AWS Big Data

MAY 17, 2023

In 2020, as gyms shuttered and people looked for ways to stay active from the safety of their homes, the company’s annual revenue soared from $915 million in 2019 to $4 billion in 2021. Meanwhile, the company’s subscribers jumped from around 360,000 in 2019 to 2.76 million at the end of 2022.

Data Warehouse 112

Data Warehouse Cost-Benefit Sales Data-driven 112

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

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 111

Data-driven Manufacturing Insurance Risk Management 111

Cloudera

MAY 9, 2019

The report created a readiness model with five dimensions and various metrics under each dimension. The five dimensions of the readiness model are –. Data readiness – These set of metrics help you measure if your organization is geared up to handle the sheer volume, variety and velocity of IoT data. See you there!

IoT 56

IoT Modeling Metrics Measurement 56

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

Alation

FEBRUARY 13, 2020

IDC Innovators: Data Intelligence Software Platforms, 2019 Report. In the latest IDC Innovators: Data Intelligence Software Platforms, 2019 3 report, Alation was profiled as one vendor disrupting the data integration and integrity software market with a differentiated data intelligence software platform.

Machine Learning 52

Machine Learning Big Data Data Governance Digital Transformation 52

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

NOVEMBER 28, 2019

Enterprise architecture tools allow an organization to map its applications – complete with their associated technologies and data – to the business functions they power. For this reason, enterprise architecture tools also are key to a data governance initiative, and part of the technologies used as data governance tools.

Enterprise 145

Enterprise Data-driven Data Governance Digital Transformation 145

Andrew White

OCTOBER 24, 2019

Here is my update analysis on my 1-1’s and interactions so far: Topic: Data Governance 24. Vision/Data Driven/Outcomes 28. Modern) Master Data Management 16. When I arrived, I learned that order in the universe had been restored: I was back in booth 1! Where is Mark Beyer? He is not in booth 2!!! AI/Innovation 3.

Recreation/Entertainment 49

Recreation/Entertainment Data Lake IT Insurance 49

CIO Business Intelligence

JANUARY 5, 2024

When I joined the group in June 2019, there were two decision-making centers: Americas and the rest of the world. From an organizational standpoint, we evolved to a nearshore model, attracting the necessary talent that new technologies required. And in just eight months, we were able to put 80% of our platforms on current technologies.

IT 113

IT Finance Cost-Benefit Strategy 113

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. Bias however is not just a data problem. Model Drift. Governance.

Uncertainty 104

Uncertainty Measurement Metrics Risk 104

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

CIO Business Intelligence

JUNE 22, 2022

Looking forward, the world is evolving toward a data- and intelligence-driven digital society, casting data as the key asset of the age. From 2021 to 2024, data consumption will increase accordingly, from 70 ZB to 150 ZB. Data governance monetization will move from US$2 trillion to US$13 trillion.

Digital Transformation 103

Digital Transformation Technology Data-driven Finance 103

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

Cloudera

OCTOBER 1, 2022

According to Gartner, by 2023 65% of the world’s population will have their personal data covered under modern privacy regulations. . As a result, growing global compliance and regulations for data are top of mind for enterprises that conduct business worldwide. – From a recent episode of the TWIML AI Podcast.

Data Governance 77

Data Governance Strategy Enterprise Machine Learning 77

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

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 310

Enterprise Deep Learning Data Governance Risk 310

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 89

Data Governance Metadata Data-driven Enterprise 89

CIO Business Intelligence

MAY 17, 2022

In a 2019 survey by Emerj , an AI research and advisory company, 14% of AI researchers said that AI was an “existential threat” to humanity. Was the problem in the model, or in its implementation? Was it in the choice of algorithms, or a deficiency in the training data set?

Risk 145

Risk Consulting Machine Learning Data Science 145

Alation

FEBRUARY 13, 2020

A key finding of the survey is that the ability to find data contributes greatly to the success of BI initiatives. In the study, 75% of the 770 survey respondents indicated having difficulty in locating and accessing analytic content including data, models, and metadata. Get the 2019 Dresner Data Catalog Study.

Business Intelligence 52

Business Intelligence Machine Learning Marketing Metadata 52

Alation

NOVEMBER 15, 2021

This highly respected standards & training organization was “created to elevate the practice of data management as a business and operational priority.” As an important standards body, they developed one of the only assessment models.

Management 52

Management Testing Metadata Consulting 52

erwin

JANUARY 31, 2019

Experts predicted an uptick in GDPR enforcement in 2019, and Google’s recent record GDPR fine has brought that to fruition. France’s data privacy enforcement agency hit the tech giant with a $57 million penalty – more than 80 times the steepest ICO fine. Data Governance for GDPR.

Data Governance 72

Data Governance Metadata Cost-Benefit Enterprise 72

DataKitchen

APRIL 13, 2021

We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . Hydrosphere.io — Deploys batch Spark functions, machine-learning models, and assures the quality of end-to-end pipelines.

Testing 300

Testing Machine Learning Consulting Data Quality 300

datapine

DECEMBER 11, 2019

SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. 2019 was a breakthrough year for the SaaS world in many ways. Instead, they have the option of utilizing various pricing structures.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

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

CIO Business Intelligence

SEPTEMBER 2, 2022

As an extension of the country’s Vision 2030, the Saudi Data and AI Authority (SDAIA) was established in 2019, followed by the release of the National Strategy for Data and AI in 2020. Saudi Arabia is no different in terms of its commitment to becoming an AI powerhouse.

Forecasting 98

Forecasting Data Governance Big Data Strategy 98

CIO Business Intelligence

SEPTEMBER 2, 2022

As an extension of the country’s Vision 2030, the Saudi Data and AI Authority (SDAIA) was established in 2019, followed by the release of the National Strategy for Data and AI in 2020. Saudi Arabia is no different in terms of its commitment to becoming an AI powerhouse.

Forecasting 98

Forecasting Data Governance Big Data Strategy 98

Alation

SEPTEMBER 30, 2022

Compare that to the 108 that earned the status in all of 2020 (and the 439 total up to 2019), and you can see why the title has lost its sparkle. They go on to explain that, at $100M in ARR, these companies have product-market fit, a scalable GTM model, and a growing customer base.

Measurement 92

Measurement Metrics Data Governance Sales 92

Alation

FEBRUARY 8, 2022

Data mesh inverts the common model of having a centralized team (such as a data engineering team), who manage and transform data for wider consumption. In contrast to this common, centralized approach, a data mesh architecture calls for responsibilities to be distributed to the people closest to the data.

Data Governance 52

Data Governance Data-driven Metadata Enterprise 52

Sisense

JULY 6, 2020

In today’s day and age, data can be found just about anywhere. The volume and types of data are growing by the day, making data processing and generation of data insights more and more complicated. Inaccurate data leads to generating unreliable insights which, in the long run, lead the business in the wrong direction.

Enterprise 98

Enterprise Management Data Architecture Strategy 98

Corinium

APRIL 25, 2019

Then you can be more confident you’re protecting that data in the right way, in the right places, via protection policies that keep it safe without getting in the way of the business getting value from that data. The protection policy follows the data. This is a much more proactive and scalable model. Governance 101.

Insurance 150

Insurance Risk IoT Cost-Benefit 150

Domino Data Lab

JULY 2, 2019

Paco Nathan ‘s latest article covers program synthesis, AutoPandas, model-driven data queries, and more. In other words, using metadata about data science work to generate code. See also: Caroline Lemieux’s slides for that NeurIPS talk, and Rohan Bavishi’s video from the RISE Summer Retreat 2019. Introduction.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

erwin

OCTOBER 24, 2019

. • Structuring and deploying data sources – Connect physical metadata to specific data models, business terms, definitions and reusable design standards. Analyzing metadata – Understand how data relates to the business and what attributes it has.

Metadata 104

Metadata Management Data-driven Data Architecture 104

Alation

JANUARY 13, 2022

But how do you identify the best data, and best practices for using it? Metadata is the key to fueling data intelligence use cases across the board, including data search & discovery and data governance. Let’s turn our attention now to data mesh. What Is a Data Mesh? The key is metadata.

Data Lake 59

Data Lake Metadata Data-driven Data Governance 59

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

O'Reilly on Data

APRIL 12, 2019

Machine learning grows out of your current data practices. It may be revolutionary, but if you haven’t prepared for the revolution by developing your data sources, learning how to clean your data, preparing for data governance, and more, you’ll inevitably fall behind.

Risk 132

Risk Machine Learning Sales Data Governance 132