Smart Data Collective

FEBRUARY 17, 2021

In 2017, the global market for healthcare analytics was valued at $16.9 While there are a number of benefits of using data analytics in healthcare, there are also going to be some challenges. Due to the collaborative nature of EHRs, data from patient records can be shared across different practices.

Big Data 71

Big Data Software Marketing Snapshot 71

DataKitchen

MAY 10, 2021

Some will argue that observability is nothing more than testing and monitoring applications using tests, metrics, logs, and other artifacts. That’s a fair point, and it places emphasis on what is most important – what best practices should data teams employ to apply observability to data analytics.

Testing 214

Testing Manufacturing Data Quality Statistics 214

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. Test the solution Log in to your Salesforce account, and edit any record in the Account object. He is on a mission to help organization become data-driven.

Data Warehouse 76

Data Warehouse Data-driven Snapshot Testing 76

AWS Big Data

SEPTEMBER 14, 2023

Amazon Managed Service for Apache Flink , formerly known as Amazon Kinesis Data Analytics, is the AWS service offering fully managed Apache Flink. Each of the distributed components of an application asynchronously snapshots its state to an external persistent datastore. This is a two-phase operation.

Optimization 81

Optimization Snapshot Management Broadcasting 81

datapine

MAY 20, 2020

Additionally, CRM dashboard tools provide access to insights that offer a concise snapshot of your customer-driven performance and activities through a range of features and functionalities empowered by online data visualization tools. Test, tweak, evolve. Your Chance: Want to build professional CRM reports & dashboards?

Dashboards 265

Dashboards Reporting KPI Visualization 265

AWS Big Data

MAY 30, 2023

Under Instance configuration , for High Availability , choose Dev or test workload (Single-AZ). About the authors Manish Kola is a Data Lab Solutions Architect at AWS, where he works closely with customers across various industries to architect cloud-native solutions for their data analytics and AI needs. mode("append").save(s3_output_folder)

Data Lake 81

Data Lake Data Analytics Analytics Data Processing 81

AWS Big Data

NOVEMBER 1, 2023

Our pre-launch tests found that Amazon Redshift Multi-AZ deployments reduce recovery time to under 60 seconds or less in the unlikely case of an AZ failure. New queries issued at or after a failure occurs may experience run delays while the multi-AZ data warehouse is being recovered to a two AZ setup. See the required steps as below.

Data Warehouse 95

Data Warehouse Snapshot Testing Management 95

AWS Big Data

MARCH 28, 2023

Test SCD Type 2 implementation With the infrastructure in place, you’re ready to test out the overall solution design and query historical records from the employee dataset. This post is designed to be implemented for a real customer use case, where you get full snapshot data on a daily basis.

Data Lake 71

Data Lake Testing Snapshot Sales 71

datapine

APRIL 3, 2020

Online data visualization tools are the fast track to improved customer service intelligence, and robust contact center dashboards exist for that very purpose. Your Chance: Want to test a call center dashboard software for free? Your Chance: Want to test a call center dashboard software for free? We offer a 14-day free trial.

Dashboards 201

Dashboards Data-driven Reporting Analytics 201

AWS Big Data

OCTOBER 18, 2023

Many customers migrate their data warehousing workloads to Amazon Redshift and benefit from the rich capabilities it offers, such as the following: Amazon Redshift seamlessly integrates with broader data, analytics, and AI or machine learning (ML) services on AWS , enabling you to choose the right tool for the right job.

Analytics 96

Analytics Data Warehouse Testing Dashboards 96

AWS Big Data

OCTOBER 20, 2023

Final,connector=mysql,name=salesdb-server,ts_ms=1678099992174,snapshot=true,db=salesdb,table=CUSTOMER,server_id=0,file=binlog.000001,pos=43298383,row=0},op=r,ts_ms=1678099992174} Final,connector=mysql,name=salesdb-server,ts_ms=1678099992174,snapshot=true,db=salesdb,table=CUSTOMER,server_id=0,file=binlog.000001,pos=43298383,row=0},op=r,ts_ms=1678099992174}

Data Processing 87

Data Processing Snapshot Data Warehouse Management 87

AWS Big Data

OCTOBER 11, 2023

In this post, we discuss ways to modernize your legacy, on-premises, real-time analytics architecture to build serverless data analytics solutions on AWS using Amazon Managed Service for Apache Flink. For the template and setup information, refer to Test Your Streaming Data Solution with the New Amazon Kinesis Data Generator.

Management 105

Management Metadata Analytics Dashboards 105

AWS Big Data

JUNE 9, 2023

It is crucial that you perform testing to ensure that a table format meets your specific use case requirements. Amazon Redshift only supports Delta Symlink tables (see Creating external tables for data managed in Delta Lake for more information). Clustering data for better data colocation using z-ordering.

Data Lake 113

Data Lake Metadata Optimization Statistics 113

AWS Big Data

AUGUST 16, 2023

On the Code tab, choose Test , then Configure test event. Configure a test event with the default hello-world template event JSON. Configure a test event with the default hello-world template event JSON. Provide an event name without any changes to the template and save the test event.

Data Lake 72

Data Lake Metadata Testing Snapshot 72

AWS Big Data

MARCH 3, 2023

Tricentis is the global leader in continuous testing for DevOps, cloud, and enterprise applications. Speed changes everything, and continuous testing across the entire CI/CD lifecycle is the key. Tricentis instills that confidence by providing software tools that enable Agile Continuous Testing (ACT) at scale.

Software 52

Software Data Lake Testing Cost-Benefit 52

AWS Big Data

JUNE 12, 2023

Organizations across the world are increasingly relying on streaming data, and there is a growing need for real-time data analytics, considering the growing velocity and volume of data being collected. test-schema-registry MSKSchemaName Name of the schema. Refer to the first stack’s output.

Management 79

Management Metadata Testing Internet of Things 79

datapine

AUGUST 12, 2020

In the process, we will use an online data visualization software that lets us interact with, and drill deeper into bits and pieces of relevant data. Your Chance: Want to test professional business reporting software? Your Chance: Want to test professional business reporting software? Let’s get started.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

AWS Big Data

JUNE 10, 2024

In this blog post, we dive into different data aspects and how Cloudinary breaks the two concerns of vendor locking and cost efficient data analytics by using Apache Iceberg, Amazon Simple Storage Service (Amazon S3 ), Amazon Athena , Amazon EMR , and AWS Glue. SparkActions.get().expireSnapshots(iceTable).expireOlderThan(TimeUnit.DAYS.toMillis(7)).execute()

Data Lake 93

Data Lake Metadata Snapshot Analytics 93

datapine

APRIL 11, 2019

The interactivity is especially interesting in dashboarding when you have a broad target audience: it onboards newcomers easily while letting the ‘experts’ dig deeper into the data for more insights. Don’t be afraid to experiment with different approaches to storytelling with data. Experiment. A retailer’s store dashboard with KPIs.

Dashboards 169

Dashboards Visualization Data-driven Key Performance Indicator 169

DataKitchen

AUGUST 8, 2023

This is especially true regarding our one-to-many, producer-to-consumer relationships on our data architecture. Are problems with data tests? These questions are much more salient and actionable than pulling out the dusty old data lineage blueprint. Data Observability trumps lineage in a production crisis.

Data Quality 130

Data Quality Testing Snapshot Reporting 130

DataKitchen

JANUARY 23, 2023

DataOps Observability includes monitoring and testing the data pipeline, data quality, data testing, and alerting. Data testing is an essential aspect of DataOps Observability; it helps to ensure that data is accurate, complete, and consistent with its specifications, documentation, and end-user requirements.

Testing 130

Testing Data Governance Data Quality Data-driven 130

IBM Big Data Hub

SEPTEMBER 25, 2023

Presto was able to achieve this level of scalability by completely separating analytical compute from data storage. Presto is an open source distributed SQL query engine for data analytics and the data lakehouse, designed for running interactive analytic queries against datasets of all sizes, from gigabytes to petabytes.

OLAP 87

OLAP Data Lake Data-driven Snapshot 87