Smart Data Collective

JUNE 17, 2025

Reading: Free Tools to Test Website Accessibility Share Notification Font Resizer Aa Font Resizer Aa Search About Help Privacy Follow US © 2008-23 SmartData Collective. Axe DevTools: a solid foundation for automated testing 2. Taba11y: test your tab order with one click 4. All Rights Reserved. companies are using these tools.

Testing 59

Testing Big Data Consulting Data-driven 59

Cloudera

NOVEMBER 13, 2024

Hosting Costs : Even if an organization wants to host one of these large generic models in their own data centers, they are often limited to the compute resources available for hosting these models. Build and test training and inference prompts. The Need for Fine Tuning Fine tuning solves these issues. Data Preparation.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

AWS Big Data

SEPTEMBER 11, 2024

This allows developers to test their application with a Kafka cluster that has the same configuration as production and provides an identical infrastructure to the actual environment without needing to run Kafka locally. A bastion host instance with network access to the MSK Serverless cluster and SSH public key authentication.

Testing 110

Testing Data Processing Management IT 110

O'Reilly on Data

FEBRUARY 13, 2025

In fact, I realized that I could test my exercises by pasting them verbatim into an AI. After experimenting with different approaches, I found that generating unit tests was an effective next step. Unit tests work well because their logic is simple and easy to verify, making them a safe way to practice AI-assisted coding.

Testing 189

Testing Experimentation Data Processing Interactive 189

AWS Big Data

NOVEMBER 27, 2024

dbt Cloud is a hosted service that helps data teams productionize dbt deployments. You’re now ready to sign in to both Aurora MySQL cluster and Amazon Redshift Serverless data warehouse and run some basic commands to test them. Choose Test Connection. Choose Next if the test succeeded. Choose Create.

Data Warehouse 110

Data Warehouse Analytics Testing Sales 110

CIO Business Intelligence

NOVEMBER 29, 2024

This translates to a fully integrated solution that offers rigorous testing and validation, while transforming data into truly valuable insights, rather than vague recommendations. One trait of such a comprehensive tool is the ability to simplify AI deployment, while supporting multiple deployment options across the enterprise landscape.

Enterprise 144

Enterprise IT Data-driven Data Processing 144

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 98

Testing Dashboards Cost-Benefit Data Processing 98

CIO Business Intelligence

JUNE 13, 2024

Not instant perfection The NIPRGPT experiment is an opportunity to conduct real-world testing, measuring generative AI’s computational efficiency, resource utilization, and security compliance to understand its practical applications. For now, AFRL is experimenting with self-hosted open-source LLMs in a controlled environment.

Testing 119

Testing Experimentation Data Processing Modeling 119

DataKitchen

NOVEMBER 29, 2021

Model developers will test for AI bias as part of their pre-deployment testing. Quality test suites will enforce “equity,” like any other performance metric. Continuous testing, monitoring and observability will prevent biased models from deploying or continuing to operate. Companies Commit to Remote.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

O'Reilly on Data

JULY 11, 2025

While most companies today remain in the “testing” phase , as agents make their way throughout the organization, workers will need to figure out how to integrate them into their workflows. Join host Mike Amundsen and an esteemed lineup of API experts on July 17 for the O’Reilly API Superstream, all about creating APIs optimized for AI agents.

Metadata 147

Metadata Data Processing Software Optimization 147

AWS Big Data

NOVEMBER 19, 2024

You can now test the newly created application by running the following command: npm run dev By default, the application is available on port 5173 on your local machine. For simplicity, we use the Hosting with Amplify Console and Manual Deployment options. The base application is shown in the workspace browser.

Data Processing 97

Data Processing Metadata Publishing Testing 97

KDnuggets

JULY 11, 2025

Quality Evaluation and Testing : Unlike traditional ML models with clear accuracy metrics, evaluating generative AI requires more sophisticated approaches. Design iteratively—test variations and measure results systematically. This requires new approaches to testing, debugging, and quality assurance.

Machine Learning 104

Machine Learning Testing Data Science Cost-Benefit 104

David Menninger's Analyst Perspectives

MAY 15, 2025

Oracle recently hosted its annual Database Analyst Summit, sharing the vision and strategy for its data platform. The software provider also claims to be working on other types of assistants, such as creating data integration and transformation pipelines, test data and generating schemas.

Data Lake 147

Data Lake Data Warehouse Machine Learning Software 147

AWS Big Data

DECEMBER 16, 2024

For each service, you need to learn the supported authorization and authentication methods, data access APIs, and framework to onboard and test data sources. The SageMaker Lakehouse data connection testing capability boosts your confidence in established connections. On your project, in the navigation pane, choose Data. Choose Next.

Visualization 92

Visualization Data Processing Testing Publishing 92

AWS Big Data

DECEMBER 5, 2024

In each environment, Hydro manages a single MSK cluster that hosts multiple tenants with differing workload requirements. To address this, we used the AWS performance testing framework for Apache Kafka to evaluate the theoretical performance limits. The following figure shows an example of a test cluster’s performance metrics.

Metrics 97

Metrics Dashboards Testing Optimization 97

CIO Business Intelligence

JUNE 19, 2025

In Babson’s Master of Science in Management in Entrepreneurial Leadership (MSEL) program, students in the “Leading Entrepreneurial Action Project” course used custom GenAI agents to test and shape business ideas. To support this interest, we’re planning to host a staff hack-a-thon in the fall,” says Patria.

Testing 110

Testing Risk Data Processing Marketing 110

CIO Business Intelligence

FEBRUARY 20, 2025

However, this perception of resilience must be backed up by robust, tested strategies that can withstand real-world threats. Given the rapid evolution of cyber threats and continuous changes in corporate IT environments, failing to update and test resilience plans can leave businesses exposed when attacks or major outages occur.

IT 98

IT Testing Strategy Data Processing 98

CIO Business Intelligence

MARCH 26, 2025

In general, it means any IT system or infrastructure solution that an organization no longer considers the ideal fit for its needs, but which it still depends on because the platform hosts critical workloads. Designating something as a legacy platform doesnt necessarily mean that the original platform vendor no longer supports it.

Risk 121

Risk Data Processing Cost-Benefit Data Governance 121

CIO Business Intelligence

MARCH 25, 2025

What CIOs can do: To make transitions to new AI capabilities less costly, invest in regression testing and change management practices around AI-enabled large-scale workflows. It also anonymizes all PII so the cloud-hosted chatbot cant be fed private information.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

AWS Big Data

SEPTEMBER 10, 2024

Redshift Test Drive is a tool hosted on the GitHub repository that let customers evaluate which data warehouse configurations options are best suited for their workload. Generating and accessing Test Drive metrics The results of Amazon Redshift Test Drive can be accessed using an external schema for analysis of a replay.

Testing 111

Testing Snapshot Data Warehouse Metrics 111

CIO Business Intelligence

MARCH 24, 2025

Hardly any interest in public cloud Interestingly, more than two-thirds of the surveyed companies are pursuing a company-specific approach and prefer private cloud (48%) or on-premises (19%) hosting options. In contrast, justunder 30%follow the standard set by SAP and have chosen the public cloud as their hosting option.

Data Processing 113

Data Processing Consulting Testing Optimization 113

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? Business intelligence is moving away from the traditional engineering model: analysis, design, construction, testing, and implementation. You need to determine if you are going with an on-premise or cloud-hosted strategy. Finalize testing. Train end-users.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

AWS Big Data

DECEMBER 20, 2024

Data preparation The two datasets are hosted as two Data Catalog tables, venue and event , in a project in Amazon SageMaker Unified Studio (preview), as shown in the following screenshots. Next, the merged data is filtered to include only a specific geographic region. The following screenshot shows an example of the venue table.

Data Integration 105

Data Integration Visualization Data Processing Big Data 105

CIO Business Intelligence

OCTOBER 23, 2024

Organizations experimenting with gen AI typically set up enterprise-grade accounts with cloud-based services such as OpenAI’s ChatGPT or Anthropic’s Claude, and early field tests and productivity benefits may inspire them to look for more opportunities to deploy the technology. They’re being purchased up and used,” he says.

Cost-Benefit 136

Cost-Benefit Enterprise Testing Consulting 136

Jen Stirrup

JULY 13, 2025

Attempting to build advanced analytics or AI capabilities on shaky data foundations is akin to constructing a skyscraper on quicksand—it may look impressive at first, but it simply won’t stand the test of time. Is your organization going to host one of the 60% of AI projects that will fail by 2026, according to Gartner?

Digital Transformation 81

Digital Transformation Consulting Data Strategy Business Intelligence 81

O'Reilly on Data

MARCH 11, 2025

On May 8, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. R1s release has provoked a blizzard of arguments and discussions.

Data Processing 173

Data Processing Software Modeling Marketing 173

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes.

Machine Learning 297

Machine Learning Modeling Testing Risk Management 297

CIO Business Intelligence

MAY 6, 2025

Theres middleware dependencies, theres database connections, and when you think about rewriting something this mission-critical, you need really intensive testing. The SSAs COBOL-based systems would have to be reverse-engineered to ensure proper test coverage of the new code, a major undertaking, Jassal adds.

IT 122

IT Cost-Benefit Digital Transformation Testing 122

datapine

MAY 20, 2020

At its core, CRM dashboard software is a smart vessel for data analytics and business intelligence – digital innovation that hosts a wealth of insightful CRM reports. This most value-driven CRM dashboard and a powerful piece of CRM reporting software host a cohesive mix of visual KPIs. Test, tweak, evolve. Sales Activity.

Dashboards 265

Dashboards Reporting KPI Visualization 265

CIO Business Intelligence

APRIL 17, 2025

Latency problems may also arise when an organization uses SaaS services or on-prem applications that are not hosted in the cloud, but that need to send or receive data from resources hosted in the organizations public cloud environment. However, techniques and best practices can help smooth the process as much as possible.

Data Processing 101

Data Processing Cost-Benefit Optimization Testing 101

AWS Big Data

OCTOBER 14, 2024

You can use these labels to determine which nodes of the cluster should host specific YARN containers (such as mappers vs. reducers in a MapReduce, or drivers vs. executors in Apache Spark). This feature is enabled by default when a cluster is launched with Amazon EMR 7.2.0

Cost-Benefit 111

Cost-Benefit Optimization Big Data Management 111

CIO Business Intelligence

DECEMBER 11, 2024

Manish Limaye Pillar #1: Data platform The data platform pillar comprises tools, frameworks and processing and hosting technologies that enable an organization to process large volumes of data, both in batch and streaming modes. He is currently a technology advisor to multiple startups and mid-size companies.

Management 111

Management Data Governance Data Science Reporting 111

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. Choose Test connection. Choose Test Connection. DataZoneEnvironmentId : The ID of your DefaultDataLake environment.

Visualization 119

Visualization Data Lake Testing Data Governance 119

O'Reilly on Data

FEBRUARY 18, 2025

On April 24, OReilly Media will be hosting Coding with AI: The End of Software Development as We Know It a live virtual tech conference spotlighting how AI is already supercharging developers, boosting productivity, and providing real value to their organizations. If youre not hands-on with AI, this advice might sound reasonable.

Testing 182

Testing Metrics Modeling Measurement 182

Cloudera

DECEMBER 4, 2024

The service is targeted at the production-serving end of the MLOPs/LLMOPs pipeline, as shown in the following diagram: It complements Cloudera AI Workbench (previously known as Cloudera Machine Learning Workspace), a deployment environment that is more focused on the exploration, development, and testing phases of the MLOPs workflow.

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

CIO Business Intelligence

APRIL 25, 2025

Gopalkrishnan, who is the CIO of six of the banks eight lines of business, says Bank of America operates a hybrid hosting strategy based on a virtual private cloud the bank has operated for years and public clouds as needed. Our view is we essentially have a hosting strategy.

Data Processing 113

Data Processing Consulting Modeling ROI 113