AWS Big Data

APRIL 3, 2024

Additionally, Amazon DataZone now offers APIs for importing data quality scores from external systems. Additionally, you can now use new Amazon DataZone APIs to import data quality scores produced by external systems into the data assets. For this example, we use the same synthetic dataset as earlier, generated with Synthea.

Data Quality 87

Data Quality Visualization Metadata Metrics 87

AWS Big Data

MARCH 11, 2024

With proper application tagging, you could also break this spend down by application to see which applications account for the cost. However, it’s crucial to recognize that this reduction could adversely affect performance if not thoroughly assessed and tested.

Management 95

Management Snapshot Metrics Cost-Benefit 95

IBM Big Data Hub

DECEMBER 19, 2023

In this stage, the focus is building an enterprise catalog of continuous integration, deployment and testing (CI/CD/CT) and Ops patterns with necessary tooling integrations to automate core development and testing activities.

Testing 81

Testing Enterprise Modeling Software 81

Cloudera

OCTOBER 18, 2022

In the first iteration of Project CloudCost, we ingested data directly from the SaaS vendor but later moved to ingest usage data from the three cloud vendors’ public APIs. One of the core requirements to successfully understand your cloud spend is having your resources properly tagged.

IT 85

IT Data Warehouse Dashboards Visualization 85

AWS Big Data

MAY 4, 2023

You can define the mapped database roles as a principal tag for the IdP groups or IAM role, so Amazon Redshift database roles and users who are members of those IdP groups are granted to the database roles automatically. The API uses the principal tags to determine the user and database roles that the user belongs to.

Finance 79

Finance Data Warehouse Sales Metadata 79

O'Reilly on Data

MAY 25, 2021

There have also been colorful conversations about whether GPT-3 can pass the Turing test, or whether it has achieved a notional understanding of consciousness, even amongst AI scientists who know the technical mechanics. When the human tries to stump the bot by texting “Testing what is 2+2?,” Among other things.

Modeling 346

Modeling Marketing Testing Machine Learning 346

AWS Big Data

MARCH 30, 2023

With ACK, you can use the Kubernetes API and configuration language to create and configure AWS resources the same way you create and configure a Kubernetes data processing job. Because most of the managed services are serverless, you can build and manage your entire data pipeline using the Kubernetes API with tools such as kubectl.

Data-driven 71

Data-driven Metadata Testing Management 71

AWS Big Data

MARCH 18, 2024

Use geospatial queries to tag addresses to census blocks. Workgroups have network and security settings that you can configure using the Redshift Serverless console, the AWS Command Line Interface (AWS CLI), or the Redshift Serverless APIs. Set up a place index in Amazon Location Service. Subscribe to census data on AWS Data Exchange.

Data Warehouse 79

Data Warehouse Visualization Snapshot Data-driven 79

O'Reilly on Data

MARCH 7, 2019

Not only will named entity recognition or entity resolution models fail, but even basic tasks such as tokenization , part of speech tagging , and sentence segmentation will fail for the majority of sentences. If you don’t believe me, feel free to test it yourself with the six popular NLP cloud services and libraries listed below.

Deep Learning 227

Deep Learning Testing Machine Learning Modeling 227

DataRobot Blog

JUNE 16, 2022

If you are new to working with DataRobot, you’re welcome to check out our documentation , where you can find the UI docs, API docs, and tutorials. The integration uses the DataRobot Python API Client , which communicates with DataRobot instances via REST API. DataRobot Python API Client >= 2.27.1. Configuration.

Machine Learning 59

Machine Learning Modeling Testing Publishing 59

Cloudera

OCTOBER 11, 2021

The platform converges data cataloging, data ingestion, data profiling, data tagging, data discovery, and data exploration into a unified platform, driven by metadata. First-class APIs to support automation and CI/CD use cases for seamless integration . Cost efficiencies by taking advantage of Spot instances.

Data Lake 90

Data Lake Cost-Benefit Data-driven Dashboards 90

CIO Business Intelligence

SEPTEMBER 29, 2023

These skills include expertise in areas such as text preprocessing, tokenization, topic modeling, stop word removal, text classification, keyword extraction, speech tagging, sentiment analysis, text generation, emotion analysis, language modeling, and much more.

Deep Learning 142

Deep Learning Machine Learning Modeling Consulting 142

Insight

MARCH 12, 2020

Using nothing more than a book’s synopsis, the AIgent can surface similar books, genre tags, and sales proxies. for example genre tags, ratings, and sales. For my purposes, the most interesting data on Goodreads comes in the form of genre/content tags. Unfortunately, that API does not permit collection of synopses.

Modeling 59

Modeling Metadata Publishing Sales 59

AWS Big Data

MARCH 14, 2023

Recently, one of the largest wireless carriers in North America revealed that hackers compromised a database of its customer information through unauthorized use of an API and acquired the personal details of millions of individuals, including names, addresses, phone numbers, and account numbers. First, define the name of the alert.

Analytics 60

Analytics Dashboards Visualization Testing 60

CDW Research Hub

MARCH 18, 2021

AWS CloudTrail for API and console logging. Detailed tagging. API gateway. Multiple VPCs are used based on the organization structure, including security as well as development, test and production. Network access control lists (NACLs). DX connectivity to primary data center and a colocation facility. VPC flow logs.

Data Processing 52

Data Processing Optimization Consulting Testing 52

Cloudera

SEPTEMBER 28, 2020

They have dev, test, and production clusters running critical workloads and want to upgrade their clusters to CDP Private Cloud Base. Customer Environment: The customer has three environments: development, test, and production. Test and QA. Test and QA. Let’s take a look at one customer’s upgrade journey. Background: .

Testing 130

Testing Metadata Risk Data Science 130

AWS Big Data

APRIL 25, 2024

The policies attached to the Amazon MWAA role have full access and must only be used for testing purposes in a secure test environment. You can create an Airflow connection using the UI, AWS CLI, or API. Test the connection, then save your settings. For more information, see Accessing an Amazon MWAA environment.

Metadata 72

Metadata Data Processing Management Testing 72

AWS Big Data

OCTOBER 4, 2023

The Amazon EMR console allows you to configure up to 5 instance types for your core fleet and 15 instance types for your task fleet with the Spot allocation strategy , which allows up to 30 instance types for each fleet from the AWS Command Line Interface (AWS CLI) or Amazon EMR API. For Resource tags , use Name= MyTrinoCluster.

Big Data 79

Big Data Optimization Data-driven Management 79

IBM Big Data Hub

APRIL 18, 2024

According to Andreessen Horowitz (link resides outside IBM.com ) , in 2023, the average spend on foundation model application programming interfaces (APIs), self-hosting and fine-tuning models across surveyed companies reached USD 7 million. 46% of survey respondents in 2024 showed a preference for open source models.

Cost-Benefit 88

Cost-Benefit Modeling Manufacturing Interactive 88

Ontotext

FEBRUARY 14, 2024

One such example is the tagging behind News On the Web. N/A: Either dataset has no offset annotations or results are not available. * CEEL is fine-tuned on AIDA/CONLL-YAGO Train dataset; evaluation is performed on Test B. ** Since mGENRE is only an Entity Disambiguation model, the Entity Recognition component was developed by Ontotext.

Cost-Benefit 52

Cost-Benefit Modeling Metadata Optimization 52

Cloudera

MAY 26, 2021

The Solr server will log all queries submitted to the Solr API. Once these settings have been configured we can test to see that the events are being sent correctly. Impala Daemon Logging Advanced Configuration Snippet (Safety Valve). log4j.appender.RANGER_AUDIT=org.apache.log4j.DailyRollingFileAppender. log4j.appender.SYSAUDIT.filter.a=org.apache.log4j.varia.LevelRangeFilter.

Reporting 73

Reporting Management Measurement Testing 73

Alation

JUNE 20, 2023

After its 2021 acquisition of Heights Finance Corporation, CURO needed to catalog and tag its legacy data while integrating Heights’ data — quickly. So we asked a lot of questions and got to utilize the test flight and play with the catalog to make sure it fit our needs. to the rescue Alation: We understand the APIs were very handy.

Technology 52

Technology Data Governance Data Warehouse Software 52

AWS Big Data

JUNE 6, 2023

In order to mature our data marts, it became clear that we needed to provide Analysts and other data consumers with all tracked digital analytics data in our DWH as they depend on it for analyses, reporting, campaign evaluation, product development and A/B testing. We made sure to add appropriate tags for cost monitoring.

Analytics 55

Analytics Data Lake Testing Optimization 55

CIO Business Intelligence

MARCH 7, 2023

Normally Cenkl reviews résumés and searches by skills tags to find the right people for a project. And over at used car retailer CarMax, they’ve been using generative AI for over a year, leveraging OpenAI’s APIs to consolidate customer review text to summaries that are more manageable and readable. That’s incredibly powerful.”

Enterprise 111

Enterprise IT Experimentation Unstructured Data 111

AWS Big Data

FEBRUARY 9, 2023

Developers need to understand the application APIs, write implementation and test code, and maintain the code for future API changes. You can configure Amazon AppFlow to run your data ingestion in three different ways: On-demand – You can manually run the flow through the AWS Management Console , API, or SDK call.

Data Warehouse 74

Data Warehouse Data-driven Snapshot Testing 74

CIO Business Intelligence

MAY 3, 2022

A strong governance plan that includes best practices like tagging, workload management, RACI [responsible, accountable, consulted, and informed] matrix , rightsizing, cost management, security monitoring, etc., “This change in paradigm makes it very complex to navigate, and the only tool that we have is governance,” Vazquez says. “A

Management 144

Management Scorecard Cost-Benefit Risk 144

Domino Data Lab

OCTOBER 14, 2020

With a simple keyword search a scientist can scan projects, files, collaboration comments, prior runs, user created tags and more to find other relevant research or subject matter experts. The true knowledge acceleration however, occurs by discovery of others research on the platform. Instant training infrastructure. Hyperparameter Tuning.

Experimentation 99

Experimentation Modeling Deep Learning Testing 99

Cloudera

JANUARY 30, 2019

Build and execute model training runs in isolation and deploy models directly from source as REST APIs, tracking performance and any user-specified artifacts to easily rollback to old versions. Run experiments with historical reference for hyperparameter tuning, feature engineering, grid searches, A/B testing and more.

Data Science 72

Data Science Machine Learning Experimentation Cost-Benefit 72

IBM Big Data Hub

AUGUST 16, 2023

One way that organizations can do this is through cost allocation tagging; this provides deeper visibility into tracking cloud usage and associated costs, providing visibility into excess costs within compute and memory. SaaS (Software-as-a-Service) provides on-demand access to ready-to-use, cloud-hosted application software.

Cost-Benefit 68

Cost-Benefit Data Processing Optimization Software 68

AWS Big Data

APRIL 18, 2023

Using ${user:email} here ensures that the email address for the user in IAM Identity Center is passed in the tag of the SAML response. Specify the user in the format user/ (for example, user/test@example.com ). Configure Subject to map to ${user:email} , with the format unspecified. Choose Save changes. Choose Save.

Dashboards 78

Dashboards Metadata Management Testing 78

AWS Big Data

NOVEMBER 15, 2023

It is possible to define stages (DEV, INT, PROD) in each layer to allow structured release and test without affecting PROD. For dbt deployment and scheduling, we use GitHub Actions which allows us to introduce new dbt models and changes easily with automatic deployments and tests.

Dashboards 93

Dashboards Analytics Metadata Optimization 93

Smart Data Collective

MARCH 5, 2022

Data scientists can develop their own customized data mining tools that use the Google Keyword Planner API to find the best keywords for their business. When it comes to new apps and websites, they all have to be tested beforehand, and people get paid to do this. It uses complex data analytics features.

Data mining 133

Data mining Big Data Data-driven Data Science 133

Ontotext

JANUARY 26, 2023

web service/API interfaces and communication protocols). Focused on acquisition only, building automation engineers do not take into account the tagging quality and the need for analytics at a later stage. As a result of these data quality issues, the need for integrity checks arises.

Interactive 52

Interactive Metadata Data Integration Data-driven 52

Cloudera

JUNE 28, 2022

Here, for example, the data received previously by the ListenUDP processor is “tagged” with the name of the schema that we want to use: “transaction.” All the functionality from the GUI is also available programmatically, either through the CDP CLI or the CDF API. ” Scoring and routing transactions.

Dashboards 81

Dashboards Machine Learning Statistics KPI 81

IBM Big Data Hub

MARCH 22, 2024

However, various challenges arise in the QA domain that affect test case inventory, test case automation and defect volume. Managing test case inventory can become problematic due to the sheer volume of cases, which lead to inefficiencies and resource constraints.

Testing 81

Testing Optimization Software Risk 81

Domino Data Lab

JUNE 23, 2019

As a result, Skomoroch advocates getting “designers and data scientists, machine learning folks together and using real data and prototyping and testing” as quickly as possible. You can’t just plug it in off the shelf, using Cloud APIs. Testing is critical. It’s very hard to have stable tests. Transcript.

Management 110

Management Machine Learning Experimentation Metrics 110

Occam's Razor

JULY 23, 2012

Would I be required to set up various A/B and multivariate tests for that company? This could cover current or new javascript tag implementation (which has to be both correct and complete ). What could be the other deliverable for a web analytic project? What could be their expectation beyond submitting the report? Talk to your client.

Consulting 126

Consulting Analytics Reporting Measurement 126