DataKitchen

NOVEMBER 29, 2021

From our unique vantage point in the evolution toward DataOps automation, we publish an annual prediction of trends that most deeply impact the DataOps enterprise software industry as a whole. Model developers will test for AI bias as part of their pre-deployment testing. Companies Commit to Remote. Data Observability.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

DataKitchen

AUGUST 9, 2021

In essence, a domain is an integrated data set and a set of views, reports, dashboards, and artifacts created from the data. The domain requires a team that creates/updates/runs the domain, and we can’t forget metadata: catalogs, lineage, test results, processing history, etc., ….

Testing 246

Testing Data Lake Metadata Publishing 246

DataKitchen

AUGUST 13, 2021

A drug company tests 50,000 molecules and spends a billion dollars or more to find a single safe and effective medicine that addresses a substantial market. Figure 1: A pharmaceutical company tests 50,000 compounds just to find one that reaches the market. A DataOps superstructure provides a common testing framework.

Testing 246

Testing Dashboards Marketing Measurement 246

DataKitchen

APRIL 26, 2021

GSK had been pursuing DataOps capabilities such as automation, containerization, automated testing and monitoring, and reusability, for several years. We prioritized mission-critical ETL pipelines and senior leadership dashboards – the types of things you never want to get the call when they go wrong.”

Measurement 246

Measurement Metrics Data-driven Dashboards 246

AWS Big Data

OCTOBER 30, 2024

Collaborating closely with our partners, we have tested and validated Amazon DataZone authentication via the Athena JDBC connection, providing an intuitive and secure connection experience for users. Publish data assets – As the data producer from the retail team, you must ingest individual data assets into Amazon DataZone.

Visualization 116

Visualization Data Lake Testing Data Governance 116

AWS Big Data

AUGUST 10, 2023

Building a streaming data solution requires thorough testing at the scale it will operate in a production environment. However, generating a continuous stream of test data requires a custom process or script to run continuously. In our testing with the largest recommended instance (c7g.16xlarge),

Testing 87

Testing Dashboards Cost-Benefit Data Processing 87

DataKitchen

OCTOBER 11, 2021

The data engineer then emails the BI Team, who refreshes a Tableau dashboard. There are no automated tests , so errors frequently pass through the pipeline. The delays impact delivery of the reports to senior management, who are responsible for making business decisions based on the dashboard. Adding Tests to Reduce Stress.

Testing 152

Testing Metadata Dashboards Statistics 152

AWS Big Data

JUNE 19, 2023

In OpenSearch Dashboards, choose Security in the navigation pane. Navigate to Dev Tools in OpenSearch Dashboards and run the following command: GET _cat/templates This confirms that the scripts were successful. In OpenSearch Dashboards, navigate to the Dashboards page. Choose Import.

Publishing 96

Publishing Dashboards Visualization Management 96

O'Reilly on Data

APRIL 2, 2019

A few years ago, we started publishing articles (see “Related resources” at the end of this post) on the challenges facing data teams as they start taking on more machine learning (ML) projects. A catalog or a database that lists models, including when they were tested, trained, and deployed.

Machine Learning 269

Machine Learning Modeling Data Science Software 269

datapine

JULY 3, 2019

to brand mentions and platform traffic, all through the use of a marketing dashboard (or social media KPI dashboard, as it’s also known). To put this into perspective, a comprehensive Facebook dashboard will provide a birds-eye view of the most valuable social metrics you need to track. 2) Number of fans. 6) Viewer retention.

Metrics 219

Metrics KPI Strategy ROI 219

Occam's Razor

SEPTEMBER 5, 2023

An extraordinary amount of time, effort, $$$ are spent on building dashboards/scorecards for CMOs… Yet, the end result, nearly always, is a useless data puke. CMO dashboards end up being useless when capabilities exceed needs. Personal Bias: I prefer the word Scorecard over Dashboard. It turns out boiling the ocean is hard.

Marketing Analytics 78

Marketing Analytics Dashboards Marketing Scorecard 78

datapine

JANUARY 18, 2023

In addition, we will see how online dashboards have overthrown the static nature of classic reports and given way to a much faster, more interactive way of working with data. Your Chance: Want to test a modern reporting software for free? Your Chance: Want to test a modern reporting software for free?

Reporting 201

Reporting Metrics Dashboards Visualization 201

DataKitchen

OCTOBER 28, 2021

This article was originally published in Forbes. Authors of an article published by McKinsey Global Institute assert that “more human vigilance is needed to critically analyze the unfair biases that can become baked in and scaled by AI systems.” The car is tested before it is sold and then monitored while in operation.

Testing 130

Testing IT Manufacturing Machine Learning 130

datapine

FEBRUARY 4, 2020

That said, we will go into details of a marketing campaign report, provide a digital marketing report template, and look into marketing reporting and analysis with the help of carefully created dashboards. It shows how targets are performing in a monthly view, but the user can easily set this marketing dashboard to a yearly time frame.

Reporting 280

Reporting Marketing Advertising Metrics 280

O'Reilly on Data

JULY 15, 2019

In recent posts, we described requisite foundational technologies needed to sustain machine learning practices within organizations, and specialized tools for model development, model governance, and model operations/testing/monitoring. Health care is another highly regulated industry that AI is rapidly changing. Earlier this year, the U.S.

Machine Learning 51

Machine Learning Management Enterprise Risk Management 51

CIO Business Intelligence

APRIL 8, 2025

Publish metadata, documentation and use guidelines. Regularly reviewing these metrics, publishing dashboards and iterating in sprints allows organizations to gauge progress, identify emerging issues and refine strategies accordingly. Define quality SLAs and version control. Measure and improve. Scale governance. Synthetic data.

Data Quality 102

Data Quality Data-driven Key Performance Indicator Metadata 102

datapine

SEPTEMBER 29, 2022

As quality issues are often highlighted with the use of dashboard software , the change manager plays an important role in the visualization of data quality. Once this data is tallied, it can be connected to an online reporting software to report on the state of quality and the exceptions that exist within a data quality dashboard.

Data Quality 241

Data Quality Metrics Data-driven Management 241

datapine

FEBRUARY 9, 2024

It’s our consumer demands that are communicated to businesses via KPI examples , dictating how the brands or businesses craft and develop the content they publish. Your Chance: Want to test a KPI management software for free? One way of testing this is by making sure the organization has completed this objective before.

KPI 221

KPI Management Key Performance Indicator Measurement 221

AWS Big Data

OCTOBER 26, 2023

High-concurrency workloads – A growing use case we see is using Amazon Redshift to serve dashboard-like workloads. The prototypical example of this is an Amazon Redshift-backed BI dashboard that has a spike in traffic Monday mornings when a large number of users start their week. The results are shown in the following chart.

Data Warehouse 110

Data Warehouse Cost-Benefit Dashboards Optimization 110

Jen Stirrup

SEPTEMBER 30, 2021

BI tools access and analyze data sets and present analytical findings in reports, summaries, dashboards, graphs, charts and maps to provide users with detailed intelligence about the state of the business ( CIO ). Using R means that we could test, build and assess our model using R. What happens if you don’t know any coding?

Business Intelligence 135

Business Intelligence Data mining Machine Learning Testing 135

Smarten

JUNE 30, 2023

Dashboard / Publish : My user list is empty while publishing any object.

Predictive Modeling 78

Predictive Modeling Dashboards Publishing Testing 78

Smart Data Collective

OCTOBER 13, 2020

You can use it to schedule social media posts and screen the test. You can also specify when a project has been submitted and is pending approval or has been completed and published. Sendible features an incorporated dashboard and tools identifying with publishing, cooperation, examination, CRM, tuning in, and portable.

Marketing 130

Marketing Analytics Publishing Big Data 130

AWS Big Data

DECEMBER 17, 2024

For example, dashboarding applications are a very common use case in Redshift customer environments where there is high concurrency and queries require quick, low-latency responses. First query response times for dashboard queries have significantly improved by optimizing code execution and reducing compilation overhead.

Data Lake 82

Data Lake Data Warehouse Data-driven Optimization 82

AWS Big Data

AUGUST 31, 2023

Users search, explore, and analyze the data with OpenSearch Dashboards. Use OpenSearch dashboards to map a pipeline role to an appropriate backend role. When you have configured the Kafka source, choose the network access type and log publishing options. Log in to OpenSearch Dashboards to see your indexes and search the data.

Testing 118

Testing Data Processing Dashboards Management 118

datapine

NOVEMBER 30, 2023

Your Chance: Want to test a modern data visualization tool? For example, a breakdown of articles with the URL, topic, author, and website section in which it is published. Your Chance: Want to test a modern data visualization tool? Sales This next table chart template perfectly adds to a professional sales dashboard.

Visualization 186

Visualization Cost-Benefit Sales KPI 186

DataKitchen

OCTOBER 25, 2022

He wonders what it would take to create a dashboard that could monitor his pipelines and alert him to potential problems or track negative trends before he gets the next dreaded call. Jason considers his dashboard idea but quickly realizes the complexity of building such a system. DataOps Observability Starts with Data Journeys.

Testing 130

Testing Data-driven Visualization Dashboards 130

Occam's Razor

NOVEMBER 2, 2015

Higher Order Bits: Human vs. Business, Success KPIs, S-T-D-C Framework, MoR Test. Using a tool like True Social Metrics , you can quickly create a glorious centralized dashboard like this one for your Social Media efforts… Please see the post for more details on how to calculate each metric. It is pronounced the more test.

B2B 167

B2B Metrics Recreation/Entertainment Testing 167

CIO Business Intelligence

APRIL 15, 2022

MIT Technology Review has chronicled a number of failures, most of which stem from errors in the way the tools were trained or tested. PHE uses an automated process to transfer COVID-19 positive lab results as a CSV file into Excel templates used by reporting dashboards and for contact tracing. The culprit? In a statement on Oct.

Analytics 145

Analytics Machine Learning Insurance Testing 145

DataKitchen

MARCH 16, 2023

What are the metrics that matter? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023. Automated data test tools can help identify data entry errors or processing errors. Forty-five metrics!

Metrics 130

Metrics Data Analytics Analytics Measurement 130

AWS Big Data

MARCH 25, 2025

Configure the MSK client for the primary cluster Complete the following steps to configure the MSK client: On the Amazon EC2 console, navigate to the EC2 instance of the primary Region ( us-east-1 ) and connect to the EC2 instance dr-test-primary-KafkaClientInstance1 using Session Manager , a capability of AWS Systems Manager.

Metrics 85

Metrics Testing Management Risk 85

AWS Big Data

OCTOBER 11, 2023

Key performance indicators (KPIs) of interest for a call center from a near-real-time platform could be calls waiting in the queue, highlighted in a performance dashboard within a few seconds of data ingestion from call center streams. The near-real-time insights can then be visualized as a performance dashboard using OpenSearch Dashboards.

Management 118

Management Metadata Analytics Dashboards 118

O'Reilly on Data

MARCH 31, 2020

This has serious implications for software testing, versioning, deployment, and other core development processes. You might establish a baseline by replicating collaborative filtering models published by teams that built recommenders for MovieLens, Netflix, and Amazon. But this is a best-case scenario, and it’s not typical.

Management 363

Management Machine Learning Experimentation Metrics 363

AWS Big Data

SEPTEMBER 7, 2023

We will partition and format the server access logs with Amazon Web Services (AWS) Glue , a serverless data integration service, to generate a catalog for access logs and create dashboards for insights. Using Amazon Athena and Amazon QuickSight, we query and create dashboards for insights. Disable the access log on the source bucket.

Metadata 112

Metadata Dashboards Metrics Visualization 112

FineReport

FEBRUARY 17, 2021

Report any quality testing and any issues found. Project Dashboard. A project dashboard offers a high-level view of the critical data about your project’s current status. Project Management Dashboard (by FineReport). Risk management. Schedule and timeline. Various Gantt Chart Templates (Buit-in FineReport).

Reporting 98

Reporting Management Dashboards Risk 98

AWS Big Data

JULY 31, 2024

At the time of publishing this blog post, these subscription filters support delivering logs to Amazon OpenSearch Service provisioned clusters only. aws lambda publish-layer-version --layer-name Data-requests --description "My Python layer" --zip-file fileb://python_modules.zip --compatible-runtimes python3.x zip -r python_modules.zip.

Visualization 103

Visualization Dashboards Testing Publishing 103

Sisense

MARCH 2, 2020

The Sisense REST APIs, in particular, enable advanced users and developers to programmatically automate workflows and access server functionalities like user and security management, dashboard/widget, branding, and administration settings. Second, not setting up automated disaster recovery and tests increases the risks of long outages.

Modeling 87

Modeling Data-driven Dashboards Testing 87

Cloudera

JULY 21, 2022

Cloudera users can securely connect Rill to a source of event stream data, such as Cloudera DataFlow , model data into Rill’s cloud-based Druid service, and share live operational dashboards within minutes via Rill’s interactive metrics dashboard or any connected BI solution. Figure 1: Rill and Cloudera Architecture.

Metrics 87

Metrics Slice and Dice Data Warehouse Dashboards 87