CIO Business Intelligence

NOVEMBER 15, 2023

One vehicle might be an annual report, one similar to those that have been published for years by public companies—10ks and 10qs and all those other filings by which stakeholders judge a company’s performance, posture, and potential. Such a report has a legacy already, if only a short one. Remind yourself of these principles as you work.

Publishing 124

Publishing Reporting IT Finance 124

Smart Data Collective

JUNE 19, 2019

The Relationship between Big Data and Risk Management. While the sophisticated Internet of Things can positively impact your business, it also carries a significant risk of data misuse. Tips for Improving Risk Management When Handling Big Data. Risk management is a crucial element of any successful organization.

Risk Management 92

Risk Management Risk Management Big Data 92

CIO Business Intelligence

JANUARY 30, 2025

The aim is to provide a framework that encourages early implementation of some of the measures in the act and to encourage organizations to make public the practices and processes they are implementing to achieve compliance even before the statutory deadline.In

Enterprise 128

Enterprise Risk Reporting Measurement 128

Smart Data Collective

FEBRUARY 14, 2023

However, it is important to understand the benefits and risks associated with cloud computing before making the commitment. We published a post in the past on some of the companies that have benefited from cloud technology. However, there are some risks associated with using cloud-based software for business purposes.

Risk 119

Risk Cost-Benefit Software Technology 119

CIO Business Intelligence

OCTOBER 8, 2024

You risk adding to the hype where there will be no observable value. The learning phase Two key grounding musts: Non-mission critical workloads and (public) data Internal/private (closed) exposure This ensures no corporate information or systems will be exposed to any form of risk. Don’t (yet) worry about business use cases.

Risk 124

Risk Technology Cost-Benefit Internet of Things 124

Cloudera

OCTOBER 20, 2021

As part of these efforts, disclosure requirements will mandate that firms provide “the impact of a company’s activities on the environment and society, as well as the business and financial risks faced by a company due to its sustainability exposures.” What are the key climate risk measurements and impacts? Generate Scenarios.

Risk 80

Risk Modeling Risk Management Measurement 80

O'Reilly on Data

MARCH 31, 2020

You might establish a baseline by replicating collaborative filtering models published by teams that built recommenders for MovieLens, Netflix, and Amazon. It may even be faster to launch this new recommender system, because the Disney data team has access to published research describing what worked for other teams.

Management 363

Management Machine Learning Experimentation Metrics 363

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. Stock implied volatility Implied volatility (IV) is a measure of the market’s expectation of how much a stock’s price is likely to fluctuate in the future.

Publishing 87

Publishing Management Snapshot Dashboards 87

CIO Business Intelligence

MARCH 19, 2025

Additionally, Deloittes ESG Trends Report highlights fragmented ESG data, inconsistent reporting frameworks and difficulties in measuring sustainability ROI as primary challenges preventing organizations from fully leveraging their data for ESG initiatives.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

MAY 22, 2024

The signatories agreed to publish — if they have not done so already — safety frameworks outlining on how they will measure the risks of their respective AI models. The risks might include the potential for misuse of the model by a bad actor, for instance. So, in a way, it is a step towards ethical AI.”

Risk Management 122

Risk Management Risk Publishing Modeling 122

CIO Business Intelligence

JANUARY 30, 2025

Profile Hijacking The attack begins with an employee installing any browser extension this could involve publishing one that masquerades as an AI tool or taking over existing popular extensions that may have up to millions of installations in aggregate. A Browser Detection-Response solution isnt just an option anymore its a necessity.

Risk 52

Risk Interactive Enterprise Management 52

Decision Management Solutions

APRIL 23, 2019

In February, we published a blog post on “Using Technology to Add Value in Insurance”. in which he states there are only three levers of value in insurance: Sell More, Manage Risk Better (aka underwriting and adjusting), and Cost Less to Operate. Let’s dive into greater detail on the second lever – Manage Risk Better.

Insurance 69

Insurance Risk Technology Management 69

DataKitchen

SEPTEMBER 20, 2021

Minimize Deployment Risk. The self-service team in New Jersey uses sandboxes aligned with their data pipeline (Add Data, Deploy, Publish). Measurement DataOps. Once you’ve made progress with your production and development processes, it’s time to start measuring and improving your processes with Measurement DataOps.

Testing 246

Testing Metrics Measurement Dashboards 246

O'Reilly on Data

APRIL 5, 2023

Jeff Desjardins, founder and editor-in-chief at Visual Capitalist , has published a fascinating infographic depicting 188 cognitive biases–and those are just the ones we know about. “Instead of making assumptions, we should find ways to measure and correct for bias. But there are dozens and dozens of known biases (e.g.,

Cost-Benefit 302

Cost-Benefit Data-driven Measurement Visualization 302

DataKitchen

NOVEMBER 18, 2021

As requests pile up, the data analytics team risks being viewed as bureaucratic and unresponsive. Instead, you’ll focus on managing change in governance policies and implementing the automated systems that enforce, measure, and report governance. Measure your processes (and improve them). In other words, governance-as-code.

Testing 246

Testing Data Governance Measurement Software 246

datapine

SEPTEMBER 29, 2022

5) How Do You Measure Data Quality? In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. How Do You Measure Data Quality? Table of Contents. 2) Why Do You Need DQM?

Data Quality 241

Data Quality Metrics Data-driven Management 241

Smart Data Collective

MAY 4, 2023

Unfortunately, there are often many weak links in the data security infrastructure, which can increase the risks of data breaches. The number of data breaches in the first nine months of 2020 dropped 30% compared to 2019, according to a report published by the Identity Theft Resource Center.

Risk Management 114

Risk Management Key Performance Indicator Measurement Risk 114

TDAN

FEBRUARY 14, 2023

In the publishing industry, there are a lot of things we can measure. Not only that, but we can put our business at serious risk of non-compliance. However, if there is no strategy underlining how and why we collect data and who can access it, the value is lost. Ultimately, data governance is central to […]

Data Governance 98

Data Governance Data Analytics Analytics Measurement 98

CIO Business Intelligence

AUGUST 1, 2024

The text of the EU AI Act was published in the Official Journal of the EU on July 12, 2024, and the set of rules around the development and use of AI tools officially entered force at the beginning of August. The measures take effect in stages: Affected companies have to follow the first rules in just six months. “It

Risk 119

Risk Uncertainty Testing Digital Transformation 119

CIO Business Intelligence

OCTOBER 18, 2023

The procedure, often called kidney dialysis, cleansing a patient’s blood, substituting for the function of the kidneys, and is not without risk, however. Fresenius’s machine learning model uses electronic health records comprising intradialytic blood pressure measurements and multiple treatment- and patient-level variables.

Predictive Analytics 133

Predictive Analytics Analytics Machine Learning Internet of Things 133

CIO Business Intelligence

FEBRUARY 7, 2024

OpenAI, Google DeepMind, Microsoft, and Meta are among companies who have agreed to allow the UK’s new AI Safety Institute (AISI) to evaluate their models, but they aren’t happy with the current pace or transparency of the evaluation, according to a published report in the Financial Times, which cited sources close to the companies.

Testing 124

Testing Reporting Risk Publishing 124

Smart Data Collective

JANUARY 4, 2023

First, this innovative technology reduces the risk of errors. According to a study published in the Journal of the American Medical Association, electronic health records (EHRs) and other data-tracking systems can help reduce billing errors by up to 50%. Improving Diagnostics Through Wearables.

Technology 128

Technology Big Data Metrics Data-driven 128

Alation

JANUARY 9, 2023

Alation joined with Ortecha , a data management consultancy, to publish a white paper providing insights and guidance to stakeholders and decision-makers charged with implementing or modernising data risk management functions. The Increasing Focus On Data Risk Management. Download the complete white paper now.

Risk Management 52

Risk Management Risk Management Metadata 52

CIO Business Intelligence

SEPTEMBER 6, 2023

The discussions address changing regulatory and compliance requirements, and reveal vulnerabilities and threats for risk mitigation.” Ongoing IT security strategy conversations should address the organization’s cyber risk and arrive at strategic objectives, Albrecht says. Do we have a truly effective incident response plan in place?

IT 142

IT ROI Risk Strategy 142

O'Reilly on Data

MARCH 20, 2019

Like many others, I’ve known for some time that machine learning models themselves could pose security risks. An attacker could use an adversarial example attack to grant themselves a large loan or a low insurance premium or to avoid denial of parole based on a high criminal risk score. Newer types of fair and private models (e.g.,

Modeling 278

Modeling Machine Learning Predictive Modeling Consulting 278

AWS Big Data

OCTOBER 29, 2024

This makes sure that only authorized users or applications can access specific data sets or portions of data, but also reduces the risk of unauthorized access or data breaches. After filter packages have been created and published, they can be requested. With Lake Formation, creating these duplicates is no longer necessary.

Data Lake 88

Data Lake Sales Metadata Machine Learning 88

Smart Data Collective

JANUARY 31, 2023

It is also increases security risks. The good news is that there are ways to mitigate these risks. By publishing an SPF record in your domain’s DNS, you can specify which email servers are authorized to send email from your domain, and email receivers can use this information to verify the authenticity of the email.

Data-driven 119

Data-driven Big Data Measurement Software 119

CIO Business Intelligence

NOVEMBER 2, 2023

Foundry is the publisher of CIO.com. IT leaders say that the requirements for successful gen AI use include accurate, complete, and unified data (55%); enhanced security measures to avert new threats to the business (54%); and ethical use guidelines (30%).

Data Strategy 137

Data Strategy Strategy Sales Data Governance 137

erwin

JUNE 26, 2020

Data catalogs combine physical system catalogs, critical data elements, and key performance measures with clearly defined product and sales goals in certain circumstances. You also can manage the effectiveness of your business and ensure you understand what critical systems are for business continuity and measuring corporate performance.

Metadata 132

Metadata Cost-Benefit Measurement Data-driven 132

CIO Business Intelligence

AUGUST 5, 2022

If CIOs can’t master operational excellence – “keeping the lights on” – they lose credibility with their peers and run the risk that the spotty Wi-Fi in the executive conference room will overshadow new innovations. Publish, iterate, integrate, and automate Share the MVP and prospectus and provide ample opportunities for feedback and Q&A.

Metrics 105

Metrics Dashboards Measurement Data-driven 105

Smart Data Collective

MAY 4, 2023

The term was first published in 1999 and gained a solid definition in the early 2000s. Furthermore, many websites have implemented anti-scraping measures to prevent bots from collecting data. As such, businesses need to use specialized tools to bypass these measures and collect data effectively.

Data mining 109

Data mining Big Data Data-driven Measurement 109

Smart Data Collective

APRIL 30, 2020

At this stage there is an insufficient amount of data concerning the health risks, so we must all take the same precautions for our own safety and for the safety of others around us. We are also required to follow the same restrictive measures that attempt to contain or mitigate the spread of the virus. Standardise security processes.

Measurement 92

Measurement Uncertainty Risk Testing 92

DataKitchen

MARCH 16, 2023

How to measure your data analytics team? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023. Under Velocity, the Mean Time to Deliver Data metric measures the time it takes to deliver data.

Metrics 130

Metrics Data Analytics Analytics Measurement 130

Cloudera

DECEMBER 3, 2021

Surely there are ways to comb through the data to minimise the risks from spiralling out of control. In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. Uncertainty is a measure of our confidence in the predictions made by a system. We need to get to the root of the problem.

Uncertainty 102

Uncertainty Measurement Metrics Risk 102

Smart Data Collective

NOVEMBER 25, 2021

College students are often believed to be least at risk, because they are more tech-savvy and presumably know how to stop data breaches. Since they use the Internet a lot more than their older peers, they might actually be at an even higher risk. It highlights the need for data encryption and other data security measures.

Big Data 122

Big Data Risk Data-driven ROI 122

Andrew White

MARCH 21, 2022

The challenge is that any analysis of any sovereign data strategy is pretty much out of date by the time its published. At best I would say that risk mitigation is a good bet over decisions designed to seek explicit advantage. This uncovers new measures of success. Inputs to Data Strategy. Governance and enforcement.

Data Strategy 105

Data Strategy Strategy Measurement Marketing 105

Smart Data Collective

JUNE 4, 2021

Probability is the measurement of the likelihood of events. The list of rewards and risks is given as input to the algorithm. The algorithm deduces the best approaches to maximize rewards and minimize risks. Kaggle awards medals for competition scores, participating in discussions, and publishing code notebooks.

Data Science 133

Data Science Statistics Deep Learning Machine Learning 133