Rocket-Powered Data Science

FEBRUARY 15, 2023

Those F’s are: Fragility, Friction, and FUD (Fear, Uncertainty, Doubt). Friction occurs when there is resistance to change or to success somewhere in the project lifecycle or management chain. FUD occurs when there is too much hype and “management speak” in the discussions.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

MARCH 26, 2024

In its latest filing, the company said it continued executing cost management measures, “including limiting external hiring, employee reorganizations, and other actions” to align its investments with strategic priorities and customer needs. Dell, Staff Management, Technology Industry

Uncertainty 119

Uncertainty Forecasting Optimization Consulting 119

CIO Business Intelligence

FEBRUARY 20, 2025

HR managers need to think strategically about what their companys needs will be in the future and use this to develop requirement profiles for personnel planning. It also has a positive effect on holistic and sustainable corporate management. This is the only way to recruit staff in a targeted manner and develop their skills.

Big Data 84

Big Data Measurement Visualization Machine Learning 84

CIO Business Intelligence

AUGUST 24, 2023

It’s no surprise, then, that according to a June KPMG survey, uncertainty about the regulatory environment was the top barrier to implementing gen AI. So here are some of the strategies organizations are using to deploy gen AI in the face of regulatory uncertainty. AI is a black box.

Uncertainty 98

Uncertainty Risk Testing Enterprise 98

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

Jedox

APRIL 21, 2020

Swift changes are forcing management to rethink operating models. In the face of unprecedented uncertainty, the question is how to quickly evaluate risk, opportunities and competitively allocate capital. To understand the marginal impact of changes you need an analytical framework that measures shifts from baseline scenarios.

Uncertainty 52

Uncertainty Modeling Management Finance 52

Domino Data Lab

JUNE 23, 2019

Pete Skomoroch presented “ Product Management for AI ” at Rev. Pete Skomoroch ’s “ Product Management for AI ”session at Rev provided a “crash course” on what product managers and leaders need to know about shipping machine learning (ML) projects and how to navigate key challenges. Session Summary. It is similar to R&D.

Management 110

Management Machine Learning Experimentation Metrics 110

Sisense

MARCH 26, 2020

From daily operations and managing inventory to building virtual events to replace in-person ones, there are new threats to maintaining business continuity. To effectively identify what measures need to be taken, analytics can help to summarize and predict how companies should evolve to survive in a challenging environment.

Management 91

Management Cost-Benefit Uncertainty Digital Transformation 91

CIO Business Intelligence

MARCH 14, 2022

In How to Measure Anything , Douglas Hubbard offers an alternative definition of “measurement” to the Oxford English Dictionary’s “the size, length, or amount of something.” Hubbard defines measurement as: “A quantitatively expressed reduction of uncertainty based on one or more observations.”.

Uncertainty 105

Uncertainty Measurement Cost-Benefit Optimization 105

AWS Big Data

SEPTEMBER 9, 2024

In this post, we demonstrate how you can publish an enriched real-time data feed on AWS using Amazon Managed Streaming for Kafka (Amazon MSK) and Amazon Managed Service for Apache Flink. Amazon MSK is a fully managed service that makes it easy for you to build and run applications on AWS that use Kafka to process streaming data.

Publishing 107

Publishing Management Snapshot Dashboards 107

CIO Business Intelligence

JANUARY 11, 2024

To get back in front, IT leaders will have to transform lessons learned from 2023 into actionable, adaptable processes, as veteran technology pros have been remarkably consistent in identifying global and economic uncertainties as key challenges for IT leaders to anticipate in 2024 as well.

IT 133

IT Uncertainty Cost-Benefit Strategy 133

datapine

MAY 31, 2022

These servers are busy storing, managing, and processing data that enables users to expand or upgrade their infrastructure and retrieve files on demand. a) Software as a Service ( SaaS ) – software is owned, delivered, and managed remotely by one or more providers. Cost management and containment.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

Cloudera

DECEMBER 3, 2021

This involves identifying, quantifying and being able to measure ethical considerations while balancing these with performance objectives. Systems should be designed with bias, causality and uncertainty in mind. Uncertainty is a measure of our confidence in the predictions made by a system. System Design. Model Drift.

Uncertainty 102

Uncertainty Measurement Metrics Risk 102

Jen Stirrup

NOVEMBER 15, 2022

The foundation should be well structured and have essential data quality measures, monitoring and good data engineering practices. Of course, the findings need to add value, but how do we measure this success? Measures can be financial, tying in with the business strategy. After all, it can sound a bit woolly!

Data Science 145

Data Science Digital Transformation Data-driven Measurement 145

CIO Business Intelligence

MAY 9, 2023

Like most CIOs you’ve no doubt leaned on ROI, TCO and KPIs to measure the business value of your IT investments. Those Three Big Acronyms are still important for fine-tuning your IT operations, but success today is increasingly measured in business outcomes. Maybe you manage edge devices, too.

ROI 127

ROI Cost-Benefit KPI Uncertainty 127

CIO Business Intelligence

SEPTEMBER 20, 2023

To do so, CIOs must continuously improve their product management, program management, and delivery capabilities to wow customers and deliver competitive advantages, all while steering clear of surefire DX mistakes such as prioritizing too many initiatives and underinvesting in developing digital trailblazers.

Digital Transformation 135

Digital Transformation Uncertainty Metrics Business Objectives 135

CIO Business Intelligence

JUNE 24, 2024

At a recent supper roundtable in London, convened by the endpoint and IT management vendor NinjaOne , attendees discussed some of the industry’s most complex issues. Yet throughout the evening, the common denominator was the need to reduce uncertainty and manage risk. Here are five main takeaways from the event.

IT 98

IT Uncertainty Manufacturing Data Processing 98

Jet Global

JULY 21, 2020

Things are different now, and smart companies will develop a disciplined approach to monitoring and managing cash carefully for the long term. Let’s look at some best practices that will help companies to develop competency around cash flow management. This has huge implications for cash flow management. Dig Deeper.

Management 64

Management Sales Forecasting Measurement 64

CIO Business Intelligence

JUNE 8, 2022

Digital disruption, global pandemic, geopolitical crises, economic uncertainty — volatility has thrown into question time-honored beliefs about how best to lead IT. Thriving amid uncertainty means staying flexible, he argues. . Tumultuous times redefine what constitutes success. The past few years in IT have exemplified this.

IT 133

IT Cost-Benefit Uncertainty Digital Transformation 133

DataRobot

AUGUST 30, 2021

Using AI requires an infrastructure of software and human management. Humility Means Recognizing Uncertainty. Recognizing and admitting that uncertainty is a major step in establishing trust. A prediction might also be less certain when confronting data measurably dissimilar from the data it was trained on. Conclusion.

Uncertainty 90

Uncertainty Measurement Modeling Software 90

CIO Business Intelligence

FEBRUARY 26, 2024

CIOs and others who manage technology teams are advised to see beyond the churn of constant upskilling, and consider what people excel at: creativity and critical thinking, business strategy, and building strong relationships that increase employee satisfaction while boosting the organization’s performance.

IT 128

IT Uncertainty Strategy Testing 128

CIO Business Intelligence

JUNE 23, 2023

Other focus areas include data and content management (60%), DevOps (58%), infrastructure and application modernization (58%), automation (57%), and enterprise storage (35%). Risk Management: Risk management is a critical focus for technology professionals. Despite the pressure, IT leaders are clear on what they’re focused on.

IT 98

IT Risk Management Risk Optimization 98

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. Digital Transformation

IT 98

IT Uncertainty Optimization Cost-Benefit 98

Smart Data Collective

APRIL 18, 2019

Uncertainties are a major roadblock in automating cybersecurity. The software developers can only automate what they’re certain about, and there is an enormous amount of uncertainty in the work at hand. And typically, this is due to the lack of security expertise available to monitor and manage everything for the given network.

Behavioral Analytics 98

Behavioral Analytics Advertising Uncertainty Machine Learning 98

DataKitchen

SEPTEMBER 21, 2023

The uncertainty of not knowing where data issues will crop up next and the tiresome game of ‘who’s to blame’ when pinpointing the failure. These layers help teams delineate different stages of data processing, storage, and access, offering a structured approach to data management.

Testing 173

Testing Data Quality Predictive Modeling Metrics 173

Jet Global

MAY 5, 2020

Since the onset of the coronavirus crisis, businesses around the world are facing an unprecedented level of uncertainty. In good times, some businesses can afford to be somewhat less diligent in managing their cash flow. Cash flow management is an essential part of maintaining business continuity during the current pandemic.

Management 69

Management Finance Sales Metrics 69

CIO Business Intelligence

FEBRUARY 8, 2024

The global IT services industry is at a significant crossroads, with the explosive growth of generative AI and deepening economic uncertainties reshaping its future. Although there are efforts to boost industries such as semiconductors, there is much uncertainty about when the impact may be seen.

IT 98

IT Uncertainty Consulting Forecasting 98

CIO Business Intelligence

AUGUST 1, 2024

The measures take effect in stages: Affected companies have to follow the first rules in just six months. The implementation must not become a stalemate for companies: Long legal uncertainty , unclear responsibilities and complex bureaucratic processes in the implementation of the AI Act would hinder European AI innovation.

Risk 120

Risk Uncertainty Testing Digital Transformation 120

Occam's Razor

APRIL 8, 2013

First, you figure out what you want to improve; then you create an experiment; then you run the experiment; then you measure the results and decide what to do. For each of them, write down the KPI you're measuring, and what that KPI should be for you to consider your efforts a success. Measure and decide what to do.

Metrics 157

Metrics KPI Analytics Key Performance Indicator 157

CIO Business Intelligence

OCTOBER 25, 2023

On October 20, 2023, Okta Security identified adversarial activity that used a stolen credential to gain access to the company’s support case management system. In this breach, the user unknowingly uploaded a file that had sensitive information to Okta’s support management system.

Uncertainty 143

Uncertainty Measurement Data-driven Reporting 143

O'Reilly on Data

JULY 20, 2021

At home, where there’s no corporate IT group to create policies and automation to keep things secure, it’s next to impossible to manage all of these security issues. Does that mean we need some type of handy-person that does home device setup and management? Apple even has a manual for this type of situation.

Risk 339

Risk Software Interactive Modeling 339

IBM Big Data Hub

MARCH 25, 2024

Get the study: The Revolutionary Content Supply Chain A content supply chain brings together people, processes, and technology to effectively plan, create, produce, launch, measure, and manage content. A new way to create and manage content Any new concept or major change comes with some hesitancy and push back.

Uncertainty 97

Uncertainty Cost-Benefit Risk Measurement 97

Smart Data Collective

APRIL 30, 2020

We are also required to follow the same restrictive measures that attempt to contain or mitigate the spread of the virus. Advisable cybersecurity measures. Security measures like VPNs and multi-factor authentication (MFA) may be necessary to secure a home office. Here are some of the ways that these can be achieved.

Measurement 93

Measurement Uncertainty Risk Testing 93

DataRobot

JULY 16, 2021

Accuracy — this refers to a subset of model performance indicators that measure a model’s aggregated errors in different ways. Independent and international standards, such as ISO 27001, exist to verify an information security management system’s operation. Recognizing and admitting uncertainty is a major step in establishing trust.

Machine Learning 98

Machine Learning Uncertainty Modeling Measurement 98

CIO Business Intelligence

APRIL 16, 2024

However, the NextGen business leaders of family businesses showed uncertainty about the present owners’ and decision makers’ ability to fathom the power of digital transformation. An earlier PwC Global CEO Survey 2024 showed that 70% of business leaders believe GenAI will significantly transform future businesses and the future of businesses.

Reporting 106

Reporting Digital Transformation Uncertainty Measurement 106

CIO Business Intelligence

DECEMBER 5, 2023

Economic uncertainty, increased competition, sustainability concerns, shareholder expectations, and regulatory challenges are also top of mind. While it’s critical to control costs continuously, it becomes even more imperative during times of economic pressure,” says Jon Pratt, CIO at security managed services provider 11:11 Systems.

IT 138

IT Cost-Benefit Digital Transformation ROI 138

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

This classification is based on the purpose, horizon, update frequency and uncertainty of the forecast. A single model may also not shed light on the uncertainty range we actually face. These characteristics of the problem drive the forecasting approaches.

Forecasting 115

Forecasting Data Science Statistics Uncertainty 115