DataKitchen

APRIL 13, 2021

Testing and Data Observability. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers. Prefect Technologies — Open-source data engineering platform that builds, tests, and runs data workflows. Testing and Data Observability. Production Monitoring and Development Testing.

Testing 300

Testing Machine Learning Consulting Data Science 300

CIO Business Intelligence

DECEMBER 3, 2024

CIOs and other executives identified familiar IT roles that will need to evolve to stay relevant, including traditional software development, network and database management, and application testing. In software development today, automated testing is already well established and accelerating.

IT 128

IT Testing Software Data-driven 128

O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. If this sounds fanciful, it’s not hard to find AI systems that took inappropriate actions because they optimized a poorly thought-out metric.

Marketing 364

Marketing Experimentation Metrics Testing 364

CIO Business Intelligence

MARCH 19, 2025

Major enterprise software vendors are also getting into the agent game. Software development and IT Cognition released Devin, billed as the worlds first AI software engineer, in March last year. Meanwhile, in December, OpenAIs new O3 model, an agentic model not yet available to the public, scored 72% on the same test.

Software 143

Software Risk Enterprise Cost-Benefit 143

Smart Data Collective

FEBRUARY 9, 2022

Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Let’s dive right into how DirectX visualization can boost analytics and facilitate testing for you as an Algo-trader, quant fund manager, etc. So, how can DirectX visualization improve your analytics and testing as a trader?

Visualization 145

Visualization Optimization Analytics Testing 145

CIO Business Intelligence

NOVEMBER 19, 2024

Development teams starting small and building up, learning, testing and figuring out the realities from the hype will be the ones to succeed. In our real-world case study, we needed a system that would create test data. This data would be utilized for different types of application testing.

Testing 135

Testing Cost-Benefit Interactive ROI 135

CIO Business Intelligence

DECEMBER 18, 2024

Trading: GenAI optimizes quant finance, helps refine trading strategies, executes trades more effectively, and revolutionizes capital markets forecasting. Financial institutions have an unprecedented opportunity to leverage AI/GenAI to expand services, drive massive productivity gains, mitigate risks, and reduce costs.

Forecasting 105

Forecasting Predictive Analytics Risk Finance 105

CIO Business Intelligence

FEBRUARY 1, 2024

When organizations buy a shiny new piece of software, attention is typically focused on the benefits: streamlined business processes, improved productivity, automation, better security, faster time-to-market, digital transformation. A full-blown TCO analysis can be complicated and time consuming.

Software 131

Software Enterprise Cost-Benefit ROI 131

O'Reilly on Data

JANUARY 9, 2024

They had bugs, particularly if they were optimizing your code (were optimizing compilers a forerunner of AI?). Because we need a reliable statement of exactly what the software does. We still rely on humans to test and fix the errors. However, the status of this repository was still shaky. The process isn’t repeatable.

Modeling 348

Modeling Software Testing Optimization 348

CIO Business Intelligence

SEPTEMBER 10, 2024

Generative AI is poised to redefine software creation and digital transformation. The traditional software development life cycle (SDLC) is fraught with challenges, particularly requirement gathering, contributing to 40-50% of project failures. advertising, marketing, or software development). And the challenges don’t end there.

Software 124

Software Digital Transformation Testing Advertising 124

Smart Data Collective

OCTOBER 13, 2022

Generative design is a new approach to product development that uses artificial intelligence to generate and test many possible designs. It’s applicable in software design, architecture, and medicine , among other industries. . Assembly Line Optimization. Automated Testing of Features. Quality Assurance.

Testing 128

Testing Cost-Benefit Experimentation Optimization 128

Smart Data Collective

JANUARY 19, 2023

DevOps is an increasingly popular approach that combines software development and operations, allowing developers and IT professionals to work together more efficiently. With DevOps on the cloud, businesses can take advantage of faster, more flexible computing environments without having to invest in expensive hardware and software.

Optimization 124

Optimization Cost-Benefit Software Measurement 124

AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 128

Optimization Testing Data-driven Strategy 128

CIO Business Intelligence

MARCH 25, 2025

Open source dependency debt that weighs down DevOps As a software developer, writing code feels easier than reviewing someone elses and understanding how to use it. 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.

Risk 123

Risk Cost-Benefit Data-driven Digital Transformation 123

CIO Business Intelligence

NOVEMBER 17, 2022

By Milan Shetti, CEO Rocket Software In today’s fast-paced digital business world, organizations have become highly adaptive and agile to keep up with the ever-evolving demands of consumers and the market. Let’s take a closer look at the essential features cloud-first businesses should look for in a content management software.

Software 144

Software Management Digital Transformation Data Governance 144

CIO Business Intelligence

JANUARY 15, 2025

With a political shift in the US that may be more friendly to mergers and acquisitions, 2025 may be a moment for tech companies to free up capital for high-growth opportunities like AI through optimization of their portfolio via targeted strategic divestitures, Brundage and his blog coauthors write.

Sales 130

Sales Data-driven Marketing Optimization 130

CIO Business Intelligence

MARCH 12, 2024

Generative AI is already having an impact on multiple areas of IT, most notably in software development. Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others.

Software 131

Software Experimentation Testing Cost-Benefit 131

AWS Big Data

DECEMBER 5, 2024

As the use of Hydro grows within REA, it’s crucial to perform capacity planning to meet user demands while maintaining optimal performance and cost-efficiency. To address this, we used the AWS performance testing framework for Apache Kafka to evaluate the theoretical performance limits.

Metrics 94

Metrics Dashboards Testing Optimization 94

Smart Data Collective

JUNE 1, 2022

Software developers are taking advantage of the sudden booming market for AI. Agile technology has been a very important part of the software development process. If you are an AI software developer, you are going to want to understand the best practices for using Agile to streamline the process. Keep reading to learn more.

Software 134

Software Interactive Manufacturing Finance 134

datapine

MAY 20, 2020

CRM software will help you do just that. With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. Try our professional dashboard software for 14 days, completely free! Let’s begin. Follow-Up Contact Rate.

Dashboards 265

Dashboards Reporting KPI Visualization 265

datapine

APRIL 13, 2021

Your Chance: Want to test a powerful agency analytics software? By using reports internally, the different teams can stay connected with each other and optimize processes that will make the work in your organization smooth and effective. Your Chance: Want to test a powerful agency analytics software?

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

AWS Big Data

DECEMBER 27, 2024

Amazon EMR on EC2 , Amazon EMR Serverless , Amazon EMR on Amazon EKS , Amazon EMR on AWS Outposts and AWS Glue all use the optimized runtimes. This is a further 32% increase from the optimizations shipped in Amazon EMR 7.1 Benchmark tests for the EMR runtime for Spark and Iceberg were conducted on Amazon EMR 7.5 on EC2 clusters.

Cost-Benefit 105

Cost-Benefit Testing Metrics Optimization 105

AWS Big Data

NOVEMBER 19, 2024

Customers maintain multiple MWAA environments to separate development stages, optimize resources, manage versions, enhance security, ensure redundancy, customize settings, improve scalability, and facilitate experimentation. micro, remember to monitor its performance using the recommended metrics to maintain optimal operation.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

AWS Big Data

NOVEMBER 22, 2024

Testing these upgrades involves running the application and addressing issues as they arise. Each test run may reveal new problems, resulting in multiple iterations of changes. He is responsible for building software artifacts to help customers. Pradeep Patel is a Software Development Manager on the AWS Glue team.

Cost-Benefit 105

Cost-Benefit Data-driven Software Testing 105

DataKitchen

SEPTEMBER 20, 2021

The best way to ensure error-free execution of data production is through automated testing and monitoring. The DataKitchen Platform enables data teams to integrate testing and observability into data pipeline orchestrations. Automated tests work 24×7 to ensure that the results of each processing stage are accurate and correct.

Testing 246

Testing Metrics Measurement Dashboards 246

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. Your Chance: Want to test a professional logistics analytics software? A testament to the rising role of optimization in logistics.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

AWS Big Data

NOVEMBER 17, 2023

Starting today, the Athena SQL engine uses a cost-based optimizer (CBO), a new feature that uses table and column statistics stored in the AWS Glue Data Catalog as part of the table’s metadata. Let’s discuss some of the cost-based optimization techniques that contributed to improved query performance.

Optimization 130

Optimization Statistics Metadata Data Lake 130

O'Reilly on Data

JUNE 19, 2019

Why aren’t traditional software tools sufficient? In a previous post , we noted some key attributes that distinguish a machine learning project: Unlike traditional software where the goal is to meet a functional specification, in ML the goal is to optimize a metric. Model operations, testing, and monitoring.

Modeling 254

Modeling Machine Learning Testing Metrics 254

IBM Big Data Hub

NOVEMBER 6, 2023

However, digital infrastructures are highly dependent on application programming interfaces — or APIs — to facilitate data transfers between software applications and between applications and end users. WAF security software can analyze incoming API requests and block malicious traffic before it reaches the server.

Optimization 113

Optimization Testing Software Risk 113

CIO Business Intelligence

JANUARY 21, 2025

For example, companies can optimize time-to-value with standardized contracts and flexible payment options, allowing them to test software, pay as they go, negotiate custom terms, and save with volume pricing. Businesses can also optimize costs by consolidating third-party spending with AWS billing.

Cost-Benefit 98

Cost-Benefit Optimization Software Management 98

CIO Business Intelligence

JANUARY 6, 2025

Kenney plans to partner with commercial off-the-shelf software providers to facilitate a proof-of-concept of their out-of-the-box functionality. Deliver value from generative AI As organizations move from experimenting and testing generative AI use cases , theyre looking for gen AI to deliver real business value.

IT 140

IT Cost-Benefit Measurement Experimentation 140

O'Reilly on Data

MAY 14, 2020

This role includes everything a traditional PM does, but also requires an operational understanding of machine learning software development, along with a realistic view of its capabilities and limitations. In our previous article, What You Need to Know About Product Management for AI , we discussed the need for an AI Product Manager.

Management 364

Management Experimentation B2B Machine Learning 364

AWS Big Data

OCTOBER 3, 2023

Systems of this nature generate a huge number of small objects and need attention to compact them to a more optimal size for faster reading, such as 128 MB, 256 MB, or 512 MB. As of this writing, only the optimize-data optimization is supported. For our testing, we generated about 58,176 small objects with total size of 2 GB.

Optimization 126

Optimization Snapshot Data Lake Metadata 126

CIO Business Intelligence

DECEMBER 20, 2023

At the same time, developers are scarce, and the demand for new software is high. Gartner’s surveys and data from client inquiries confirm that developer productivity remains a top priority for software engineering leaders.” Organizations need to get the most out of the limited number of developers they’ve got,” he says.

Measurement 124

Measurement Software IT Metrics 124

AWS Big Data

NOVEMBER 27, 2024

dbt helps manage data transformation by enabling teams to deploy analytics code following software engineering best practices such as modularity, continuous integration and continuous deployment (CI/CD), and embedded documentation. Choose Test Connection. Choose Next if the test succeeded. or a later version) database.

Data Warehouse 107

Data Warehouse Analytics Testing Modeling 107