The Unofficial Google Data Science Blog

APRIL 23, 2024

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). Here, $X$ is a vector of tuning parameters that control the system's operating characteristics (e.g.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

IBM Big Data Hub

FEBRUARY 13, 2024

Driving optimal application performance while minimizing costs has become paramount as organizations strive for positive user experiences. The significance of optimizing application performance Optimizing application development and performance is a must in a world where a user’s experience can control a business’ trajectory.

Optimization 70

Optimization Metrics Machine Learning Dashboards 70

CIO Business Intelligence

JANUARY 4, 2024

The notion of pattern exists beyond IT in areas that a PCI security assessment touches, such as employee pre-employment practices, awareness security training, risk assessment methodology, or third-party service provider management. That, in turn, reduces IT cost, the time it takes staff to learn the environment, and the time to market.

Optimization 99

Optimization Cost-Benefit Reporting Enterprise 99

Smart Data Collective

FEBRUARY 23, 2023

By analyzing data and extracting useful insights, brands can make informed decisions to optimize their branding strategies. This article will explore data mining and how it can help online brands with brand optimization. Predicting Customer Churn Data mining can be used to predict which customers are at risk of leaving a brand.

Data mining 126

Data mining Optimization Technology Marketing 126

Cloudera

DECEMBER 19, 2023

There, I met with IT leaders across multiple lines of business and agencies in the US Federal government focused on optimizing the value of AI in the public sector. AI can optimize citizen-centric service delivery by predicting demand and customizing service delivery, resulting in reduced costs and improved outcomes.

Optimization 85

Optimization Cost-Benefit Unstructured Data Risk 85

John Wheeler

NOVEMBER 24, 2020

However, for security and risk management professionals it can make a huge difference. Take for example the terms cyber risk, digital risk and the digitalization of risk management. Viewed together, the three terms represent key aspects of integrated risk management (IRM). For Shakespeare’s Juliet, not much.

Risk Management 85

Risk Management Risk Management Technology 85

CIO Business Intelligence

OCTOBER 2, 2023

Noting potential pitfalls and best practices for an easy certification can help mitigate risk, maximize return on investment, and save money. With tight IT budgets getting tighter, many Oracle licensees with Unlimited Licensing Agreements (ULAs) are tempted to consider an exit plan to avoid the pinch of rising support costs.

ROI 88

ROI Optimization Enterprise Modeling 88

CIO Business Intelligence

JUNE 23, 2023

Respondents were asked about their current IT stressors, their approach to modernizing their IT infrastructure, and how they plan to become more efficient and optimized in the years ahead. It helps reduce risk, increase efficiency, optimize resources, and improve both the customer and employee experience.

IT 97

IT Risk Management Risk Optimization 97

AWS Big Data

NOVEMBER 17, 2023

Starting today, the Athena SQL engine uses a cost-based optimizer (CBO), a new feature that uses table and column statistics stored in the AWS Glue Data Catalog as part of the table’s metadata. Let’s discuss some of the cost-based optimization techniques that contributed to improved query performance.

Optimization 108

Optimization Statistics Metadata Data Lake 108

O'Reilly on Data

NOVEMBER 13, 2018

There are also many important considerations that go beyond optimizing a statistical or quantitative metric. As we deploy ML in many real-world contexts, optimizing statistical or business metics alone will not suffice. Models will need to be customized (for specific locations, cultural settings, domains, and applications).

Machine Learning 220

Machine Learning Risk Management Statistics 220

CIO Business Intelligence

FEBRUARY 14, 2024

People aren’t going back and decluttering because there’s no cost to that — except in your risk profile and your decreased search performance,” says Buckley. Introduce gen AI capabilities without thinking about data hygiene, he warns, and people will be disillusioned when they haven’t done the pre work to get it to perform optimally.

IT 142

IT Metadata Data-driven Management 142

IBM Big Data Hub

OCTOBER 16, 2023

In addition, real-time monitoring helps to comply with SLAs, reduce risks and safeguard your operations. Resource allocation can then be managed by optimizing efficiency and eliminating waste. You can ensure optimal resource allocation and discover any irregularities or spikes that may impair performance by analyzing CPU utilization.

Risk 72

Risk Optimization Interactive Management 72

Smart Data Collective

JULY 8, 2021

Let’s talk about some benefits and risks of artificial intelligence. The AI world is experiencing fast development and we will soon have new AI-powered machines with optimized machine learning abilities. This data helps us get a deeper insight into the processes and allow us to optimize them even better. Better efficiency.

Risk 141

Risk Cost-Benefit Machine Learning Deep Learning 141

IBM Big Data Hub

MAY 8, 2023

This blog continues the discussion, now investigating the risks of adopting AI and proposes measures for a safe and judicious response to adopting AI. This blog continues the discussion, now investigating the risks of adopting AI and proposes measures for a safe and judicious response to adopting AI.

Insurance 71

Insurance Risk Testing Data Quality 71

IBM Big Data Hub

JULY 10, 2023

Vibration analysis (or vibration monitoring) is a powerful diagnostic tool for identifying, monitoring and preventing mechanical failures in rotating and reciprocating machinery. At its core, vibration analysis is the study of the oscillatory motions of machines and their components around an established equilibrium point.

Optimization 57

Optimization IT Measurement Cost-Benefit 57

Smart Data Collective

FEBRUARY 14, 2023

However, it is important to understand the benefits and risks associated with cloud computing before making the commitment. However, there are some risks associated with using cloud-based software for business purposes. Firstly, there is always the risk of data breaches due to cyber-attacks or human error.

Risk 98

Risk Cost-Benefit Software Technology 98

IBM Big Data Hub

JUNE 19, 2023

Companies can manufacture products closer to the consumer, reducing the risk of disruption caused by natural disasters and geopolitical instability. The European Union and China are investing trillions in their economies to rebuild local industries and create a less risk-prone supply chain.

Risk 81

Risk Manufacturing Reporting Modeling 81

Smart Data Collective

APRIL 19, 2021

But in most instances, the real risk comes from within. From conversing on personal devices (BYODs) to sending documents to the wrong recipient, or using unsecured applications for transfers, the risk for potential leaks is high. Around 66% of all data leaks are caused by employees making mistakes with digital records.

Risk 121

Risk Management Measurement Optimization 121

CIO Business Intelligence

MARCH 3, 2024

Its conclusions were less than optimal. And only 45 percent of CISOs were very or somewhat concerned about the risks of unsecured printers, compared to 72 percent of CIOs. For its 2023 Security Priorities report, Foundry surveyed 790 IT security workers to understand their projects and priorities.

IT 106

IT Measurement Risk Testing 106

DataRobot

AUGUST 27, 2021

Individuals who will identify as at-risk students. After the students enroll in the university program, it’s essential for a university to track its students’ progress to pinpoint those who are at-risk and determine what kind of assistance they need to graduate. Prospective students who will pass preliminary admission screenings.

Optimization 97

Optimization Cost-Benefit Machine Learning Risk 97

CIO Business Intelligence

AUGUST 16, 2023

But now, routes are optimized according to the filling levels in the vessels, which are owned by the Swedish Transport Administration, yet Svevia is responsible for emptying them through a number of subcontractors around the country. “We Since the route optimization came into place, fewer emptyings are required, he notes.

Risk 87

Risk Cost-Benefit Digital Transformation Internet of Things 87

CIO Business Intelligence

DECEMBER 19, 2023

Their steady income stream and relatively low risk compared to equities make them an especially important component of pension and retirement planning. Each type of issuer presents a different level of risk and tax treatment. Bonds are issued by different entities such as governments, municipalities, and corporations.

Risk 52

Risk Cost-Benefit Unstructured Data Data-driven 52

CIO Business Intelligence

APRIL 11, 2024

But with Amazon Web Services (31%), Microsoft Azure (24%), and Google Cloud Platform (11%) accounting for two thirds of the worldwide market, according to Synergy Research Group, Oracle Cloud Infrastructure (OCI) remains distantly behind the behemoths, leaving many to question whether Oracle’s cloud gains are enough to make it a contender.

Enterprise 124

Enterprise IT Data Processing Strategy 124

Smart Data Collective

FEBRUARY 3, 2022

If a company fails to do so, customer satisfaction is put at risk. If errors like this happen often, your business’s reputation is put at risk. The data is essential for optimizing the business, thus, increasing the profits. Types of subscription data. Knowing how to find iTunes subscriptions is the first part of the process.

Optimization 109

Optimization Data Analytics Modeling Analytics 109

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Helps you to determine areas of abnormal losses and profits to optimize your trading algorithm. For example, the trading duration, volatility and risk involved, among other things. But first, What is DirectX Anyway?

Visualization 133

Visualization Optimization Analytics Testing 133

CIO Business Intelligence

DECEMBER 5, 2023

IT leaders have always needed to exercise fiscal responsibility while meeting business demands for technology. But as digital transformation efforts have intensified in recent years, CIOs have had fewer opportunities to pause and reevaluate IT’s financial situation. But it’s not the only one.

IT 137

IT Cost-Benefit Digital Transformation ROI 137

CIO Business Intelligence

FEBRUARY 1, 2023

As organizations of all stripes continue their migration to the cloud, they are coming face to face with sometimes perplexing cost issues, forcing them to think hard about how best to optimize workloads, what to migrate, and who exactly is responsible for what. You need to “identify benefits and risks,” Seiter said.

Optimization 111

Optimization Cost-Benefit Consulting Strategy 111

IBM Big Data Hub

MAY 1, 2023

However, regardless of your cloud cost optimization strategy, achieving operational excellence at scale and taking advantage of the elasticity of the cloud requires software that optimizes your consumption simultaneously for performance and cost—and makes it easy for you to automate it, safely and confidently.

Optimization 84

Optimization ROI Consulting Dashboards 84

Smart Data Collective

JULY 20, 2022

A growing number of businesses use big data technology to optimize efficiency. While there are various interpretations or models to address such problems, Lean Thinking can contribute to the implementation of more optimal projects for a business. Data-driven decision-making has become a major element of modern business.

Data-driven 124

Data-driven Optimization Big Data Data Strategy 124

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 73

Optimization Data Analytics Analytics Data-driven 73

IBM Big Data Hub

APRIL 25, 2024

Suggested mitigations and “what-if” analysis comparing different resolution options can help clients and support personnel identify the best option, given their chosen risk profile. With access to various guides and past interactions, many inquiries can be first be addressed through self-service.

IT 70

IT Interactive Snapshot Enterprise 70

IBM Big Data Hub

OCTOBER 16, 2023

As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. It encompasses risk management and regulatory compliance and guides how AI is managed within an organization.

Risk 75

Risk Modeling Management Metadata 75

CIO Business Intelligence

FEBRUARY 22, 2024

With the aim to accelerate innovation and transform its digital infrastructures and services, Ferrovial created its Digital Hub to serve as a meeting point where research and experimentation with digital strategies could, for example, provide new sources of income and improve company operations. One of the main strategic transversal areas is AI.

IT 101

IT Digital Transformation IoT Cost-Benefit 101

Smart Data Collective

OCTOBER 13, 2021

It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. By processing and analyzing big amounts of data, they can help you establish optimized pricing plans. Hire machine learning to make optimal pricing decisions. Price optimization without machine learning is incomplete.

Machine Learning 125

Machine Learning Optimization Software Modeling 125

Decision Management Solutions

MARCH 4, 2020

Balancing key profit drivers such as revenue, risk, & costs is central to success in lending and many other high volume, transactional decisions targeted with Decision Management. Add mathematical optimization and you can go even further. It will show you the value of decision optimization and identify the critical success factors.

Optimization 83

Optimization Cost-Benefit Publishing Strategy 83

Jet Global

MARCH 30, 2021

A study published in the Journal of Management Accounting Research found a clear link between board risk oversight and more effective tax-planning practices. Take Responsibility for Risk Oversight. Take Responsibility for Risk Oversight. Engage in Risk-Monitoring Activities on a Regular and Systematic Basis.

Risk Management 98

Risk Management Risk Strategy Enterprise 98

DataRobot Blog

MAY 10, 2022

Addressing the Key Mandates of a Modern Model Risk Management Framework (MRM) When Leveraging Machine Learning . The regulatory guidance presented in these documents laid the foundation for evaluating and managing model risk for financial institutions across the United States. To reference SR 11-7: .

Risk 64

Risk Modeling Machine Learning Data Quality 64