O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded.

Marketing 362

Marketing Experimentation Metrics Testing 362

Cloudera

OCTOBER 20, 2021

As part of these efforts, disclosure requirements will mandate that firms provide “the impact of a company’s activities on the environment and society, as well as the business and financial risks faced by a company due to its sustainability exposures.” What are the key climate risk measurements and impacts? They need to understand;

Risk 78

Risk Modeling Risk Management Measurement 78

DataKitchen

SEPTEMBER 20, 2021

The best way to ensure error-free execution of data production is through automated testing and monitoring. The DataKitchen Platform enables data teams to integrate testing and observability into data pipeline orchestrations. Automated tests work 24×7 to ensure that the results of each processing stage are accurate and correct.

Testing 246

Testing Metrics Measurement Dashboards 246

Domino Data Lab

MARCH 3, 2021

Leading Metrics Think of these as a good sign that the actions and activities you’re taking will lead to a positive outcome. This gives us real metrics with which to identify the performance of models. How to create clear, concise metrics to set clearer expectations. Good metrics should comprise the following.

Metrics 93

Metrics Modeling Sales Data Science 93

AWS Big Data

SEPTEMBER 14, 2023

The time a sub-task spends waiting for all barriers to arrive is measured by the checkpoint Alignment Duration metric, which can be observed in the Apache Flink UI. If the application experiences backpressure, an increase in this metric could lead to longer checkpoint durations and even checkpoint failures due to timeouts.

Snapshot 87

Snapshot Broadcasting Optimization Management 87

AWS Big Data

MARCH 12, 2024

Our commitment to efficiency is unwavering, and we’ve undertaken an exciting initiative to optimize our batch processing jobs. This prompted GoDaddy to embark on a systematic optimization journey, establishing a foundation for more sustainable and efficient big data processing. PB of data from its data center to EMR on EC2.

Cost-Benefit 91

Cost-Benefit Optimization Big Data Metrics 91

IBM Big Data Hub

MAY 7, 2024

After the migration is complete, a review of the testing and validation phase is needed to verify that the workload meets a client’s required standards and performance metrics.

Risk 63

Risk Metrics Sales Testing 63

IBM Big Data Hub

NOVEMBER 29, 2023

Creating synthetic test data to expedite testing, optimization and validation of new applications and features. Therefore, risk, security and compliance leaders should implement a mechanism to control their desired level of privacy risk during the synthetic data generation process.

Metrics 88

Metrics Machine Learning Risk Statistics 88

DataKitchen

NOVEMBER 18, 2022

As he thinks through the various journeys that data take in his company, Jason sees that his dashboard idea would require extracting or testing for events along the way. Data and tool tests. In addition to the tracking of relationships and quality metrics, DataOps Observability journeys allow users to establish baselines?concrete

Testing 130

Testing Statistics Measurement Metrics 130

DataKitchen

JUNE 19, 2023

It involves tracking key metrics such as system health indicators, performance measures, and error rates and closely scrutinizing system logs to identify anomalies or errors. Using automated data validation tests, you can ensure that the data stored within your systems is accurate, complete, consistent, and relevant to the problem at hand.

Testing 130

Testing Cost-Benefit Metrics Data Quality 130

IBM Big Data Hub

DECEMBER 18, 2023

Migrating a mission-critical system like authoritative DNS is always going to involve some amount of risk. Unfortunately, many network admins use this risk potential as a reason to continue using an authoritative DNS service that no longer adds business value.

Risk 78

Risk Metrics Optimization Testing 78

datapine

MARCH 8, 2021

Like many of today’s most important industries, digital data, metrics and KPIs (key performance indicators) are a part of a bright and prosperous future – and a comprehensive healthcare report has the power to deliver in each of these critical areas. Your Chance: Want to test a healthcare reporting software for free?

Reporting 198

Reporting KPI Management Cost-Benefit 198

IBM Big Data Hub

APRIL 9, 2024

” Watsonx.data lets organizations optimize workloads for different uses. This makes it possible to then use watsonx.governance to evaluate the quality of the output, using metrics such as ROUGE, METEOR and perplexity scores while using HAP guardrails to eliminate any hate, abuse or profanity content. ” Watsonx.ai

Management 86

Management IT Machine Learning Metrics 86

CIO Business Intelligence

DECEMBER 20, 2023

Streamlining to optimize productivity Agile software development is essential to innovate and retain competitiveness. Development teams also often experience bottlenecks that prevent smooth workflows, adds Gibson, including intricate code, complex architecture, or insufficient automation and testing.

Measurement 118

Measurement Software IT Metrics 118

Cloudera

JULY 24, 2023

However, both of these options are associated with substantial cost and risk , as organizations underestimate the complexity and the necessary expertise required to not only build but also operate a platform for advanced analytics. Those metrics include not just specific variables and metrics collected by each service (e.g.,

Analytics 65

Analytics Testing Metrics Management 65

CIO Business Intelligence

APRIL 21, 2022

Combining Agile and DevOps with elements such as cloud, testing, security, risk management and compliance creates a modernized technology delivery approach that can help an organization achieve greater speed, reduced risk, and enhanced quality and experience. All hands on deck .

Digital Transformation 130

Digital Transformation Key Performance Indicator Risk Testing 130

Cloudera

MARCH 22, 2023

While in the old world where questions around data quality or system performance were answered by monitoring a few logs and metrics, in a distributed landscape (like a hybrid data platform) it’s not that straightforward. There are many logs and metrics, and they are all over the place. As observability evolves, so will CDP.

Metrics 85

Metrics Data Governance Cost-Benefit Dashboards 85

Smart Data Collective

JUNE 16, 2022

If you are trying to create a great website, then you have to leverage analytics tools to improve the quality of your site by assessing the right metrics. Keep reading to learn more about using analytics to optimize your website. Analytics is Crucial for Optimizing Websites. Test different value propositions.

Analytics 97

Analytics Testing Visualization Analytics Technologies 97

Smart Data Collective

APRIL 5, 2021

Upon analysis, these user data can be transformed into valuable metrics that can be used to understand and also influence human behavior. The analysis provides metrics on overall site visits, consumer segments, bounce rate, page views, and retention time. Built-in Testing. Using Big Data for Web Development.

Big Data 108

Big Data IT Data-driven Sales 108

CIO Business Intelligence

NOVEMBER 29, 2023

Minimize lock-in risks You need to carefully weigh the tradeoffs when it comes to leveraging each vendor’s cloud-native services. “If If you choose not to use a cloud provider’s native services in order to remain agnostic, you lose many of the ‘better, cheaper, faster’ business case metrics,” says Holcombe.

Recreation/Entertainment 118

Recreation/Entertainment Testing Strategy Risk 118

FineReport

JUNE 7, 2023

This approach is facilitated by project management dashboards, which enable you to monitor, optimize, and enhance project performance while boosting overall team productivity. Additionally, these dashboards provide customized reports that offer a swift overview of project status, simplifying resource optimization and time management.

Dashboards 52

Dashboards Management Visualization Cost-Benefit 52

Smart Data Collective

SEPTEMBER 17, 2020

Financial institutions such as banks have to adhere to such a practice, especially when laying the foundation for back-test trading strategies. Financial and banking industries worldwide are now exploring new and intriguing techniques through which they can smoothly incorporate big data analytics in their systems for optimal results.

Big Data 142

Big Data Finance Risk Management Risk 142

Smarten

NOVEMBER 28, 2023

Businesses that use data to make decisions can adapt to change more quickly and improve services and products, customer engagement and day-to-day activities to optimize resources, funding, training, and creativity.’

Analytics 67

Analytics Digital Transformation Cost-Benefit Testing 67

CIO Business Intelligence

MARCH 13, 2024

We did side-by-side testing,” he says. In testing, gen AI was also particularly good at generating test cases and creating dummy data for testing. We got 600 people together to test gen AI in a sandbox to try different use cases in 54 different categories.”

IT 124

IT Consulting Testing Cost-Benefit 124

CIO Business Intelligence

NOVEMBER 14, 2023

Without a clear cloud strategy and broad leadership support, even value-adding cloud investments may be at risk. There are other risks, too. Organizations also need nontechnical skills such as cloud financial management and cloud optimization, Nathan says. And the costs recur monthly or quarterly,” Upchurch says.

Strategy 140

Strategy Cost-Benefit IT Key Performance Indicator 140

CIO Business Intelligence

JULY 31, 2023

Annual or not, like running with the bulls in Pamplona, this exercise never fails to test your mettle and often leaves you staring frantically at the page and wondering: how do I tell this story? After all, each of these is part of your mandate, as a CIO, to optimize the organization’s digital potential. What about for your employees?

Strategy 94

Strategy IT Cost-Benefit Finance 94

CIO Business Intelligence

JUNE 9, 2023

It’s a time-tested truth: Getting a head start improves outcomes. This includes metrics beyond traditional financial and operational measures, including customer retention and advocacy, employee satisfaction and productivity, societal and environmental factors, and ethical outcomes.

Strategy 107

Strategy Management Key Performance Indicator ROI 107

IBM Big Data Hub

JUNE 29, 2023

Enterprises are constantly looking for new ways to optimize performance, increase reliability and extend asset lifespans—all without adding unnecessary costs. In order to take a proactive approach to asset reliability, maintenance managers rely on two widely used metrics: mean time between failure, (MTBF) and mean time to repair (MTTR).

Cost-Benefit 86

Cost-Benefit Measurement Management Predictive Analytics 86

DataRobot

OCTOBER 20, 2021

Because of the multidisciplinary nature of AI products, stakeholders across an entire organization must share a common understanding of each project’s scope, deployment, governance , impact, and projected risk. Achieving that level of governance at scale requires a common understanding of AI and data concepts. WHITE PAPER. Download Now.

Machine Learning 52

Machine Learning Metrics Risk Deep Learning 52

IBM Big Data Hub

AUGUST 9, 2023

For many companies, however, their applications are their business, and the lack of an observability framework can limit their ability to diagnose issues and optimize systems in a timely manner. Even a simple web application can benefit from observability by implementing basic logging and metrics.

Metrics 66

Metrics Interactive Software Data-driven 66

IBM Big Data Hub

SEPTEMBER 6, 2023

From customized content creation to task automation and data analysis, AI has seemingly endless applications when it comes to marketing, but also some potential risks. Search engine optimization (SEO): Deploying an AI solution to enhance search engine optimization (SEO) helps marketers increase page rankings and develop more sound strategies.

Marketing 85

Marketing Technology Advertising ROI 85

IBM Big Data Hub

JUNE 20, 2023

Digital twins allow companies to run tests and predict performance based on simulations. Greater alignment across business units: Optimize management processes according to a variety of factors beyond just the condition of a piece of equipment. These factors can include available resources (e.g.,

Strategy 77

Strategy Management Cost-Benefit IoT 77

Smart Data Collective

JUNE 14, 2022

High risk means high reward but there are certain steps you can take that almost guarantee commercial success, particularly when it comes to an online business. Use Data Analytics to Optimize Your Social Media Strategy. Check Your Metrics. Data analytics tools can help you monitor these metrics much more easily.

Big Data 106

Big Data Data mining Metrics Sales 106

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

O'Reilly on Data

MARCH 31, 2020

This has serious implications for software testing, versioning, deployment, and other core development processes. At measurement-obsessed companies, every part of their product experience is quantified and adjusted to optimize user experience. These companies eventually moved beyond using data to inform product design decisions.

Management 332

Management Machine Learning Experimentation Metrics 332

FineReport

FEBRUARY 17, 2021

Risk management. Here, project managers should summarize all predicted risks so that stakeholders can obtain a clear risk assessment and prepare plan B. Report any quality testing and any issues found. Viewers can track key information such as progress, costs, quality, and risks at a glance. Schedule and timeline.

Reporting 98

Reporting Management Dashboards Risk 98

CIO Business Intelligence

FEBRUARY 13, 2023

Larger is Better involves a “lower specification limit,” such as test scores — where the target is 100%. Measure performance of the current process by establishing a data collection plan to determine defects and gather metrics. Improve the process by eliminating root causes of defects through innovative solutions.

Management 74

Management Statistics Manufacturing Measurement 74