The Unofficial Google Data Science Blog

DECEMBER 14, 2021

by AMIR NAJMI & MUKUND SUNDARARAJAN Data science is about decision making under uncertainty. Some of that uncertainty is the result of statistical inference, i.e., using a finite sample of observations for estimation. But there are other kinds of uncertainty, at least as important, that are not statistical in nature.

Uncertainty 56

Uncertainty Statistics Measurement Cost-Benefit 56

CIO Business Intelligence

JANUARY 9, 2023

Economic uncertainty Organizations are concerned about multiple economic forces that are all causing uncertainty, says Srinivas Mukkamala, chief product officer at Ivanti. How do you future-proof your business in the face of so much uncertainty? How do we grow our business responsibly?”

IT 145

IT Uncertainty Cost-Benefit Digital Transformation 145

Smart Data Collective

OCTOBER 6, 2023

One of the biggest benefits of data analytics is that it helps companies improve stability during times of uncertainty. Understanding the dynamics of seasonal shifts is crucial for companies to operate efficiently, reduce costs, and maximize profits. It is easier to do so with the use of data derived from predictive analytics.

Management 116

Management Analytics Predictive Analytics Cost-Benefit 116

CIO Business Intelligence

AUGUST 7, 2023

As IT leaders feel pressure from the C-Suite to be more efficient, as well as cut costs and optimize resources, respondents of the survey ranked faster DevOps processes, automated processes, and increasing overall output as the top three measures that would be most impactful to increasing efficiency.

IT 83

IT Uncertainty Optimization Cost-Benefit 83

CIO Business Intelligence

OCTOBER 12, 2023

Premium Plus includes access to sustainability insights derived from business processes’ carbon footprints and financial costs (SAP’s “ green ledger ”), new generative AI capabilities accessed through its Joule virtual assistant, improved forecasting, and the ability to create a portal for suppliers to simplify spend management.

Cost-Benefit 121

Cost-Benefit Uncertainty Enterprise Risk 121

CIO Business Intelligence

JULY 31, 2023

They note, too, that CIOs — being top technologists within their organizations — will be running point on those concerns as companies establish their gen AI strategies. Here’s a rundown of the top 20 issues shaping gen AI strategies today. So, what are the concerns that will complicate the enterprise gen AI playbook?

Strategy 94

Strategy Risk Enterprise Risk Management 94

CIO Business Intelligence

MARCH 23, 2023

As the world continues to experience economic uncertainty, IT leaders look to tighten budgets, consolidate tools and resources, and generally become more risk-averse when evaluating new investments. So how can you request a new investment from your decision-makers while ensuring minimal costs and maximum ROI this year? to just 2.2%

Scorecard 59

Scorecard Cost-Benefit ROI IT 59

datapine

MAY 31, 2022

3) Cloud Computing Benefits. It provides better data storage, data security, flexibility, improved organizational visibility, smoother processes, extra data intelligence, increased collaboration between employees, and changes the workflow of small businesses and large enterprises to help them make better decisions while decreasing costs.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

CIO Business Intelligence

AUGUST 5, 2022

Enterprises driving toward data-first modernization need to determine the optimal multicloud strategy, starting with which applications and data are best suited to migrate to cloud and what should remain in the core and at the edge. A hybrid approach is clearly established as the optimal operating model of choice. The HPE GreenLake Advantage.

IT 87

IT Manufacturing Business Objectives Cost-Benefit 87

CIO Business Intelligence

MARCH 23, 2022

Once an IT leader is regarded as essential by his or her employer, recognition rises, colleagues begin listening, project doors swing open, and salaries and benefits skyrocket. The long-term reward will be lower IT costs, a path to automation, less repetitive work, and a happier workforce that enjoys travelling at the cutting edge.

IT 133

IT Optimization Uncertainty Testing 133

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.

Cost-Benefit 300

Cost-Benefit Advertising ROI Machine Learning 300

CIO Business Intelligence

AUGUST 7, 2023

Foundry / State of the CIO That distinct view, coupled with ongoing pressure to accelerate digital business brought on by pandemic-era changes and economic uncertainties , have launched CIOs into the change management hot seat. If you are not actively doing that, you won’t be a change maker.”

IT 83

IT Sales Manufacturing Cost-Benefit 83

Jet Global

AUGUST 6, 2020

Andy Burrows is a UK-based finance consultant who coaches businesses all over the world to drive performance using data and financial strategies that work in practice, not just in theory. That’s what I think is really important—benefiting the business. Follow him on LinkedIn or on his website Supercharged Finance. .

Strategy 96

Strategy Finance Forecasting Consulting 96

Cloudera

JUNE 1, 2021

Cloudera will benefit from the operating capabilities, capital support and expertise of Clayton, Dubilier & Rice (CD&R) and KKR – two of the most experienced and successful global investment firms in the world recognized for supporting the growth strategies of the businesses they back. Our strategy. Wrapping it up.

Uncertainty 144

Uncertainty Cost-Benefit Risk Strategy 144

CIO Business Intelligence

JUNE 22, 2022

Unfortunately, many organizations find themselves susceptible to the tactics used by consultants to manage their risk and optimize a commercial arrangement to their benefit. This takes planning. Following are the primary tactics organizations must be aware of: 1. Establishing relationship leverage.

Consulting 117

Consulting Uncertainty Cost-Benefit Risk 117

Cloudera

DECEMBER 21, 2020

Retailers are increasingly relying on a hybrid cloud strategy to run their business — it is not uncommon for them to store sensitive data on private cloud while running their customer-facing website on public cloud so that it can scale. Enhancing Online Customer Experience with Data .

Data-driven 93

Data-driven Data Strategy Strategy Cost-Benefit 93

IBM Big Data Hub

MARCH 25, 2024

Modernizing a workflow to introduce a content supply chain means disruption and uncertainty. These new technologies can garner a lot of power and a level of uncertainty. The global adoption of generative AI is upon us, and it’s essential for marketing organizations to understand and play in this space to stay competitive.

Uncertainty 97

Uncertainty Cost-Benefit Risk Measurement 97

CIO Business Intelligence

MAY 9, 2023

Cloud-first strategy” became a cure-all for datacenter impediments, as well as an IT leader’s tentpole for digital transformation. Others conducted apples-to-apples comparisons of public cloud versus on-premises costs. You might even operate out of a colo facility for the benefits cloud adjacency affords you in reducing latency.

ROI 112

ROI Cost-Benefit KPI Uncertainty 112

CIO Business Intelligence

JULY 7, 2023

As an IT management framework, ITIL 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. ITIL certification is near the top of almost every list of must-have IT certifications, and for good reason.

Cost-Benefit 96

Cost-Benefit Strategy Management Uncertainty 96

erwin

AUGUST 13, 2020

Today, enterprises are trying to grow and innovate – while cutting costs and managing compliance – in the midst of a global pandemic. Here are some of the issues and questions being raised: Growth : How do we define growth strategies (e.g., Compliance and Legislation : How do we manage uncertainty around legislative change (e.g.,

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

CIO Business Intelligence

FEBRUARY 13, 2023

Multi-cloud, however, is not just mission-effective, but cost-effective as well, allowing federal agencies the freedom to shop around to determine the best and most transparent fit for their own environments. As a long-term supplier to the U.S. This means future IT and data management models will take a hybrid approach.

IT 59

IT Uncertainty Sales Risk 59

Smart Data Collective

SEPTEMBER 7, 2021

Data-based insights can help make the right decisions, keep up with market trends and navigate the uncertainty. Here’s a brief overview of the top benefits it brings: A better understanding of the customer. This information can further be used in marketing strategies. However, this process can be automated.

Big Data 126

Big Data Technology Cost-Benefit Predictive Analytics 126

IBM Big Data Hub

FEBRUARY 12, 2024

This trend grows stronger as organizations realize the benefits that come from the power of real-time data streaming. Also, granting teams reliable access to relevant event catalogs allows them to reuse events to gain more benefits from individual streams. To be productive, teams within an organization require access to events.

Data-driven 77

Data-driven Cost-Benefit Uncertainty Technology 77

CIO Business Intelligence

MARCH 9, 2023

In an IT marketplace marked by turbulence, inflation, and economic uncertainty, the process of contracting with vendors for technology products and services has gotten significantly more challenging for CIOs. Pricing models and metrics can also be complex, making it difficult to understand when additional costs might kick in, Alexander says.

Cost-Benefit 104

Cost-Benefit Risk Uncertainty Technology 104

Jen Stirrup

NOVEMBER 15, 2022

However, organizations can be supported by a synergistic approach by integrating systems thinking with the data strategy and technical perspective. . – Clarence Day (1874–1935), American essayist. Why do organizations get stuck with their data? It is such a fundamental question.

Data Science 145

Data Science Digital Transformation Data-driven Measurement 145

CIO Business Intelligence

MAY 23, 2023

By extending our multi-cloud strategy, we will invest in extending Vmware’s software stack to run and manage workloads across private and public clouds, which means any enterprise can run application workloads easily, securely, and seamlessly on-prem, or in any cloud platform they prefer. To learn more, visit Broadcom.

Uncertainty 129

Uncertainty Cost-Benefit Risk Technology 129

CIO Business Intelligence

SEPTEMBER 20, 2023

Equally important, the documented vision is a tool for agile teams to make implementation decisions when there are multiple ways to solve problems, each with different benefits and tradeoffs. They are afraid of failure and the uncertainty of knowledge work, and so that’s stressful.

Digital Transformation 124

Digital Transformation Uncertainty Metrics Business Objectives 124

CIO Business Intelligence

MARCH 8, 2023

Enterprises driving toward data-first modernization need to determine the optimal multicloud strategy, starting with which applications and data are best suited to migrate to cloud and what should remain in the core and at the edge. A hybrid approach is clearly established as the optimal operating model of choice.

Manufacturing 77

Manufacturing Business Objectives Cost-Benefit Uncertainty 77

CIO Business Intelligence

OCTOBER 12, 2022

By Bryan Kirschner, Vice President, Strategy at DataStax. Now technology has become such an indispensable tool to drive revenue or remove costs that CIOs are just as likely to be asked to do more in the face of a downturn rather than less. About Bryan Kirschner : Bryan is Vice President, Strategy at DataStax.

Cost-Benefit 77

Cost-Benefit Advertising Uncertainty Strategy 77

CIO Business Intelligence

JUNE 28, 2023

These circumstances have induced uncertainty across our entire business value chain,” says Venkat Gopalan, chief digital, data and technology officer, Belcorp. “As To address the challenges, the company has leveraged a combination of computer vision, neural networks, NLP, and fuzzy logic.

Digital Transformation 85

Digital Transformation Cost-Benefit Informatics Data mining 85

BizAcuity

MARCH 18, 2019

Credit scoring systems and predictive analytics model attempt to quantify uncertainty and provide guidance for identifying, measuring and monitoring risk. Benefits of Predictive Analytics in Unsecured Consumer Loan Industry. The consumer lending business is centered on the notion of managing the risk of borrower default.

Predictive Analytics 83

Predictive Analytics Analytics Cost-Benefit Data mining 83

CIO Business Intelligence

APRIL 5, 2022

By 2022, 55% of organizations will be boosting resiliency, as well as improving profitability, innovation rates, and cost efficiencies by more than 20% compared to their peers. How do you efficiently manage both on-premises and cloud, and at the same time keeping an eye out on costs? What does successful transformation look like?

Digital Transformation 95

Digital Transformation Cost-Benefit Uncertainty Technology 95

CIO Business Intelligence

JUNE 2, 2022

Businesses today have faced greater levels of uncertainty than ever before. As a result, businesses benefit from greater productivity, better protection on service-level agreements (SLAs) and improved sustainability. Flexibility to adapt to IT team demands. Ease of implementation and use.

Uncertainty 111

Uncertainty Software Reporting Cost-Benefit 111

CIO Business Intelligence

FEBRUARY 24, 2023

Tanzu is a central part of VMware’s software portfolio and its multi-cloud strategy, and will remain that way after Broadcom’s acquisition of VMware closes. Air Force Software Factory is now self-sustaining, employing more than 1200 people who build mission critical systems that will increasingly leverage a multi-cloud strategy.

Software 101

Software Uncertainty Risk Cost-Benefit 101

CIO Business Intelligence

JANUARY 12, 2023

In many ways, the manufacturing industry stands on edge—emerging from a pandemic and facing all-time highs in demand yet teetering on inflation-related economic uncertainty and coping with skilled labor shortages. 2] As with any advancement in technology, edge computing comes with benefits and drawbacks. A lot of it.

Manufacturing 75

Manufacturing Technology IoT Internet of Things 75

Jedox

OCTOBER 8, 2020

It’s about the preparation for a range of possible outcomes, the likelihood of each outcome, and developing corresponding strategies to maximize the long-term benefit. We are currently operating in an environment with a very high (if not the highest ever) level of VUCA, (Volatility, Uncertainty, Complexity, Ambiguity).

Uncertainty 75

Uncertainty Cost-Benefit Unstructured Data Data-driven 75

IBM Big Data Hub

APRIL 18, 2024

This is the potential of artificial general intelligence (AGI), a hypothetical technology that may be poised to revolutionize nearly every aspect of human life and work. Imagine a self-driving car piloted by an AGI. It cannot only pick up a passenger from the airport and navigate unfamiliar roads but also adapt its conversation in real time.

Cost-Benefit 89

Cost-Benefit Modeling Manufacturing Interactive 89