CIO Business Intelligence

APRIL 28, 2023

“The initial problem we were looking to solve is a long-standing issue in financial markets and regulated industries with large datasets,” Hirschhorn says, “and that was really around entity resolution or record disambiguation,” or identifying and linking records that refer to the same customer.

Software 141

Software Data-driven Marketing Machine Learning 141

O'Reilly on Data

JUNE 18, 2019

Jeff Jonas on “Real-time entity resolution made accessible”. Ihab Ilyas on “Why data preparation frameworks rely on human-in-the-loop systems”. Alex Ratner on “Creating large training data sets quickly”. Data collection and data markets in the age of privacy and machine learning”. Continue reading The quest for high-quality data.

Machine Learning 279

Machine Learning Data Quality Statistics Modeling 279

CIO Business Intelligence

MAY 15, 2024

It marks a major shift in the US cyber ecosystem because of how expansive the proposed rule is, extending reporting obligations to previously non-regulated entities. With the growing mismatch between the speed of an attack and the speed of resolution, the industry standard should be near real-time resolution.

Reporting 119

Reporting Risk Data-driven Measurement 119

DataKitchen

MAY 10, 2021

Figure 6: The DataKitchen Platform provides process observability reports like the Tornado Report which tracks errors and resolution time per data source. If you spend any time discussing testing with your peers, these terms are sure to come up: Unit Tests – testing aimed at each software component as a stand-alone entity. Conclusion.

Testing 214

Testing Manufacturing Data Quality Statistics 214

Cloudera

JULY 13, 2021

Delivered through the Cloudera Data Platform (CDP) as a managed Apache Spark service on Kubernetes, CDE offers unique capabilities to enhance productivity for data engineering workloads: Visual GUI-based monitoring, troubleshooting and performance tuning for faster debugging and problem resolution.

Enterprise 127

Enterprise Visualization Testing Management 127

Cloudera

NOVEMBER 26, 2020

The team launched Velcro, an ML-based app that identifies and resolves entity resolution issues within the BIS Database, improving the structural integrity of commercial data. million entity resolution improvements and improved 2.8 This was a common issue and a thorn in the side of customer experience.

B2B 105

B2B Machine Learning Big Data Data-driven 105

CIO Business Intelligence

NOVEMBER 9, 2023

Today, criminal entities are able to mount their exploits quicker than ever before. Now we must measure resolution in minutes or seconds. Their ability to have their exploits work at machine speed means that network security must also be working at machine speed.

Risk 126

Risk Machine Learning Dashboards Measurement 126

David Menninger's Analyst Perspectives

OCTOBER 2, 2024

Making data available as a product on a self-service basis also increases the importance of agreed-upon data definitions and entity resolution.

Key Performance Indicator 130

Key Performance Indicator Data Governance Data Warehouse Enterprise 130

AWS Big Data

JUNE 24, 2024

For the client to resolve DNS queries for the custom domain, an Amazon Route 53 private hosted zone is used to host the DNS records, and is associated with the client’s VPC to enable DNS resolution from the Route 53 VPC resolver. The Route 53 private hosted zone is not a required part of the solution. 1 = bootstrap.example.com DNS.2

Advertising 114

Advertising Data Processing Metadata Management 114

David Menninger's Analyst Perspectives

OCTOBER 29, 2024

But (and there’s always a “but”), the contact center has always been a conservative entity in its approach to technology innovation. Applications with a clear return on investment appear to be the most popular in these earliest days of AI rollouts. It took the better part of a decade to adopt computer telephony integration in the ‘90s.

Key Performance Indicator 130

Key Performance Indicator Cost-Benefit Interactive Measurement 130

CIO Business Intelligence

OCTOBER 2, 2024

A “state-of-the-art” data and analytics enablement platform can vastly improve identity resolution, helping to prevent fraud. Reliable identity Can the platform quickly and precisely match online, offline, personal, and digital identity fragments to a person or entity?

Analytics 115

Analytics Unstructured Data Interactive Data Governance 115

AWS Big Data

AUGUST 26, 2024

For instructions, follow Enable DNS resolution for VPC peering connection. You can also customize the entities to detect for every column in your dataset and skip entities that you know aren’t in specific columns. Next, choose the global action to take on detected entities. Next, select the level of detection sensitivity.

Visualization 115

Visualization Metadata Data Transformation Testing 115

CIO Business Intelligence

OCTOBER 17, 2023

This prevents lateral threat movement with direct-to-application connectivity that keeps entities off the network and stops attacks and breaches via full inline inspection of all traffic, including encrypted traffic, at scale. When our average user has an application issue and they call the service desk, it’s a connectivity issue.

Digital Transformation 143

Digital Transformation B2B IoT Cost-Benefit 143

Domino Data Lab

APRIL 7, 2019

Named entity recognition (NER). John Snow Labs provides Spark NLP Enterprise which includes onboarding, 24×7 support and premium features such as entity resolution, assertion status detection and de-identification. Tokenization. Lemmatization. Part of speech (POS). Dependency parser. Training domain-specific models.

Deep Learning 110

Deep Learning Machine Learning Experimentation Modeling 110

AWS Big Data

FEBRUARY 29, 2024

Amazon Comprehend provides capabilities for entity recognition (for example, identifying domain-specific data like policy numbers and claim numbers) and custom classification (for example, categorizing a customer care chat transcript based on the issue description).

Data Governance 123

Data Governance Unstructured Data Metadata Data Lake 123

erwin

MAY 27, 2020

What’s desperately needed is a way to understand the relationships and interconnections between so many entities in data sets in detail. It’s typically the case that modelers will want to create models containing reusable objects such as modeling templates, entities, tables, domains, automation macros. Promote data literacy.

Modeling 98

Modeling Metadata Data Governance Visualization 98

Cloudera

SEPTEMBER 28, 2020

The transition converts the following sentry entities to ranger: sentry role -> ranger role. Transition from Navigator by migrating the business metadata (tags, entity names, custom properties, descriptions and technical metadata (Hive, Spark, HDFS, Impala) to Atlas. sentry OWNER concept -> ranger ALL privilege. on roadmap).

Testing 132

Testing Metadata Risk Data Science 132

IBM Big Data Hub

OCTOBER 2, 2023

To manage its multifaceted operations, it was critical for the company to ensure that as many as possible individual business entities within the organization were operating from a uniform base. The platform’s proactive monitoring, intuitive interface and data visualization capabilities ensure prompt issue detection and resolution.

Analytics 88

Analytics Manufacturing Uncertainty Machine Learning 88

DataRobot

DECEMBER 16, 2021

Through a combination of td-idf and named entity recognition techniques, DataRobot can build models to understand how an organization’s recruiters evaluate candidates and can replicate them through predictions.

Unstructured Data 98

Unstructured Data Experimentation Deep Learning Modeling 98

Ontotext

JUNE 24, 2020

Star Wars Universe GraphQL Service. Droid Character Entity Resolution. Federated Annotation and Star Wars Universe. Character Similarity GraphQL Service. Character similarity and sub class entity resolution. GraphQL federation supports object/entity extension within bounded context services.

Modeling 64

Modeling Technology IT Management 64

O'Reilly on Data

OCTOBER 11, 2022

So we really can’t talk about automating any significant task without seeing it as a non-trivial data integration project: matching IDs, reconciling slightly different definitions of database columns, de-duping, named entity recognition , all of that fun stuff. Some of these tasks have been automated, but many aren’t.

Data Integration 353

Data Integration Insurance Dashboards Data-driven 353

O'Reilly on Data

APRIL 25, 2019

The volatility problem is important to solve because its resolution in the short-term unlocks the financial and technical engineering groundwork necessary for cheap, swift, secure, and disintermediated global payment systems based on blockchains.

Cost-Benefit 155

Cost-Benefit Risk Marketing Finance 155

Cloudera

NOVEMBER 18, 2020

Quantexa connects the dots within your data, using dynamic entity resolution and advanced network analytics to create context around your customers. Simudyne identifies future fraud typologies from millions of simulations that can be used to dynamically train new machine learning algorithms for enhanced. fraud identification.

Data Strategy 105

Data Strategy Strategy Machine Learning Risk 105

IBM Big Data Hub

JANUARY 8, 2024

IBM ® created an AI assistant named OLGA that offered case categorization, extracted metadata and could help bring cases to faster resolution. The use of any type of AI by public entities, including the judiciary, should be anchored on the fundamental properties of trustworthy AI used by IBM. Explainability will play a key role.

Management 81

Management IT Metadata Digital Transformation 81

IBM Big Data Hub

JULY 6, 2023

With this powerful solution at their fingertips, ITOps teams can drive incidents to more efficient resolution, assuring availability, boosting performance and reducing incident costs. Automate every aspect of incident resolution By harnessing the power of IBM AIOps Insights, incident resolution becomes more streamlined.

Management 52

Management IT Metrics Data-driven 52

Cloudera

SEPTEMBER 17, 2020

Delivered through the Cloudera Data Platform (CDP) as a managed Apache Spark service on Kubernetes, DE offers unique capabilities to enhance productivity for data engineering workloads: Visual GUI-based monitoring, troubleshooting and performance tuning for faster debugging and problem resolution. Figure 3: Job creation wizard within DE.

Visualization 104

Visualization Statistics Metrics Optimization 104

CDW Research Hub

JANUARY 10, 2022

Instead, it’s the organized groups methodically and resolutely carrying out these attacks across the globe. User and entity behavior analytics (UEBA). The most concerning thing about the rising numbers of ransomware attacks isn’t the actual attacks. Does this mean that the risks of ransomware have been overhyped? Not at all.

Behavioral Analytics 92

Behavioral Analytics Sales Optimization Risk 92

Sisense

AUGUST 4, 2019

That is unless you understand the different scenarios, their resolutions, and how to build a good relationship with your data. Resolutions: There are several methods to resolve or bypass a many-to-many relationship that should be chosen based on the business model and the logic of the business questions at hand.

Testing 75

Testing Visualization Dashboards Modeling 75

Cloudera

AUGUST 17, 2020

This includes the following operations: Extract known technical entities from the support case (log lines, configs, etc.). Extract Known Technical Entities. The post Enabling Automated Issue Resolution through the use of conversational ML appeared first on Cloudera Blog. Extract technical sentences and label the words.

Testing 88

Testing Machine Learning Interactive Metrics 88

Cloudera

JUNE 16, 2022

For example, a large biotech company uses CSP to manufacture devices to exact specifications by analyzing and alerting on out-of-spec resolution color imbalance. While for a DevOps/app team, the user is primarily interested in the entities associated with their applications.

Data Lake 88

Data Lake Manufacturing Metadata Dashboards 88

IBM Big Data Hub

APRIL 18, 2024

Not only that, we are also able to showcase how and why certain entities were identified as probable cause, allowing for confidence and trustworthiness of the identified problematic entities. Causal AI gives us a powerful insight on the localization and investigation of problematic components.

Metrics 58

Metrics Statistics Dashboards Management 58

IBM Big Data Hub

APRIL 12, 2023

First, collected data should never be monopolized by the entity that collected it. Volume of the data – Network entities produce very large amounts of data which, when collected, requires enormous storage capacities, resulting in increased energy consumption. Data democratization is based on two concepts.

Data Processing 80

Data Processing KPI Optimization Analytics 80

IBM Big Data Hub

MAY 11, 2023

This platform utilizes intelligent automation and artificial intelligence (AI) to aggregate data from various sources, detect and correlate incidents, and quickly drive incidents to resolution. The platform dynamically generates a topology of an organization’s IT environment, adding new entities as they are detected.

IT 59

IT Data-driven Optimization Digital Transformation 59