AWS Big Data

DECEMBER 8, 2023

In 2021, FanDuel’s workloads almost tripled since they first started using Amazon Redshift in 2018, and they started evaluating Redshift RA3 nodes vs. DC2 nodes to take advantage of the storage and compute separation and deliver better performance at lower costs. The following diagram illustrates this architecture.

Data Warehouse 70

Data Warehouse Cost-Benefit KPI Risk 70

AWS Big Data

MARCH 29, 2024

Finally, Nexthink details the benefits achieved by adopting Amazon MSK. This allows IT to evolve from reactive problem-solving to proactive optimization. The next sections detail our modernization journey, including the challenges we faced and the benefits we realized with our new cloud-centered, AWS-based architecture.

Cost-Benefit 94

Cost-Benefit Data-driven Metrics Management 94

CIO Business Intelligence

MAY 16, 2022

ITIL’s systematic approach to IT service management (ITSM) can help businesses manage risk, strengthen customer relations, establish cost-effective practices, and build a stable IT environment that allows for growth, scale, and change. For more information on the benefits of the latest version of ITIL, see “ ITIL 4: ITSM gets agile.”.

IT 104

IT Cost-Benefit ROI Risk 104

Smart Data Collective

SEPTEMBER 11, 2020

An article in CISCOMAG talks about the benefits of using AI in improving network security. The number of IoT devices is projected to skyrocket from 10 billion to 64 billion between 2018 and 2025. AI will also employ cost-effectiveness in developing and maintaining networking systems. Growing Importance of AI in Networking.

Technology 97

Technology IoT Internet of Things Cost-Benefit 97

Rocket-Powered Data Science

DECEMBER 15, 2018

If we cannot know that ( i.e., because it truly is unsupervised learning), then we would like to know at least that our final model is optimal (in some way) in explaining the data. The objective function (also known as cost function, or benefit function) provides an objective measure of model performance.

Machine Learning 171

Machine Learning Optimization Metrics Modeling 171

Smart Data Collective

MARCH 23, 2022

One of the overlooked benefits of AI in website optimization pertains to ADA compliance. between Q1 of 2017 and Q1 of 2018. Smooth navigation, easy-to-understand language, and non-clashing colors will benefit everyone who visits your site. Use AI to Reach More Potential Customers and Avoid Costly Lawsuits.

Cost-Benefit 100

Cost-Benefit Data mining Sales Testing 100

Smart Data Collective

JUNE 7, 2019

One of the most fascinating things about big data is its ability to optimize the design of products that have pre-dated digital technology by centuries. New advances in big data and artificial intelligence are making magnets more versatile and cost-effective to consumers and industrial leaders on either side of the globe.

Big Data 76

Big Data Cost-Benefit Predictive Analytics Manufacturing 76

Domino Data Lab

JULY 2, 2019

SQL optimization provides helpful analogies, given how SQL queries get translated into query graphs internally , then the real smarts of a SQL engine work over that graph. Program Synthesis Papers at ICLR 2018 ” – Illia Polosukhin (2018-05-01). Program Synthesis is Possible ” – Adrian Sampson (2018-05-09).

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

CIO Business Intelligence

MAY 11, 2022

The result was a new approach to optimizing IT planning that more closely mirrors the business. Loura joined Lumentum in October of 2018, bringing with him three decades of IT leadership experience. Now let me refine that and create a service that everybody can benefit from.”. billion and 5,000 employees around the world.

Sales 84

Sales Cost-Benefit Manufacturing Optimization 84

BizAcuity

JULY 26, 2021

According to the 2019 report by Flexera enterprises with a hybrid strategy grew to 58% in 2019 from 51% in 2018. Reduced costs . A hybrid cloud model helps organizations increase their speed by optimizing IT performance and providing the agility to meet the ever-changing business demands. . Hardware costs.

IT 52

IT Cost-Benefit Data Processing Risk 52

Insight

MARCH 27, 2019

It utilizes Bayesian optimization for discovering data augmentation strategies tailored to your image dataset. To address this problem, Google published AutoAugment last year, which discovers optimized augmentations for the given dataset using reinforcement learning. 2018 , blog ). Be modular and user-friendly.

Optimization 75

Optimization Cost-Benefit Modeling Strategy 75

datapine

SEPTEMBER 27, 2022

Originally published in 2018, the book has a second edition that was released in January of 2022. Your Chance: Try a professional SQL BI software 14-days for free Explore our free trial and benefit from fast & efficient data quering today! 4) “SQL Performance Explained” by Markus Winand. Best Advanced SQL Books.

Business Intelligence 292

Business Intelligence Data Warehouse Data Processing Data mining 292

CDW Research Hub

JULY 5, 2019

Adding NVMe to the established benefits of flash, including improved performance and lower power consumption, has made all-flash arrays the right storage choice for many data centers, but is it right for yours? Will your organization benefit from all-flash storage? Reducing excessive costs from existing hyperscale cloud providers.

Cost-Benefit 40

Cost-Benefit Data Processing Data-driven Optimization 40

Smarten

MARCH 19, 2019

In today’s competitive business market, every senior executive looks at risk, value and calculations like return on investment (ROI) and total cost of ownership (TCO) before approving a budget. When a business chooses a self-serve advanced analytics solution, the benefits go beyond cost-effective, collaborative tools.

ROI 40

ROI Analytics Cost-Benefit Predictive Modeling 40

datapine

AUGUST 14, 2019

Thanks to modern data analysis tools , today the costs are decreased since all the data is stored on a cloud and speeds up the process to make better business decisions. The tools for data science benefit both scientists and analysts in their data quality management and control processes. Our Top Data Science Tools.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

Ontotext

DECEMBER 30, 2022

In 2019 the market for graph databases and knowledge graphs started heating up – appearing on Gartner’s hype curves in 2018. GraphDB 10 brings smarter and simpler cluster architecture enabling, among other benefits, best in class resilience and reduced infrastructure costs. His secondary objective was to ensure the U.S.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

Ontotext

DECEMBER 30, 2022

In 2019 the market for graph databases and knowledge graphs started heating up – appearing on Gartner’s hype curves in 2018. GraphDB 10 brings smarter and simpler cluster architecture enabling, among other benefits, best in class resilience and reduced infrastructure costs. Typical memory usage is now 15% to 20% less.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

Jet Global

AUGUST 14, 2019

While the technology behind enabling computers to simulate human thought has been developing, at times slowly, over the past half-century, the cost of implementation, readily available access to cloud computing, and practical business use cases are primed to help AI make a dramatic impact in the enterprise over the next few years.

Enterprise 70

Enterprise OLAP Business Intelligence Cost-Benefit 70

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

by THOMAS OLAVSON Thomas leads a team at Google called "Operations Data Science" that helps Google scale its infrastructure capacity optimally. Based on the decisions being made and how quickly plans can adjust to new forecast updates, what is the cost of forecasting too high or too low? Our team does a lot of forecasting.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

Jet Global

OCTOBER 2, 2019

While the technology behind enabling computers to simulate human thought has been developing, at times slowly, over the past half-century, the cost of implementation, readily available access to cloud computing, and practical business use cases are primed to help AI make a dramatic impact in the enterprise over the next few years.

Enterprise 40

Enterprise OLAP Business Intelligence Cost-Benefit 40

CIO Business Intelligence

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. We will pick the optimal LLM. But the foray isn’t entirely new. We use AWS and Azure.

Cost-Benefit 123

Cost-Benefit Digital Transformation Machine Learning Optimization 123

datapine

OCTOBER 21, 2020

In fact, healthcare analytics has the potential to reduce costs of treatment, predict outbreaks of epidemics, avoid preventable diseases, and improve the quality of life in general. We will then look at 18 big data examples in healthcare that already exist and that medical-based institutions can benefit from.

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364

O'Reilly on Data

NOVEMBER 28, 2023

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. How will AI adopters react when the cost of renting infrastructure from AWS, Microsoft, or Google rises? How do businesses benefit from AI?

Enterprise 267

Enterprise Modeling Testing Reporting 267

O'Reilly on Data

APRIL 5, 2023

In 2018, Reuters reported that Amazon had scrapped an AI recruiting tool that had developed a bias against female applicants. The bat, he tells us, costs a dollar more than the ball. How much does the ball cost? What are the benefits and who benefits?’” As human beings, we tend to favor simple solutions.

Cost-Benefit 273

Cost-Benefit Data-driven Measurement Visualization 273

bridgei2i

MAY 19, 2021

They touch upon the role of GICs in driving the digital transformation agenda, the high visibility it brings to all functional areas of an organization, and the part it plays in bridging the gap between growth inefficiencies and cost management. This industry initially was, of course, everybody came to India and played a cost arbitrage game.

Enterprise 75

Enterprise Digital Transformation Marketing Cost-Benefit 75

Insight

MARCH 5, 2019

Not only are undesired or irrelevant recs wasting our time, but they are also costing media companies millions of dollars every year. Matrix factorization in Keras with an Adam optimizer is used because it outperforms other machine learning algorithms for predicting ratings (Mean Average Error = 0.693).

Machine Learning 71

Machine Learning Internet of Things Recreation/Entertainment IoT 71

Smart Data Collective

MAY 17, 2021

A fleet must be outfitted with these technologies to benefit, whether natively or after the fact using add-on solutions. billion in 2018. Growing requirement or not, there are many benefits of standardizing big data within fleet management operations. Organizations have already realized this. Improved Fleet Management Controls.

Big Data 100

Big Data Cost-Benefit IoT Machine Learning 100

IBM Big Data Hub

AUGUST 1, 2023

Organizations that utilize them correctly can see a myriad of benefits—from increased operational efficiency and improved decision-making to the rapid creation of marketing content. But what makes the generative functionality of these models—and, ultimately, their benefits to the organization—possible?

Modeling 58

Modeling Cost-Benefit Data Lake Machine Learning 58

CIO Business Intelligence

SEPTEMBER 1, 2023

based semiconductor giant opted to implement SDN within its chip-making facilities for the scalability, availability, and security benefits it delivers. Intel’s core partner on the SDN project is confident the benefits will continue to have a sizable benefit — even for a company of Intel’s size.

Manufacturing 129

Manufacturing IT Cost-Benefit IoT 129

Domino Data Lab

AUGUST 22, 2019

[Note: In more technical machine learning terms, the cost function of the skip-gram architecture is to maximize the log probability of any possible context word from a corpus given the current target word.] A major benefit of fastText. With CBOW, it is the inverse: The target word is predicted based on the context words. this chapter.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

BizAcuity

MARCH 8, 2019

Every single line of business in the event industry has employees working in it and needs to think about how to use predictive analytics tools and advancements in optimizing the selection and output of their workforce. For the event industry the benefits of workforce analytics approach include-. Image Source: [link].

Analytics 73

Analytics Prescriptive Analytics Cost-Benefit Metrics 73

CIO Business Intelligence

MARCH 6, 2023

CIOs along with researchers, consultants, and advisors agree that IT must change itself, how it works and how it organizes its workers, if it wants to gain the most benefits out of cloud computing. Moreover, the digital services team, because it is centralized, does this more efficiently, saving costs she says.

IT 133

IT Strategy Cost-Benefit Consulting 133

Cloudera

DECEMBER 12, 2018

Greg Rahn: It seems just astounding that we have an order of magnitude more data in a single table in 2018, than an entire company had in their single largest database in 2004. Data gives you benefits. Or they may not use Teradata to store all their archival history data that totals hundreds of terabytes, due to cost.

Data Warehouse 42

Data Warehouse Marketing Big Data Data Lake 42

Smart Data Collective

JUNE 30, 2023

We have written extensively about the benefits of using artificial intelligence in the financial sector. This article explores the benefits and limitations of AI in personal finance management and highlights tools and solutions for achieving financial goals.

Insurance 80

Insurance Finance Cost-Benefit Strategy 80

datapine

NOVEMBER 27, 2019

According to Gartner, poor data quality is estimated to cost organizations an average of $15 million per year in losses. We detailed the benefits and costs of good or bad quality data in our previous article on data quality management , where you can read the five important pillars to follow.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

IBM Big Data Hub

FEBRUARY 9, 2024

Prior to the current hype cycle, generative machine learning tools like the “Smart Compose” feature rolled out by Google in 2018 weren’t heralded as a paradigm shift, despite being harbingers of today’s text generating services. Here are some important current AI trends to look out for in the coming year.

Cost-Benefit 100

Cost-Benefit Modeling Data-driven Enterprise 100

Jet Global

SEPTEMBER 19, 2023

In fact, a recent Gartner report on cloud expenditure found that cross-industry cloud spend has risen from 8% as a percentage of total IT spend in 2018 to 16% in 2022. But the constant noise around the topic – from cost benefit analyses to sales pitches to technical overviews – has led to information overload. Enable cookies.

Cost-Benefit 52

Cost-Benefit Data Warehouse Reporting Enterprise 52