Octopai

JANUARY 31, 2021

Incorporating data lineage into an organization’s strategy can make a huge difference when it comes to making accurate business decisions and having a handle on the information they already possess. The host is Tobias Macey, an engineer with many years of experience. Agile Data. Agile Data. Techcopedia. EWSolutions.

Data Governance 57

Data Governance Data Processing Data Quality Metadata 57

AWS Big Data

MARCH 7, 2024

Based on your data retention, query latency, and budgeting requirements, you can choose the best strategy to balance cost and performance. After the table is cataloged in your AWS Glue metadata catalog, you can run queries directly on your data in your S3 data lake through OpenSearch Dashboards.

Data Lake 111

Data Lake Analytics Dashboards Metrics 111

datapine

SEPTEMBER 29, 2022

There are a lot of strategies that you can use to improve the quality of your information. With quality data at their disposal, organizations can form data warehouses for the purposes of examining trends and establishing future-facing strategies. Metadata management: Good data quality control starts with metadata management.

Data Quality 241

Data Quality Metrics Data-driven Management 241

AWS Big Data

MARCH 10, 2023

You can simplify your data strategy by running multiple workloads and applications on the same data in the same location. Iceberg employs internal metadata management that keeps track of data and empowers a set of rich features at scale. One important aspect to a successful data strategy for any organization is data governance.

Data Lake 100

Data Lake Sales Data Warehouse Snapshot 100

Rita Sallam

APRIL 2, 2023

Are there mitigation strategies that show reasons for optimism? Are there mitigation strategies that can be implemented successfully that could provide policy guidance and reasons for optimism in the face of ever increasing frequency of extreme weather events? Here is the link to Qlik’s BI Bake-Off video.

Optimization 52

Optimization Machine Learning Insurance Risk 52

Alation

MAY 11, 2023

This multi-brand online retailer hosts thousands of products for sale on the internet and collects millions of bits and bytes of data across customer touchpoints each day. As CMO, David will oversee our global marketing strategy. But I’d be remiss not to mention the value of an incredible culture.

B2B 52

B2B Finance Data Governance Marketing 52

O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. AI product estimation strategies. You might have millions of short videos , with user ratings and limited metadata about the creators or content.

Management 332

Management Machine Learning Experimentation Metrics 332

AWS Big Data

MARCH 13, 2024

The Data Catalog provides metadata that allows analytics applications using Athena to find, read, and process the location data stored in Amazon S3. The crawlers will automatically classify the data into JSON format, group the records into tables and partitions, and commit associated metadata to the AWS Glue Data Catalog. Choose Run.

Analytics 92

Analytics IoT Metadata Internet of Things 92

CIO Business Intelligence

APRIL 27, 2022

Rajgopal adds that all customer data, metadata, and escalation data are kept on Indian soil at all times in an ironclad environment. Nimble Information Strategies is a customer of VMware Sovereign Cloud partner ThinkOn.

Digital Transformation 111

Digital Transformation Metadata Risk Management 111

Alation

MAY 11, 2023

This multi-brand online retailer hosts thousands of products for sale on the internet and collects millions of bits and bytes of data across customer touchpoints each day. As CMO, David will oversee our global marketing strategy. But I’d be remiss not to mention the value of an incredible culture.

B2B 40

B2B Finance Data Governance Marketing 40

Cloudera

MAY 12, 2021

2020 saw us hosting our first ever fully digital Data Impact Awards ceremony, and it certainly was one of the highlights of our year. We saw a record number of entries and incredible examples of how customers were using Cloudera’s platform and services to unlock the power of data. SECURITY AND GOVERNANCE LEADERSHIP. DATA FOR GOOD.

Digital Transformation 66

Digital Transformation Machine Learning Optimization Data Lake 66

AWS Big Data

JULY 14, 2023

The better organized the catalog is, the higher the potential for reuse and the return on investment for the services transformation strategy. Each business capability then has visibility into all the associated digital assets and mapped metadata of the services, such as consumers of the API.

Modeling 69

Modeling Visualization Reporting Measurement 69

Alation

APRIL 14, 2023

Not to say that pragmatists alone are key to boardroom strategy sessions. In his talk, Mitesh revealed that Alation delivers useful information about data via metadata, and explored why context is key to building reliable data pipelines.

Data Warehouse 52

Data Warehouse Data-driven Digital Transformation Metadata 52

AWS Big Data

JANUARY 9, 2024

Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. Amazon OpenSearch Service includes many features that allow you to enhance your search experience.

Cost-Benefit 90

Cost-Benefit Visualization Modeling Machine Learning 90

AWS Big Data

APRIL 17, 2024

The following diagram illustrates an indexing flow involving a metadata update in OR1 During indexing operations, individual documents are indexed into Lucene and also appended to a write-ahead log also known as a translog. In the event of an infrastructure failure, an OpenSearch domain can end up losing one or more nodes.

Optimization 112

Optimization Snapshot Metadata Cost-Benefit 112

Domino Data Lab

APRIL 3, 2019

That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. Given those two, plus SQL gaining eminence as a database strategy, a decidedly relational picture coalesced throughout the decade. Allows metadata repositories to share and exchange.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

AWS Big Data

APRIL 25, 2023

Implementing an effective data sharing strategy that satisfies compliance and regulatory requirements is complex. AnyCompany’s marketing team hosted an event at the Anaheim Convention Center, CA. He is passionate about helping customers in cloud adoption, migration and strategy. Let’s take an example.

Sales 70

Sales Visualization Software Marketing 70

AWS Big Data

MARCH 26, 2024

In this post, we discuss how you can use purpose-built AWS services to create an end-to-end data strategy for C360 to unify and govern customer data that address these challenges. We recommend building your data strategy around five pillars of C360, as shown in the following figure. Then, you transform this data into a concise format.

Data Strategy 67

Data Strategy Strategy Data Warehouse Prescriptive Analytics 67

Cloudera

NOVEMBER 12, 2020

Moving to a cloud-only based model allows for flexible provisioning, but the costs accrued for that strategy rapidly negate the advantage of flexibility. . This feature ensures workloads remain in context with all common data, including metadata management, data governance, and security policies. A solution. More than likely it is.

Data Warehouse 101

Data Warehouse Reporting Risk Cost-Benefit 101

IBM Big Data Hub

FEBRUARY 26, 2024

Download the Gartner® Market Guide for Active Metadata Management 1. Efficient cloud migrations McKinsey predicts that $8 out of every $10 for IT hosting will go toward the cloud by 2024. We’ve compiled six key reasons why financial organizations are turning to lineage platforms like MANTA to get control of their data.

Cost-Benefit 98

Cost-Benefit Metadata Data Governance Reporting 98

Cloudera

MAY 6, 2021

In this article, I will be focusing on the contribution that a multi-cloud strategy has towards these value drivers, and address a question that I regularly get from clients: Is there a quantifiable benefit to a multi-cloud deployment? Risk Mitigation. Business Value Acceleration.

Strategy 91

Strategy Cost-Benefit Optimization Risk 91

AWS Big Data

DECEMBER 18, 2023

Amazon S3 hosts the metadata of all the tables as a.csv file. The pipeline uses the Step Functions distributed map to read the table metadata from Amazon S3, iterate on every single item, and call the downstream AWS Glue job in parallel to export the data. The following diagram illustrates the Step Functions workflow.

Metadata 119

Metadata Visualization Data Lake Data-driven 119

AWS Big Data

JUNE 13, 2023

Organizations are working toward centralizing their identity and access strategy across all their applications, including on-premises and third-party. Download the SAML metadata file. In the navigation pane under Clients , import the SAML metadata file. Download the Keycloak IdP SAML metadata file from that URL location.

Metadata 52

Metadata Dashboards Business Intelligence Management 52

AWS Big Data

FEBRUARY 1, 2024

The Common Crawl corpus contains petabytes of data, regularly collected since 2008, and contains raw webpage data, metadata extracts, and text extracts. Common Crawl data The Common Crawl raw dataset includes three types of data files: raw webpage data (WARC), metadata (WAT), and text extraction (WET).

Modeling 95

Modeling Metadata Data Processing Unstructured Data 95

IBM Big Data Hub

APRIL 11, 2024

These include national strategies, agendas and plans; AI coordination or monitoring bodies; public consultations of stakeholders or experts; and initiatives for the use of AI in the public sector. Step 2: Have the government agency that is establishing the policy act as judge for the event.

Risk 77

Risk Consulting Modeling Data Processing 77

Alation

MAY 31, 2023

This year’s DGIQ West will host tutorials, workshops, seminars, general conference sessions, and case studies for global data leaders. He’ll share how “metadata normalization” played a key role in the journey to automation, the steps required to automate data governance processes, and why a data catalog was critical to the project’s success.

Data Governance 52

Data Governance Insurance Metadata Data-driven 52

Laminar Security

AUGUST 23, 2023

Together, these practices form the backbone of an organization’s overall cloud security strategy. A few benefits of establishing a cloud data strategy include: Enabling innovators to leverage data safely. What are the challenges of securing data in the cloud? What are the benefits of cloud data security?

Cost-Benefit 52

Cost-Benefit Risk Digital Transformation Strategy 52

CIO Business Intelligence

JANUARY 30, 2024

Even for more straightforward ESG information, such as kilowatt-hours of energy consumed, ESG reporting requirements call for not just the data, but the metadata, including “the dates over which the data was collected and the data quality,” says Fridrich. Approach strategy development in small increments.

Reporting 114

Reporting Data Quality Strategy Data-driven 114

Domino Data Lab

JULY 2, 2019

In other words, using metadata about data science work to generate code. One of the longer-term trends that we’re seeing with Airflow , and so on, is to externalize graph-based metadata and leverage it beyond the lifecycle of a single SQL query, making our workflows smarter and more robust. BTW, videos for Rev2 are up: [link].

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Cloudera

JUNE 6, 2019

The typical Cloudera Enterprise Data Hub Cluster starts with a few dozen nodes in the customer’s datacenter hosting a variety of distributed services. While this approach provides isolation, it creates another significant challenge: duplication of data, metadata, and security policies, or ‘split-brain’ data lake.

Metadata 86

Metadata Data Lake Optimization Strategy 86

AWS Big Data

MARCH 9, 2023

SCD2 metadata – rec_eff_dt and rec_exp_dt indicate the state of the record. Register source tables in the AWS Glue Data Catalog We use an AWS Glue crawler to infer metadata from delimited data files like the CSV files used in this post. It is also called the surrogate key and has a unique value that is monotonically increasing.

Slice and Dice 80

Slice and Dice Data Warehouse Metrics Metadata 80

AWS Big Data

JULY 26, 2023

This enables you to process a user’s query to find the closest vectors and combine them with additional metadata without relying on external data sources or additional application code to integrate the results. You can choose to host your collection on a public endpoint or within a VPC.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Cloudera

JULY 13, 2022

The service provides simple, easy-to-use, and feature-rich data movement capability to deliver data and metadata where it is needed, and has secure data backup and disaster recovery functionality. With the right strategy, Replication Manager assures that the data replication is efficient and reliable in multiple use cases. Conclusion.

Snapshot 87

Snapshot Management Cost-Benefit Metadata 87

Cloudera

JANUARY 21, 2021

By separating the compute, the metadata, and data storage, CDW dynamically adapts to changing workloads and resource requirements, speeding up deployment while effectively managing costs – while preserving a shared access and governance model.

Data Lake 93

Data Lake Data Warehouse IT Analytics 93

IBM Big Data Hub

JULY 17, 2023

Watsonx.data is built on 3 core integrated components: multiple query engines, a catalog that keeps track of metadata, and storage and relational data sources which the query engines directly access. Later this year, it will leverage watsonx.ai foundation models to help users discover, augment, and enrich data with natural language.

Machine Learning 65

Machine Learning Data Warehouse Modeling Cost-Benefit 65

Domino Data Lab

OCTOBER 9, 2019

NOAA hosts a unique concentration of the world’s climate science research throughout its labs and other centers, with experts in closely adjacent fields: polar ice, coral reef health, sunny day flooding, ocean acidification, fisheries counts, atmospheric C02, sea-level rise, ocean currents, and so on. Metadata Challenges.

Deep Learning 69

Deep Learning Metadata Machine Learning Data Science 69

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. To drive a successful Data Analytics strategy do you think it is a multidisciplinary activity and if so, what additional roles would you expect to see involved. Here is the link to the replay, in case you are interested.

Analytics 64

Analytics Measurement Modeling Data-driven 64