erwin

JUNE 14, 2019

According to IDC’s digital transformation predictions report for 2019, these types of initiatives are going to flood the enterprise during the next five years. Four main areas in retail demonstrate digital transformation, with a healthy data governance initiative driving them all. Data can tell you.

Digital Transformation 111

Digital Transformation Data Governance Risk Data-driven 111

Cloudera

AUGUST 12, 2021

A data-driven approach to talent management and development brings about greater transparency, reduced attrition and more effective training and enablement. A 2020 retention report by the Work Institute revealed that over 42 million employees in the US left their jobs voluntarily in 2019, and this trend appeared to be increasing.

Data-driven 109

Data-driven Manufacturing Insurance Risk Management 109

erwin

DECEMBER 12, 2019

Metadata is an important part of data governance, and as a result, most nascent data governance programs are rife with project plans for assessing and documenting metadata. But in many scenarios, it seems that the underlying driver of metadata collection projects is that it’s just something you do for data governance.

Metadata 84

Metadata Data Governance Digital Transformation Data Quality 84

Cloudera

DECEMBER 3, 2021

In part 1 of this blog post, we discussed the need to be mindful of data bias and the resulting consequences when certain parameters are skewed. Surely there are ways to comb through the data to minimise the risks from spiralling out of control. We need to get to the root of the problem. Regulation.

Uncertainty 101

Uncertainty Measurement Metrics Risk 101

erwin

DECEMBER 12, 2019

Metadata is an important part of data governance, and as a result, most nascent data governance programs are rife with project plans for assessing and documenting metadata. But in many scenarios, it seems that the underlying driver of metadata collection projects is that it’s just something you do for data governance.

Metadata 52

Metadata Data Governance Digital Transformation Data Quality 52

erwin

FEBRUARY 21, 2019

Coming into 2019, consumers are in control when it comes to retail. Data is the key to recognizing customers, personalizing experiences, making helpful recommendations, ensuring items are in stock, tracking deliveries and more. Digital Transformation in Retail – What’s the Risk? In short, there’s money to be spent.

Digital Transformation 69

Digital Transformation Risk Data Governance Sales 69

Octopai

JANUARY 25, 2021

Healthcare data contains all of your personal information in one, easy-to-find file, which is why it’s the most targeted industry for cyberattacks. The cost of data breaches in 2019 was 87% higher than in 2018 , with the number rising each year. million Americans experiencing compromised personal data in 2019, compliance is key.

Insurance 52

Insurance Metadata Statistics Reporting 52

CIO Business Intelligence

MARCH 8, 2023

Getting there requires process and operational transformation, new levels of data governance and accountability, business and IT collaboration, and customer and stakeholder trust. The reality is many organisations still struggle with the data and analytics foundations required to progress down an advanced AI path.

Enterprise 52

Enterprise Data Governance Data Strategy Testing 52

erwin

MARCH 4, 2021

Modern data governance is a strategic, ongoing and collaborative practice that enables organizations to discover and track their data, understand what it means within a business context, and maximize its security, quality and value. The What: Data Governance Defined. Data governance has no standard definition.

Data Governance 122

Data Governance Digital Transformation Data-driven Cost-Benefit 122

O'Reilly on Data

MARCH 18, 2020

The new survey, which ran for a few weeks in December 2019, generated an enthusiastic 1,388 responses. This year, about 15% of respondent organizations are not doing anything with AI, down ~20% from our 2019 survey. It seems as if the experimental AI projects of 2019 have borne fruit. But what kind? Bottlenecks to AI adoption.

Enterprise 311

Enterprise Deep Learning Data Governance Risk 311

Cloudera

SEPTEMBER 15, 2022

What is a data mesh? How does it compare to data fabric? Mark: Yes, another concept gaining traction with data leaders is the data mesh, which was introduced by Zhamak Dehghani in 2019 as an approach to address the challenges when deploying data programs. See below. .

Data Lake 81

Data Lake Data Architecture Data-driven Data Warehouse 81

Cloudera

AUGUST 4, 2021

And if data security tops IT concerns, data governance should be their second priority. Not only is it critical to protect data, but data governance is also the foundation for data-driven businesses and maximizing value from data analytics. But it’s still not easy. But it’s still not easy.

Data Governance 85

Data Governance Metadata Data-driven Enterprise 85

Domino Data Lab

APRIL 3, 2019

Paco Nathan ‘s latest column dives into data governance. This month’s article features updates from one of the early data conferences of the year, Strata Data Conference – which was held just last week in San Francisco. In particular, here’s my Strata SF talk “Overview of Data Governance” presented in article form.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Corinium

APRIL 25, 2019

For example, P&C insurance strives to understand its customers and households better through data, to provide better customer service and anticipate insurance needs, as well as accurately measure risks. Life insurance needs accurate data on consumer health, age and other metrics of risk. Humans can’t keep up.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

Domino Data Lab

AUGUST 8, 2019

In this episode I’ll cover themes from Sci Foo and important takeaways that data science teams should be tracking. First and foremost: there’s substantial overlap between what the scientific community is working toward for scholarly infrastructure and some of the current needs of data governance in industry. Sci Foo 2019.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

erwin

OCTOBER 24, 2019

It is the only solution that can automatically harvest, transform and feed metadata from operational processes, business applications and data models into a central data catalog and then made accessible and understandable within the context of role-based views. Standardize data management processes through a metadata-driven approach.

Metadata 104

Metadata Management Data-driven Data Architecture 104

Alation

FEBRUARY 8, 2022

In contrast to this common, centralized approach, a data mesh architecture calls for responsibilities to be distributed to the people closest to the data. Making the experts responsible for service streamlines the data-request pipeline, delivering higher quality data into the hands of those who need it more rapidly.

Data Governance 52

Data Governance Data-driven Metadata Enterprise 52

Domino Data Lab

JULY 2, 2019

See also: Caroline Lemieux’s slides for that NeurIPS talk, and Rohan Bavishi’s video from the RISE Summer Retreat 2019. The authors of AutoPandas observed that: The APIs for popular data science packages tend to have relatively steep learning curves. Program Synthesis 101 ” – Alexander Vidiborskiy (2019-01-20). With me so far?

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

O'Reilly on Data

APRIL 12, 2019

Balancing risk and reward is a necessary tension we'll need to understand as we continue our journey into the age of data. The Strata Data Conference in San Francisco was filled with speakers talking about opportunity. Machine learning grows out of your current data practices. What about the risks?

Risk 132

Risk Machine Learning Sales Data Governance 132

erwin

DECEMBER 13, 2018

This past year witnessed a data governance awakening – or as the Wall Street Journal called it, a “global data governance reckoning.” There was tremendous data drama and resulting trauma – from Facebook to Equifax and from Yahoo to Marriott. So what’s on the horizon for data governance in the year ahead?

Data Governance 91

Data Governance IoT Internet of Things Data-driven 91

erwin

NOVEMBER 14, 2019

Data governance tools used to occupy a niche in an organization’s tech stack, but those days are gone. The rise of data-driven business and the complexities that come with it ushered in a soft mandate for data governance and data governance tools. Data Governance Tools for Regulatory Compliance.

Data Governance 105

Data Governance Cost-Benefit Data-driven Metadata 105

Jet Global

MARCH 13, 2019

In 2019, BI vendors will take the next step in addressing the mobile evolution and create solutions that address the need for better analytics on mobile, empowering a mobile workforce with a solution that is completely rethought to provide a better user experience—providing greater productivity for your enterprise. Data Governance.

Business Intelligence 85

Business Intelligence Software Data Science Enterprise 85

O'Reilly on Data

MAY 21, 2019

You also need solutions that let you understand what data you have and who can access it. About a third of the respondents in the survey indicated they are interested in data governance systems and data catalogs. Sometime in Q3/Q4 of 2019, specialized hardware for training deep learning models will become available.

Machine Learning 238

Machine Learning Technology Deep Learning Data Science 238

erwin

NOVEMBER 14, 2019

Data governance tools used to occupy a niche in an organization’s tech stack, but those days are gone. The rise of data-driven business and the complexities that come with it ushered in a soft mandate for data governance and data governance tools. Data Governance Tools for Regulatory Compliance.

Data Governance 40

Data Governance Cost-Benefit Data-driven Metadata 40

Alation

FEBRUARY 1, 2022

A new research report by Ventana Research, Embracing Modern Data Governance , shows that modern data governance programs can drive a significantly higher ROI in a much shorter time span. Historically, data governance has been a manual and restrictive process, making it almost impossible for these programs to succeed.

Data Lake 52

Data Lake Data Governance ROI Cost-Benefit 52

CIO Business Intelligence

OCTOBER 1, 2022

Industry experts are projecting that 50 billion devices will be connected worldwide this year, with the amount of data being generated at the edge slated to increase by over 500% between 2019 and 2025, amounting to a whopping 175 zettabytes worldwide. The HPE GreenLake Advantage.

Cost-Benefit 116

Cost-Benefit Enterprise Optimization Manufacturing 116

Alation

JUNE 7, 2023

As these issues continue to swirl, many business leaders will suggest pulling back, waiting to see what happens, and minimizing exposure to risk. A restaurant experience of 2019 is much different than one today. Alation is democratizing our data ,” says Sebastian Kaus, data governance lead at Vattenfall.

Uncertainty 52

Uncertainty Data Lake Risk Data-driven 52

CIO Business Intelligence

MARCH 8, 2023

Industry experts are projecting that 50 billion devices will be connected worldwide this year, with the amount of data being generated at the edge slated to increase by over 500% between 2019 and 2025, amounting to a whopping 175 zettabytes worldwide.

Enterprise 52

Enterprise Cost-Benefit Optimization Manufacturing 52

Andrew White

JANUARY 11, 2021

But we also know not all data is equal, and not all data is equally valuable. Some data is more a risk than valuable. Additionally, the value of data may change, and our own personal judgement of the the same data and its value may differ. Governance. Would really like to explore this one in debate.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Alation

FEBRUARY 20, 2020

Today, the scope of the CDO is shifting toward empowering data-driven organizations. Gartner notes that most industries already have CDOs, and predicts that by 2019, 90% of large organizations will have hired a chief data officer. A core piece in that strategy is our integrated self-service data analytics platform.

Data-driven 52

Data-driven Internet of Things Data Lake Strategy 52

O'Reilly on Data

JANUARY 7, 2020

In fact, in our 2019 surveys, more than half of the respondents said AI (deep learning, specifically) will be part of their future projects and products—and a majority of companies are starting to adopt machine learning. That’s why we decided to merge the 2020 O’Reilly AI and Strata Data Conferences in San Jose, London, and New York.

Deep Learning 179

Deep Learning Machine Learning Experimentation Modeling 179