O'Reilly on Data

SEPTEMBER 15, 2020

AI Benefits and Stakeholders. AI is a field where value, in the form of outcomes and their resulting benefits, is created by machines exhibiting the ability to learn and “understand,” and to use the knowledge learned to carry out tasks or achieve goals. AI-generated benefits can be realized by defining and achieving appropriate goals.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

AWS Big Data

NOVEMBER 19, 2024

This offering is designed to provide an even more cost-effective solution for running Airflow environments in the cloud. micro characteristics, key benefits, ideal use cases, and how you can set up an Amazon MWAA environment based on this new environment class. micro reflect a balance between functionality and cost-effectiveness.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

CIO Business Intelligence

JANUARY 21, 2025

In todays fast-paced digital landscape, organizations are under constant pressure to adopt new technologies quickly, manage costs effectively, and maintain robust security and compliance standards. Procuring through AWS Marketplace has a number of benefits.

Cost-Benefit 98

Cost-Benefit Optimization Software Management 98

CIO Business Intelligence

MARCH 25, 2025

CIOs perennially deal with technical debts risks, costs, and complexities. But some AI debt may require CIOs to decommission and replace AI capabilities, for example, when new models have sizable accuracy, performance, or cost improvements, leaving behind obsolete models.

Risk 123

Risk Cost-Benefit Data-driven Digital Transformation 123

AWS Big Data

NOVEMBER 22, 2024

Benefits of the dbt adapter for Athena We have collaborated with dbt Labs and the open source community on an adapter for dbt that enables dbt to interface directly with Athena. This upgrade allows you to build, test, and deploy data models in dbt with greater ease and efficiency, using all the features that dbt Cloud provides.

Data Lake 100

Data Lake Data Warehouse Cost-Benefit Data Transformation 100

datapine

APRIL 13, 2021

Starting with its definition, following with the benefits of agency reports, a list of tools, and a set of agency dashboard examples. Your Chance: Want to test a powerful agency analytics software? Explore our 14 days free trial & benefit from interactive agency reports! Benefits Of A Modern Agency Report.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

CIO Business Intelligence

DECEMBER 11, 2024

Travel and expense management company Emburse saw multiple opportunities where it could benefit from gen AI. Both types of gen AI have their benefits, says Ken Ringdahl, the companys CTO. Another benefit is that with open source, Emburse can do additional model training. You get more control over your costs.

Cost-Benefit 115

Cost-Benefit Modeling Marketing Sales 115

Smart Data Collective

JANUARY 19, 2023

Are you looking for a way to reduce the cost of your development efforts? The cost savings associated with DevOps on the cloud are significant. By leveraging existing cloud-based services, businesses can save time and money by avoiding costly IT overhead costs like maintenance, licensing fees, and server infrastructure setup.

Optimization 124

Optimization Cost-Benefit Software Measurement 124

Smart Data Collective

OCTOBER 13, 2022

Generative design is a new approach to product development that uses artificial intelligence to generate and test many possible designs. The technique is helping product design firm Seattle reduce costs and improve the quality of its products. Assembly Line Optimization. Automated Testing of Features. Quality Assurance.

Testing 128

Testing Cost-Benefit Experimentation Optimization 128

AWS Big Data

DECEMBER 5, 2024

As the use of Hydro grows within REA, it’s crucial to perform capacity planning to meet user demands while maintaining optimal performance and cost-efficiency. To address this, we used the AWS performance testing framework for Apache Kafka to evaluate the theoretical performance limits.

Metrics 94

Metrics Dashboards Testing Optimization 94

Cloudera

NOVEMBER 13, 2024

Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. These enable customer service representatives to focus their time and attention on more high-value interactions, leading to a more cost-efficient service model.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

CIO Business Intelligence

JANUARY 21, 2025

The path may be a multi-step upgrade marathon Upgrading is a process that demands time, effort, testing, and yes, downtime. And if youre moving from versions older than Oracle Database 19c, get ready for a multi-step upgrade marathon at a substantial cost. Evaluate whether these new features align with your business strategy.

Cost-Benefit 97

Cost-Benefit ROI Data-driven Risk 97

CIO Business Intelligence

MARCH 19, 2025

Meanwhile, in December, OpenAIs new O3 model, an agentic model not yet available to the public, scored 72% on the same test. Mitre has also tested dozens of commercial AI models in a secure Mitre-managed cloud environment with AWS Bedrock. A lot of people have focused on the optimization use cases, he says.

Software 143

Software Risk Enterprise Cost-Benefit 143

CIO Business Intelligence

NOVEMBER 13, 2024

The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. We’re doing two things,” he says.

IT 141

IT Consulting ROI Cost-Benefit 141

Smart Data Collective

MARCH 10, 2022

Companies need to use data to optimize their websites and get the most value out of their digital marketing strategies. One of of the biggest mistakes businesses make is failing to engage in data-driven UX optimization. UX optimization is even more important in a data-centric economy. Lack of Testing on Real Devices.

Testing 131

Testing Big Data Data-driven Optimization 131

DataKitchen

SEPTEMBER 20, 2021

We call this approach “ Lean DataOps ” because it delivers the highest return of DataOps benefits for any given level of investment. The best way to ensure error-free execution of data production is through automated testing and monitoring. Start with just a few critical tests and build gradually. Manual Execution of Production.

Testing 246

Testing Metrics Measurement Dashboards 246

AWS Big Data

NOVEMBER 22, 2024

Data practitioners need to upgrade to the latest Spark releases to benefit from performance improvements, new features, bug fixes, and security enhancements. Testing these upgrades involves running the application and addressing issues as they arise. Each test run may reveal new problems, resulting in multiple iterations of changes.

Cost-Benefit 105

Cost-Benefit Data-driven Software Testing 105

Smart Data Collective

JUNE 3, 2022

To solve these issues, product designers facilitate solutions, create multiple test plans, produce wireframes, and make rounds of A/B testing. In other words, they are responsible for ensuring that the product created is optimized exclusively for the user. And a Product Designer is focused on making it cost-effective.

Optimization 119

Optimization Cost-Benefit Data-driven Testing 119

AWS Big Data

OCTOBER 3, 2023

Compaction is the process of combining these small data and metadata files to improve performance and reduce cost. Systems of this nature generate a huge number of small objects and need attention to compact them to a more optimal size for faster reading, such as 128 MB, 256 MB, or 512 MB. with Spark 3.3.2,

Optimization 126

Optimization Snapshot Data Lake Metadata 126

O'Reilly on Data

SEPTEMBER 19, 2023

.” Consider the structural evolutions of that theme: Stage 1: Hadoop and Big Data By 2008, many companies found themselves at the intersection of “a steep increase in online activity” and “a sharp decline in costs for storage and computing.” Other groups have tested evolutionary algorithms in drug discovery.

Machine Learning 339

Machine Learning Testing Modeling Cost-Benefit 339

datapine

OCTOBER 11, 2023

Keep on reading to learn a definition, benefits, and a warehouse KPI list with the most prominent examples any manager should be tracking to achieve operational success. Now, let’s look at some benefits to keep putting the power of warehouse key performance indicators into perspective. But how do you know which indicators to track?

Metrics 217

Metrics KPI Management Cost-Benefit 217

Cloudera

NOVEMBER 13, 2020

Impala Optimizations for Small Queries. We’ll discuss the various phases Impala takes a query through and how small query optimizations are incorporated into the design of each phase. Query optimization in databases is a long standing area of research, with much emphasis on finding near optimal query plans.

Optimization 143

Optimization Metadata Statistics Cost-Benefit 143

datapine

AUGUST 12, 2020

Knowing how to prepare and create one with the help of an online data analysis tool can reduce costs and time to decide on a relevant course of action. Your Chance: Want to test professional business reporting software? Benefit from great business reports today! Your Chance: Want to test professional business reporting software?

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

O'Reilly on Data

NOVEMBER 28, 2023

Unexpected outcomes, security, safety, fairness and bias, and privacy are the biggest risks for which adopters are testing. 54% of AI users expect AI’s biggest benefit will be greater productivity. That pricing won’t be sustainable, particularly as hardware shortages drive up the cost of building infrastructure.

Enterprise 342

Enterprise Testing Modeling Reporting 342

Cloudera

MAY 9, 2022

During performance testing, evaluate and validate configuration parameters and any SQL modifications. It is advisable to make one change at a time during performance testing of the workload, and would be best to assess the impact of tuning changes in your development and QA environments before using them in production environments.

Optimization 118

Optimization Testing Cost-Benefit Measurement 118

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. If this sounds fanciful, it’s not hard to find AI systems that took inappropriate actions because they optimized a poorly thought-out metric.

Marketing 364

Marketing Experimentation Metrics Testing 364

DataKitchen

NOVEMBER 4, 2021

The DataKitchen Platform is a “ process hub” that masters and optimizes those processes. Figure 2: Employing a DataOps Platform as a process hub minimizes the cost for new analytics. The DataKitchen Platform is based on a “process first” principle that minimizes the “ cost per question.” Has the data arrived on time ?

Data Processing 246

Data Processing Data Lake Cost-Benefit Testing 246

datapine

MARCH 8, 2021

Your Chance: Want to test a healthcare reporting software for free? Explore our 14-day free trial & benefit from great healthcare reports! The Benefits Of A Healthcare Report. Here are some notable examples and benefits of using business intelligence in healthcare : 1. Cutting down unnecessary costs.

Reporting 198

Reporting KPI Management Cost-Benefit 198

datapine

OCTOBER 21, 2021

For decades now, companies have benefited from monthly reports to share the insights they extract from their data, their accomplishments, current tasks, and goals, but mostly to keep every relevant stakeholder invested and informed, as this is a key requirement to succeed in today’s crowded and fast-paced world. Let’s get started!

Reporting 211

Reporting Dashboards Metrics Cost-Benefit 211

IBM Big Data Hub

SEPTEMBER 12, 2023

The UK government’s Ecosystem of Trust is a potential future border model for frictionless trade, which the UK government committed to pilot testing from October 2022 to March 2023. The models also reduce private sector customs data collection costs by 40%.

Testing 83

Testing Modeling Cost-Benefit Consulting 83

Smart Data Collective

JULY 9, 2023

One benefit is that they can help with conversion rate optimization. Collecting Relevant Data for Conversion Rate Optimization Here is some vital data that e-commerce businesses need to collect to improve their conversion rates. One report found that global e-commerce brands spent over $16.7 billion on analytics last year.

Optimization 97

Optimization Data Analytics Analytics Data-driven 97

datapine

JULY 1, 2020

We will explain the ad hoc reporting meaning, benefits, uses in the real world, but first, let’s start with the ad hoc reporting definition. Your Chance: Want to benefit from modern ad hoc reporting? The Benefits Of Ad Hoc Reporting And Analysis. Try our professional reporting software for 14 days, completely free!

Reporting 260

Reporting Dashboards Cost-Benefit Visualization 260

IBM Big Data Hub

MARCH 6, 2024

Businesses are increasingly embracing cloud infrastructure due to its scalability, flexibility and cost-effectiveness, among other benefits. Recent statistics indicate a significant rise in companies adopting cloud services to meet their operational and cost saving needs.

Optimization 73

Optimization Strategy Cost-Benefit Testing 73

datapine

OCTOBER 29, 2021

Armed with powerful visualizations and real-time data, modern weekly summary reports enable businesses to closely monitor their performance and the progress of their strategies to extract relevant insights and optimize their processes to ensure constant growth. Your Chance: Want to build great weekly status reports on your own?

Interactive 220

Interactive Reporting Dashboards Metrics 220

datapine

APRIL 3, 2020

Before looking at the benefits, features, and functions of call center reporting processes, it’s important to consider the role of a customer service center report in formulating a forward-thinking, innovative business strategy that will ultimately transform your service levels from average to exceptional (and keep them that way).

Dashboards 201

Dashboards Data-driven Reporting Analytics 201

CIO Business Intelligence

FEBRUARY 1, 2024

When organizations buy a shiny new piece of software, attention is typically focused on the benefits: streamlined business processes, improved productivity, automation, better security, faster time-to-market, digital transformation. It can help uncover hidden costs that could come back to bite you down the road.

Software 131

Software Enterprise Cost-Benefit ROI 131

CIO Business Intelligence

MARCH 19, 2025

While energy savings and waste reduction efforts may provide tangible cost benefits, the long-term reputational and regulatory advantages of ESG alignment are harder to measure. Demonstrate business value : Frame sustainability initiatives as cost-saving measures that enhance operational efficiency.

IT 59

IT Data Governance Data-driven Metrics 59