Smart Data Collective

MARCH 10, 2022

” One of the most important ways that they can utilize big data is through cross browser and device testing. Lack of Testing on Real Devices. Data analytics has made it easier to use virtual machines for testing. Unfortunately, many developers do not test their code on real devices and browsers. Broken Links.

Testing 120

Testing Big Data Data-driven Optimization 120

CIO Business Intelligence

OCTOBER 25, 2022

To remain resilient to change and deliver innovative experiences and offerings fast, organizations have introduced DevOps testing into their infrastructures. However, introducing DevOps to mainframe infrastructure can be nearly impossible for companies that do not adequately standardize and automate testing processes before implementation.

Testing 105

Testing Software Optimization Marketing 105

DataKitchen

MAY 7, 2024

DataKitchen Training And Certification Offerings For Individual contributors with a background in Data Analytics/Science/Engineering Overall Ideas and Principles of DataOps DataOps Cookbook (200 page book over 30,000 readers, free): DataOps Certificatio n (3 hours, online, free, signup online): DataOps Manifesto (over 30,000 signatures) One (..)

Data Quality 164

Data Quality Testing Consulting Metrics 164

O'Reilly on Data

JUNE 18, 2024

While RAG is conceptually simple—look up relevant documents and construct a prompt that tells the model to build its response from them—in practice, it’s more complex. Keep in mind that, for Digital Green, this problem is both multilingual and multimodal: relevant documents can turn up in any of the languages or modes that they use.

Testing 239

Testing Software Modeling Measurement 239

Paul Blogs on BI

FEBRUARY 5, 2024

But watching that Roller Derby mashup game, it occurred to me that there may be a better way to determine if the service pack is ready for prime time in your environment and that is to install it on a test server and try things out – just like the mashup game with the “Minor Assaults”. You will find a lot of useful information about BI 4.3

Testing 52

Testing Reporting Business Objectives IT 52

BA Learnings

OCTOBER 19, 2019

A well-written business requirements document (BRD) forms the basis of successful projects and can be used to verify that all stakeholders are on the same page regarding what the solution looks like. Three words that are often misunderstood and therefore misused in requirement documents are shall , should and will. Ditch the jargon.

Testing 100

Testing Marketing IT 100

CIO Business Intelligence

JUNE 20, 2023

Once place every organization can start is the digital documents their employees and customers use every day. As part of this work, Adobe research scientists recently published two papers that provide user-centered, inclusive design recommendations based on user and reading tests to populations with and without dyslexia.

Digital Transformation 52

Digital Transformation Testing Technology Publishing 52

Sisense

SEPTEMBER 23, 2019

Mike Cohn’s famous Test Pyramid places API tests at the service level (integration), which suggests that around 20% or more of all of our tests should focus on APIs (the exact percentage is less important and varies based on our needs). So the importance of API testing is obvious. API test actions.

Testing 89

Testing Strategy Modeling Publishing 89

AWS Big Data

NOVEMBER 19, 2024

A common adoption pattern is to introduce document search tools to internal teams, especially advanced document searches based on semantic search. In a real-world scenario, organizations want to make sure their users access only documents they are entitled to access. The following diagram depicts the solution architecture.

Management 88

Management Metadata Manufacturing Testing 88

O'Reilly on Data

APRIL 25, 2023

Many of the prompts are about testing: ChatGPT is instructed to generate tests for each function that it generates. At least in theory, test driven development (TDD) is widely practiced among professional programmers. Tests tend to be very simple, and rarely get to the “hard stuff”: corner cases, error conditions, and the like.

Testing 331

Testing Software Strategy Enterprise 331

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.

Data Warehouse 80

Data Warehouse Analytics Testing Modeling 80

CIO Business Intelligence

SEPTEMBER 10, 2024

The testing phase, particularly user acceptance testing (UAT), can become a labor-intensive bottleneck — and a budget breaker. According to a 2023 Capgemini report , companies spend about 35% of their IT budget on testing — a figure that has remained stubbornly high despite advancements in automation. Result: 80% less rework.

Software 121

Software Digital Transformation Testing Advertising 121

DataKitchen

FEBRUARY 23, 2024

Webinar: Beyond Data Observability: Personalization DataKitchen DataOps Observability Problem Statement White Paper: ‘Taming Chaos’ Technical Product Overview Four-minute online demo Detailed Product: Documentation Webinar: Data Observability Demo Day DataKitchen DataOps TestGen Problem Statement White Paper: ‘Mystery Box Full Of Data Errors’ (..)

Testing 118

Testing Data-driven Metrics Data Quality 118

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. These might be self-explanatory, but no matter what, there must always be documentation of the system. In our real-world case study, we needed a system that would create test data.

Testing 133

Testing Cost-Benefit Interactive ROI 133

datapine

APRIL 15, 2020

Your Chance: Want to test an agile business intelligence solution? Working software over comprehensive documentation. Business intelligence is moving away from the traditional engineering model: analysis, design, construction, testing, and implementation. Test BI in a small group and deploy the software internally.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

DataKitchen

JANUARY 18, 2023

Good testing, like exercise and veganism, is the subject of fervent talk and half-hearted action. There are lots of reasons good people test inadequately. Testing is intrinsic to the job. . By automating your tests, then running them with each refresh, you build in safety valves for your data pipeline. . Of course not.

Testing 130

Testing Data-driven Risk Strategy 130

AWS Big Data

AUGUST 7, 2024

For this post, we’re going to consider an indexing-heavy workload and do some performance testing. KiB and the bulk size is 4,000 documents per bulk, which makes approximately 6.26 The body of the response must be checked to validate that all the documents were indexed successfully. MiB per bulk (uncompressed).

Optimization 92

Optimization Testing Management IT 92

O'Reilly on Data

SEPTEMBER 17, 2024

Include documents: You can include documents as part of a prompt. Checking an AI is more like being a fact-checker for someone writing an important article: Can every fact be traced back to a documentable source? Checking the AI is a strenuous test of your own knowledge. It may reduce hallucination.

Modeling 218

Modeling Reporting Sales Testing 218

AWS Big Data

SEPTEMBER 5, 2024

It comes in two modes: document-only and bi-encoder. For more details about these two terms, see Improving document retrieval with sparse semantic encoders. Simply put, in document-only mode, term expansion is performed only during document ingestion. Bi-encoder mode improves performance but may cause more latency.

Metrics 99

Metrics Experimentation Testing Modeling 99

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 Measurement Marketing 246

O'Reilly on Data

DECEMBER 12, 2023

I can also ask for a reading list about plagues in 16th century England, algorithms for testing prime numbers, or anything else. RAG takes your prompt, loads documents in your company’s archive that are relevant, packages everything together, and sends the prompt to the model. We have provenance.

Modeling 259

Modeling Software Sales Statistics 259

O'Reilly on Data

OCTOBER 30, 2023

adversarial testing to determine a model’s flaws and weak points), and not a wider range of information that would help to address many of the other concerns outlined in the EO. The EO seems to be requiring only data on the procedures and results of “Red Teaming” (i.e.

Measurement 304

Measurement Risk Metrics Modeling 304

CIO Business Intelligence

JUNE 12, 2024

Most enterprise data is unstructured and semi-structured documents and code, as well as images and video. For example, gen AI can be used to extract metadata from documents, create indexes of information and knowledge graphs, and to query, summarize, and analyze this data. They’re very effective on that.

Modeling 140

Modeling Testing Cost-Benefit Metadata 140

Analytics Vidhya

JANUARY 13, 2024

Introduction Welcome to “A Comprehensive Guide to Python Docstrings,” where we embark on a journey into documenting Python code effectively. Docstrings are pivotal in enhancing code readability, maintainability, and collaboration among developers.

Analytics 251

Analytics Testing 251

CIO Business Intelligence

MARCH 12, 2024

Early use cases include code generation and documentation, test case generation and test automation, as well as code optimization and refactoring, among others. Gen AI is also reducing the time needed to complete testing, via automation, Ramakrishnan says. One example is with document search and summarization.

Software 131

Software Experimentation Testing Cost-Benefit 131

AWS Big Data

OCTOBER 22, 2024

We’ll also discuss how Infor’s customers are now able to more effectively search through business messages, documents, and other critical data within the ION OneView platform. The Enrich process would build searchable messages by aggregating related events, requiring constant document updates to the OpenSearch indices. x and then to 7.x

Optimization 94

Optimization Cost-Benefit Software Strategy 94

AWS Big Data

SEPTEMBER 26, 2024

Organizations are collecting and storing vast amounts of structured and unstructured data like reports, whitepapers, and research documents. End-users often struggle to find relevant information buried within extensive documents housed in data lakes, leading to inefficiencies and missed opportunities.

Data Lake 92

Data Lake Cost-Benefit Unstructured Data Modeling 92

Ontotext

JUNE 27, 2019

One of the latest new features of GraphDB is the MongoDB document store integration. This is a really exciting feature as it increases the write scalability of RDF solutions when dealing with document-centric data. Its indices are designed for fast storage and retrieval of documents and objects. Fining documents.

Metadata 40

Metadata Management Optimization Enterprise 40

Ontotext

JUNE 27, 2019

GraphDB: MongoDB Document Store Integration for Large-scale Metadata Management. One of the latest new features of GraphDB is the MongoDB document store integration. This is a really exciting feature as it increases the write scalability of RDF solutions when dealing with document-centric data. Fining documents.

Metadata 40

Metadata Management Enterprise Publishing 40

CIO Business Intelligence

DECEMBER 20, 2023

Faster app development: By leveraging Generative AI, companies can automate documentation generation, improve software reusability, and seamlessly integrate AI functions such as chatbots and image recognition into low-code applications.

Digital Transformation 128

Digital Transformation Testing Software Cost-Benefit 128

CIO Business Intelligence

SEPTEMBER 27, 2024

The first step of the manager’s team was instead to hire a UX designer to not only design the interface and experience for the end user, but also carry out tests to bring qualitative and quantitative evidence on site and app performance to direct the business. “E-commerce “IT must be at the service of the business,” he says.

Management 128

Management IT Cost-Benefit Testing 128

DataKitchen

DECEMBER 6, 2022

The document they wrote is exceptionally close to what we see in the market and what our products do ! This document is essential because buyers look to Gartner for advice on what to do and how to buy IT software. T est Automation : Business rules validation, test scripts management, test data management.

Software 130

Software Marketing Data Lake Testing 130

IBM Big Data Hub

MAY 29, 2024

From use case creation to test script generation, generative AI offers a streamlined approach that accelerates development, while maintaining quality. For instance, creating use cases require meticulous planning and documentation, often involving multiple stakeholders and iterations. Testing further compounds these challenges.

Cost-Benefit 69

Cost-Benefit Testing Software Visualization 69

CIO Business Intelligence

AUGUST 23, 2024

Like most enterprises, Bayer’s agricultural division will initially use AWS-based generative AI tools out-of-the-box to automate basic business processes, such as the production of internal technical documentation, McQueen says. The core set of engineers building the platform have harnessed this feature to speed up the process.

Data Science 101

Data Science Experimentation Testing Modeling 101

O'Reilly on Data

JULY 11, 2023

Some of that time is spent in pointless meetings, but much of “the rest of the job” is understanding the user’s needs, designing, testing, debugging, reviewing code, finding out what the user really needs (that they didn’t tell you the first time), refining the design, building an effective user interface, auditing for security, and so on.

Testing 250

Testing Software Visualization Interactive 250

CIO Business Intelligence

NOVEMBER 13, 2023

By defining a structured change management process, organizations not only ensure that changes are properly tracked and documented, but it also provides visibility into the entire change lifecycle. Incorporate extensive testing and validation for each change Ten years ago, the DevOps development process was develop, develop, develop, test.

Management 133

Management Key Performance Indicator Testing Business Objectives 133

O'Reilly on Data

JULY 9, 2024

In my post-mortem, I checked the documentation and tested the sample code that the model provided. Testing and debugging haven’t, and won’t, go away. They’ll have trouble figuring out how to test and they’ll have trouble debugging when AI fails. And the model backed me into a corner that I had to hack myself out of.

Testing 236

Testing Modeling Publishing IT 236