O'Reilly on Data

OCTOBER 12, 2021

This article poses some questions and (perhaps) some answers, without trying to present any conclusions. We know how to test whether or not code is correct (at least up to a certain limit). Given enough unit tests and acceptance tests, we can imagine a system for automatically generating code that is correct.

Testing 363

Testing Measurement Consulting Modeling 363

CIO Business Intelligence

NOVEMBER 19, 2024

There are many areas of research and focus sprouting from the capabilities presented through LLMs. 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.

Testing 135

Testing Cost-Benefit Interactive ROI 135

CIO Business Intelligence

DECEMBER 2, 2024

Don’t get bogged down in testing multiple solutions that never see the light of day. Present a balanced solution Here’s where many CIOs stumble: presenting technical debt as a problem that needs to be eliminated. Take out costs and use those funds to compress your transformation. Also, beware the proof-of-concept trap.

ROI 136

ROI Cost-Benefit Metrics Strategy 136

datapine

AUGUST 12, 2020

Your Chance: Want to test professional business reporting software? When the presentation becomes interactive, clicks will provide even deeper insights into your financial KPIs, findings, and desired outcomes to make a company healthy in its financial operations. Your Chance: Want to test professional business reporting software?

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

Analytics Vidhya

OCTOBER 29, 2021

The main benefit of statistics is that information is presented in an easy-to-understand format. Data processing is […]. The post End to End Statistics for Data Science appeared first on Analytics Vidhya.

Statistics 358

Statistics Data Science Experimentation Publishing 358

O'Reilly on Data

OCTOBER 19, 2021

The applications must be integrated to the surrounding business systems so ideas can be tested and validated in the real world in a controlled manner. With these five layers, we can present a highly productive, data-centric software interface that enables iterative development of large-scale data-intensive applications.

IT 364

IT Testing Experimentation Software 364

datapine

APRIL 13, 2021

Your Chance: Want to test a powerful agency analytics software? Today agencies should focus on driving valuable insights from their data and presenting them in an understandable way for stakeholders to see; in other words, crowded excel sheets or infinite PowerPoint presentations are no longer enough. What Are Agency Analytics?

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

David Menninger's Analyst Perspectives

MAY 15, 2025

This impending shift not only poses significant risks for individuals but also presents a high-stakes event that every enterprise must anticipate and prepare for; inadequate preparation could lead to substantial data breaches, compromised systems and irrevocable damage to customer trust and organizational reputation.

Enterprise 130

Enterprise Risk Measurement Risk Management 130

O'Reilly on Data

JUNE 18, 2024

It’s important to test every stage of this pipeline carefully: translation software, text-to-speech software, relevance scoring, document pruning, and the language models themselves: can another model do a better job? Digital Green tests with “Golden QAs,” highly rated sets of questions and answers. Results need to pass human review.

Testing 323

Testing Software Modeling Measurement 323

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. Test the connection to the Amazon MSK server by entering the following command. Trying 127.0.0.1. amazonaws.com.

Testing 110

Testing Data Processing Management IT 110

O'Reilly on Data

FEBRUARY 19, 2021

ML presents a problem for CI/CD for several reasons. The data that powers ML applications is as important as code, making version control difficult; outputs are probabilistic rather than deterministic, making testing difficult; training a model is processor intensive and time consuming, making rapid build/deploy cycles difficult.

Data Lake 362

Data Lake Machine Learning Data Warehouse Modeling 362

CIO Business Intelligence

JANUARY 6, 2025

And ensure effective and secure AI rollouts AI is everywhere, and while its benefits are extensive, implementing it effectively across a corporation presents challenges. 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

Analytics Vidhya

MARCH 27, 2023

These plugins can be downloaded from the plugins store and are presently only available to a select group of users. The introduction of ChatGPT modules by Open AI is intended to improve the user experience. Users of ChatGPT can anticipate increased convenience as a result of the launch of these plugins.

Analytics 330

Analytics Testing Technology 330

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. Test BI in a small group and deploy the software internally. Finalize testing. Without further ado, let’s begin.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

CIO Business Intelligence

NOVEMBER 12, 2024

The risk is exemplified by the case of an executive canceling Microsoft Copilot subscriptions supposedly because “he compared the slide-generation capability of Microsoft’s AI tools to ‘middle school presentations.’” That presentation in question sits inside two workflows. or the dreaded ‘ meeting before the meeting ’)?”

ROI 72

ROI Metrics Uncertainty Testing 72

O'Reilly on Data

JUNE 19, 2019

First, the machine learning community has conducted groundbreaking research in many areas of interest to companies, and much of this research has been conducted out in the open via preprints and conference presentations. A catalog or a database that lists models, including when they were tested, trained, and deployed.

Modeling 252

Modeling Machine Learning Testing Metrics 252

datapine

OCTOBER 17, 2019

But, these reports are only as useful as the work that goes into preparing and presenting them. They collect data from various departments of the company tracking key performance indicators ( KPIs ) and present them in an understandable way. Let’s dive into the best practices for preparing and presenting them.

Reporting 263

Reporting Management Dashboards KPI 263

datapine

SEPTEMBER 16, 2022

But often that’s how we present statistics: we just show the notes, we don’t play the music.” – Hans Rosling, Swedish statistician. Data visualization, or ‘data viz’ as it’s commonly known, is the graphic presentation of data. But if the same insights or metrics are presented in a simple graph, the number rises to 97%.

Visualization 304

Visualization Dashboards Data-driven Statistics 304

O'Reilly on Data

SEPTEMBER 19, 2023

And that brings our story to the present day: Stage 3: Neural networks High-end video games required high-end video cards. You can see a simulation as a temporary, synthetic environment in which to test an idea. Millions of tests, across as many parameters as will fit on the hardware. Specifically, through simulation.

Machine Learning 342

Machine Learning Testing Modeling Cost-Benefit 342

DataKitchen

JANUARY 25, 2021

Every operation, every step, and every transaction in the data pipeline is tested and verified. If critical data is present, the automated orchestration executes the builds. Late – new file not present after a specific target delivery time. An error could occur in any of the millions of steps in the data pipeline.

Reporting 243

Reporting Testing Enterprise Analytics 243

CIO Business Intelligence

FEBRUARY 21, 2025

Integration with Oracles systems proved more complex than expected, leading to prolonged testing and spiraling costs, the report stated. The audit found that reporting consistently presented an optimistic view, burying serious risks and challenges in supporting materials where they were less likely to attract attention or scrutiny.

Reporting 90

Reporting Risk Testing Risk Management 90

datapine

MAY 11, 2022

Digital data not only provides astute insights into critical elements of your business but if presented in an inspiring, digestible, and logical format, it can tell a tale that everyone within the organization can get behind. Data visualization methods refer to the creation of graphical representations of information. Set Your Goals.

Visualization 252

Visualization Dashboards Key Performance Indicator Sales 252

AWS Big Data

DECEMBER 27, 2024

To assess the Spark engines performance with the Iceberg table format, we performed benchmark tests using the 3 TB TPC-DS dataset, version 2.13 (our results derived from the TPC-DS dataset are not directly comparable to the official TPC-DS results due to setup differences). The following figure presents the total runtimes in seconds.

Cost-Benefit 105

Cost-Benefit Testing Metrics Optimization 105

DataKitchen

MAY 10, 2021

Some will argue that observability is nothing more than testing and monitoring applications using tests, metrics, logs, and other artifacts. Below we will explain how to virtually eliminate data errors using DataOps automation and the simple building blocks of data and analytics testing and monitoring. . Tie tests to alerts.

Testing 214

Testing Manufacturing Data Quality Statistics 214

CIO Business Intelligence

NOVEMBER 4, 2024

This may involve embracing redundancies or testing new tools for future operations. The aim is to manage present needs and be able to enlist new capabilities to meet future demands,” Carter said. Having a Plan B is table stakes for any IT team.

IT 124

IT Forecasting Strategy Testing 124

KDnuggets

FEBRUARY 8, 2022

A collection of cheat sheets that will help you prepare for a technical interview, assessment tests, class presentation, and help you revise core data science concepts.

Data Science 160

Data Science Testing 160

AWS Big Data

OCTOBER 24, 2024

It is advised to discourage contributors from making changes directly to the production OpenSearch Service domain and instead implement a gatekeeper process to validate and test the changes before moving them to OpenSearch Service. es.amazonaws.com' # e.g. my-test-domain.us-east-1.es.amazonaws.com, Leave the settings as default.

Visualization 105

Visualization Management Data Processing Testing 105

CIO Business Intelligence

MAY 21, 2025

Web and application developers rely on synthetic monitoring that simulate user interactions at scale to measure performance and availability for different scenarios, locations, and devices instead of waiting for real users to hit problem areas or to test new apps and features before launch.

Statistics 112

Statistics Testing Modeling Risk 112

datapine

OCTOBER 14, 2020

Your Chance: Want to test interactive dashboard software for free? Gone are the days of static presentations, stagnate reports, and waiting on analysts to pull reports and then having out-of-date data. When using traditional spreadsheets or PowerPoint presentations, data is inserted once and updated manually. Let’s get started.

Dashboards 235

Dashboards Interactive Reporting KPI 235

AWS Big Data

NOVEMBER 8, 2024

Prerequisites To walk through the examples in this post, you need the following prerequisites: You can test the incremental refresh of materialized views on standard data lake tables in your account using an existing Redshift data warehouse and data lake. However, if you want to test the examples using sample data, download the sample data.

Data Lake 105

Data Lake Data Warehouse Optimization Testing 105

CIO Business Intelligence

NOVEMBER 4, 2024

Langer stresses the need for stronger protection, while Jacknis emphasizes the importance of testing internal controls. AI presents a key opportunity for CIOs to expand their influence, building on their leadership in cloud computing, mobility, and remote work.

Business Driver 111

Business Driver Advertising Data-driven Modeling 111

O'Reilly on Data

MAY 21, 2019

Some companies are beginning to build their own solutions, and several will be presenting them at Strata Data in NYC this coming Fall—e.g., A catalog or a database that lists models, including when they were tested, trained, and deployed. Marquez (WeWork) and Databook (Uber). Metadata and artifacts needed for audits.

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

O'Reilly on Data

MARCH 7, 2019

If you don’t believe me, feel free to test it yourself with the six popular NLP cloud services and libraries listed below. In a test done during December 2018, of the six engines, the only medical term (which only two of them recognized) was Tylenol as a product. David Blei on “Topic models: Past, present, and future”.

Deep Learning 279

Deep Learning Testing Machine Learning Modeling 279

Corinium

JUNE 6, 2019

present a significant barrier to adoption of the latest and greatest approaches. Fractal’s recommendation is to take an incremental, test and learn approach to analytics to fully demonstrate the program value before making larger capital investments. Build multiple MVPs to test conceptually and learn from early user feedback.

Insurance 250

Insurance Analytics Forecasting Deep Learning 250

AWS Big Data

JANUARY 9, 2025

Researchers can access the exact data snapshots that were present in the past, and then run their models and strategies against this historical data, without the risk of inadvertently incorporating future information. This speed boost enables quant researchers to analyze larger datasets and test trading strategies more rapidly.

Metadata 110

Metadata Snapshot Cost-Benefit Optimization 110

datapine

NOVEMBER 27, 2019

The trends we presented last year will continue to play out through 2020. 2020 will be the year of data quality management and data discovery: clean and secure data combined with a simple and powerful presentation. Time gain is also present in the form of AI assistants. Suddenly advanced analytics wasn’t just for the analysts.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

datapine

MAY 20, 2020

A CRM dashboard is a centralized hub of information that presents customer relationship management data in a way that is dynamic, interactive, and offers access to a wealth of insights that can improve your consumer-facing strategies and communications. Test, tweak, evolve. What Is A CRM Dashboard?

Dashboards 265

Dashboards Reporting KPI Visualization 265