IBM Big Data Hub

FEBRUARY 1, 2024

Under such centrally governed systems, accountability needs to co-exist with privacy, while both need to respect the need for authorized audits. What are central bank digital currencies? For example, the critical impact of CBDC infrastructure on the monetary supply implies that it should be governed by central banks.

Experimentation 98

Experimentation Modeling Finance Reporting 98

IBM Big Data Hub

MARCH 4, 2024

Figure 1: Transforming into an AI+ enterprise is at the core of what our team at IBM does An AI+ enterprise integrates AI as a first-class function across the business. AI is at a turning point, driving exponential advancements in an organization’s prosperity and growth. times higher ROI.

Enterprise 104

Enterprise ROI Risk Strategy 104

IBM Big Data Hub

JANUARY 22, 2024

The General Data Protection Regulation (GDPR) is a European Union (EU) law that governs how organizations collect and use personal data. Any company operating in the EU or handling EU residents’ data must adhere to GDPR requirements. The company processes data on behalf of a company based in the EEA.

Measurement 86

Measurement Risk Data Processing Data Collection 86

DataKitchen

APRIL 13, 2021

Read the complete blog below for a more detailed description of the vendors and their capabilities. This is not surprising given that DataOps enables enterprise data teams to generate significant business value from their data. Testing and Data Observability. Download the 2021 DataOps Vendor Landscape here.

Testing 307

Testing Machine Learning Consulting Data Quality 307

DataKitchen

AUGUST 8, 2023

On 20 July 2023, Gartner released the article “ Innovation Insight: Data Observability Enables Proactive Data Quality ” by Melody Chien. It alerts data and analytics leaders to issues with their data before they multiply. She sees Data Observability as an emerging technology in data engineering and management.

Data Quality 130

Data Quality Testing Snapshot Reporting 130

DataKitchen

AUGUST 13, 2021

Figure 1 shows the 15-year cycle from screening to government agency approval and phase IV trials. If a company can use data to identify compounds more quickly and accelerate the development process, it can monetize its drug pipeline more effectively. How can they handle schema drift or data verification?

Testing 246

Testing Dashboards Marketing Measurement 246

Domino Data Lab

AUGUST 6, 2021

In the world of machine learning (ML) and artificial intelligence (AI), governance is a lifelong pursuit. As such, model governance needs to be applied to each model for as long as it’s being used. What Is Model Governance? What Is Model Governance? Purpose of Model Governance and Why It’s Important.

Machine Learning 145

Machine Learning Modeling Testing Risk 145

erwin

MAY 20, 2020

Data governance (DG) as a an “emergency service” may be one critical lesson learned coming out of the COVID-19 crisis. Organizations need to understand what the most critical operational activities are and the most impactful projects that need to proceed. Deploying a Data Governance Strategy.

Data Governance 144

Data Governance Metadata Risk Strategy 144

Laminar Security

JULY 11, 2023

Launches Full Data Security Platform with Enhanced DAG and DDR Capabilities Laminar has unveiled groundbreaking advancements to its agile data security platform for multi-cloud. Because you can’t protect what you don’t know about. Because you can’t protect what you don’t know about.

Risk 87

Risk Strategy Measurement Visualization 87

Alation

JUNE 14, 2021

The Role of Catalog in Data Security. Recently, I dug in with CIOs on the topic of data security. Recently, I dug in with CIOs on the topic of data security. What came as no surprise was the importance CIOs place on taking a broader approach to data protection. The Role of the CISO in Data Governance and Security.

Data Governance 97

Data Governance Recreation/Entertainment Data Lake Digital Transformation 97

Cloudera

OCTOBER 20, 2022

Information technology has been at the heart of governments around the world, enabling them to deliver vital citizen services, such as healthcare, transportation, employment, and national security. All of these functions rest on technology and share a valuable commodity: data. .

Big Data 75

Big Data Machine Learning Technology Risk 75

DataKitchen

JANUARY 23, 2023

What is data lineage? Data lineage traces data’s origin, history, and movement through various processing, storage, and analysis stages. It is used to understand the provenance of data and how it is transformed and to identify potential errors or issues. What about DataOps Observability?

Testing 130

Testing Data Governance Data Quality Data-driven 130

IBM Big Data Hub

OCTOBER 16, 2023

This is where AI governance comes into play: addressing these potential and inevitable problems of adoption. AI governance refers to the practice of directing, managing and monitoring an organization’s AI activities. Artificial intelligence (AI) adoption is still in its early stages.

Risk 75

Risk Modeling Management Metadata 75

Alation

MARCH 2, 2023

Instead, we got data. Lots and lots of data. It does feel, however, as if we need jet-like speed to analyze and understand our data, who is using it, how it is used, and if it is being used to drive value. This is because simply collecting data leaves it open to misinterpretation, misuse, and decay.

Metadata 52

Metadata Marketing IT Data Quality 52

Cloudera

FEBRUARY 11, 2022

However, to understand what Ethical AI is, we need to have at least a basic understanding of ML, ML models and the data science lifecycle and how they are related. This blog post hopes to provide this foundational understanding. What is Machine Learning. Instead, they are learned by training a model on data.

Machine Learning 93

Machine Learning Sales Data Science Modeling 93

Alation

FEBRUARY 3, 2022

What do all these disciplines have in common? What Is Continuous Improvement? The goal of DataOps is to create predictable delivery and change management of data and all data-related artifacts. So how does data governance relate to DataOps? Data governance is a key data management process.

Data Governance 98

Data Governance Measurement Metadata Testing 98

Laminar Security

NOVEMBER 9, 2023

Data breaches increased by 156% between Q1 and Q2 alone. The numbers speak for themselves: today’s approach to data security isn’t working. Today’s data security strategies need new solutions, but unfortunately, many existing tools can only manage one piece of that much bigger and more complex puzzle. as the U.S.

Strategy 88

Strategy Risk Testing Recreation/Entertainment 88

IBM Big Data Hub

NOVEMBER 28, 2022

Metadata management performs a critical role within the modern data management stack. It helps blur data silos, and empowers data and analytics teams to better understand the context and quality of data. This, in turn, builds trust in data and the decision-making to follow. What is Active Metadata management?

Metadata 57

Metadata Data Quality Data-driven Data Governance 57

erwin

FEBRUARY 13, 2020

When an organization’s data governance and metadata management programs work in harmony, then everything is easier. Data governance is a complex but critical practice. Data Governance Attitudes Are Shifting. Data Governance Attitudes Are Shifting. Metadata Management Takes Time.

Metadata 135

Metadata Data Governance Management Cost-Benefit 135

Alation

JULY 19, 2021

What Is Metadata? Metadata is information about data. An asset alone is just the tip of the iceberg; metadata tells you “what lies beneath.”. An asset alone is just the tip of the iceberg; metadata tells you “what lies beneath.”. Chris Bulock, co-author of Knowledge and Dignity in the Era of “Big Data”.

Metadata 105

Metadata Management Data Governance Machine Learning 105

erwin

MARCH 25, 2021

erwin recently hosted the second in its six-part webinar series on the practice of data governance and how to proactively deal with its complexities. Led by Frank Pörschmann of iDIGMA GmbH, an IT industry veteran and data governance strategist, the second webinar focused on “ The Value of Data Governance & How to Quantify It.”.

Data Governance 109

Data Governance IT Cost-Benefit Risk 109

Alation

MARCH 31, 2023

I’m talking about not just Walt Disney World, but also this year’s Gartner Data & Analytics Summit , which took place last month in Orlando at the landmark resort. Alation was proud to have been among the thought leaders at the annual gathering of data experts from around the world. Mesh or fabric? And when the answer is “Yes!”)

Data Analytics 52

Data Analytics Analytics Metadata Data Governance 52

IBM Big Data Hub

MARCH 25, 2024

So, what is stopping companies from delivering content with generative AI across their content supply chain? Can they trust that what’s created isn’t going to break any brand guidelines? Knowing how to manifest these improvements is not always clear: Enter generative AI and the content supply chain.

Uncertainty 103

Uncertainty Cost-Benefit Risk Measurement 103

DataRobot

OCTOBER 22, 2021

In part one of our “Five Ways AI Can Help States Solve Their Hardest Problems” blog series, we reviewed the ramifications of crisis response management—or lack thereof—and how AI can help. As part of the COVID-19 crisis response, the federal government has provided aid to states and localities by designating federal recovery funds.

Risk 98

Risk Risk Management Data-driven Management 98

Alation

AUGUST 17, 2022

According to analysts, data governance programs have not shown a high success rate. According to CIOs , historical data governance programs were invasive and suffered from one of two defects: They were either forced on the rank and file — who grew to dislike IT as a result. The Risks of Early Data Governance Programs.

Data Governance 92

Data Governance Risk Data-driven Measurement 92

IBM Big Data Hub

MAY 2, 2023

Thanks to systems like ChatGPT, just about anyone can now use advanced AI models that are not only capable of detecting patterns, honing data, and making recommendations as earlier versions of AI would, but also moving beyond that to create new content, develop original chat responses, and more. AI is an ever-evolving technology.

Risk 101

Risk Modeling Technology Interactive 101

Alation

JANUARY 30, 2023

Alation launched the Data Intelligence Project in summer 2021 to train the next generation of data leaders by providing learning opportunities with Alation in the classroom. In this blog, we’ll reveal how Professor McMahon encountered Alation and launched the program in his own school — and how he plans to develop it for the future.

Data Governance 52

Data Governance Metadata Data-driven Software 52

Alation

APRIL 5, 2022

Data Management Meets Human Management. A well-oiled data governance machine comprises many parts, but what’s the most vital component? You and anyone else at your organization who uses data. Not everyone has to be a data expert — leave that to the actual experts. That’s what Fifth Third Bank did.

Data Governance 52

Data Governance Enterprise Management Data Quality 52

Smart Data Collective

OCTOBER 25, 2020

Machine learning and other big data technology has played an important role in the direction of the market. This blog discusses cryptocurrency transactions and whether or not they’re secure. Experts and governments have mentioned that cryptos are ideal ways of carrying out illegal activities. Can they be traced?

Machine Learning 144

Machine Learning Big Data Technology Publishing 144

Alation

SEPTEMBER 7, 2021

This is the last of the 4-part blog series. In the previous blog , we discussed how Alation provides a platform for data scientists and analysts to complete projects and analysis at speed. In this blog we will discuss how Alation helps minimize risk with active data governance.

Data Governance 59

Data Governance Risk Data Quality Dashboards 59

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. Technological risk—data confidentiality The chief technological risk is the matter of data confidentiality. Artificial intelligence (AI) is polarizing.

Insurance 71

Insurance Risk Testing Data Quality 71

AWS Big Data

OCTOBER 4, 2023

Amazon DataZone enables customers to discover, access, share, and govern data at scale across organizational boundaries, reducing the undifferentiated heavy lifting of making data and analytics tools accessible to everyone in the organization. Govern data access across organizational boundaries.

Metadata 98

Metadata Data Lake Publishing Data Governance 98

Alation

OCTOBER 5, 2021

What is data governance and how do you measure success? Data governance is a system for answering core questions about data. It begins with establishing key parameters: What is data, who can use it, how can they use it, and why? But what comes after these parameters are set?

Data Governance 96

Data Governance Strategy Data Quality Metrics 96

IBM Big Data Hub

JUNE 13, 2022

Every day, most of us rely on AI for tasks like autocompleting our text messages, navigating our route to a new location, and recommending what movie to watch next. Central to putting these principles into practice is establishing the appropriate governance mechanisms for AI systems. AI governance will require an agile approach.

Risk 98

Risk Risk Management Data-driven Metrics 98

IBM Big Data Hub

FEBRUARY 23, 2024

The General Data Protection Regulation (GDPR), the European Union’s landmark data privacy law, took effect in 2018. Yet many organizations still struggle to meet compliance requirements, and EU data protection authorities do not hesitate to hand out penalties. Irish regulators hit Meta with a EUR 1.2 billion fine in 2023.

Measurement 80

Measurement Risk Data Collection Data Processing 80

Laminar Security

NOVEMBER 1, 2023

Data is more critical than ever in 2023. Even if teams are actively seeking to improve their data security, it’s challenging to do so within today’s multi-cloud environments. Cloud storage makes it easy for developers and data scientists to move, modify, or duplicate sensitive data in seconds.

Data Science 94

Data Science Risk Enterprise Technology 94

Cloudera

AUGUST 4, 2021

In fact, McKinsey points to a 50% reduction in downtime and a 40% reduction in maintenance costs when using IoT and data analytics to predict and prevent breakdowns. In fact, McKinsey points to a 50% reduction in downtime and a 40% reduction in maintenance costs when using IoT and data analytics to predict and prevent breakdowns.

IoT 98

IoT Unstructured Data Machine Learning Predictive Modeling 98