 2022, and the general feeling within the company is that gen AI can help nearly everybody in the organization become more effective, regardless of their skill level or role. This allows them to weigh the costs and benefits.

Cost-Benefit 102

Cost-Benefit Measurement Reporting Modeling 102

AWS Big Data

FEBRUARY 23, 2023

Key": 12349999,"CommitTimestamp": "2022-07-18T20:00:00"} The CommitTimestamp in the Data field is used in the replication checkpoint and is critical to accurately track how much of the stream data has been replicated to the secondary Region. Publish custom metrics to Amazon CloudWatch in both Regions within the same account.

Technology 52

Technology Metrics Publishing Strategy 52

CIO Business Intelligence

JUNE 27, 2022

Recurring metric and alert variations, unanticipated situations, and anomalies under the threshold are recognized and handled. To learn more about CEMEX’s creative solution that earned them a finalist’s position at the SAP Innovation Awards for 2022, check out their pitch deck. The result? Issues are easier to predict.

Machine Learning 118

Machine Learning Manufacturing Software Metrics 118

IBM Big Data Hub

FEBRUARY 13, 2024

In fact, in a 2022 survey , 73% of consumers said that traceability is important to them. Here are some common steps to building your own process: Goal setting : Identify specific goals and metrics like cutting costs, improving quality control or better managing supplier risk. And from that group, 71% would pay a premium for it.

Cost-Benefit 79

Cost-Benefit Scorecard Risk Recreation/Entertainment 79