article thumbnail

How ML System Design helps us to make better ML products

Xebia

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

article thumbnail

Testing Without Mocks: A Pattern Language

James Shore

Automated tests are important. Unfortunately, many automated tests also waste a huge amount of time. The easy, obvious way to write tests is to make broad tests that are automated versions of manual tests. It’s also easy to make poor-quality tests that are hard to read, or end up only testing themselves.

Testing 138
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Quality Control: Using Acceptance Testing to Guarantee Product Quality

Altexsoft

In software development, quality control exists alongside two other concepts: quality assurance (QA) and testing. Quality Assurance vs Quality Control vs Testing. The differences might not have much meaning for particular organizations or projects, who prefer to call all these processes QA or testing. Let’s examine them closer.

Testing 52
article thumbnail

Nvidia debuts new products for robotics developers, including Jetson Orin Nano

TechCrunch

Amid the festivities at its fall 2022 GTC conference, Nvidia took the wraps off new robotics-related hardware and services aimed at companies developing and testing machines across industries like manufacturing. And Nvidia’s Jetson lineup of system-on-modules is expanding with Jetson Orin Nano, a system designed for low-powered robots.

article thumbnail

Clinical Decision Support Systems: How They Improve Care and Cut Costs

Altexsoft

Luckily, the most routine part of this job can be done by computers — or, to be more specific, by clinical decision support systems. Broadly speaking, a clinical decision support system (CDSS) is a program module that helps medical professionals with decision making at the point of care. MYCIN expert system interface.

article thumbnail

Simulation Theory, Observability, and Modern Software Practices

Honeycomb

The real vs. simulated systems In Baudrillard’s terms, the authentic experiences and the real have been replaced by symbols and signs ( logs , metrics , traces ). In software development, the real can be seen as the initial design and requirement specifications—the ideal system as imagined by its creators.

article thumbnail

Revenue Management Systems for Hotels: Products and Features

Altexsoft

A solid revenue management system (RMS) serves as a trusted steering wheel, guiding in the right direction and making that journey smoother. From analyzing real-time data to making forecasts about future trends, these systems provide functionality for staying ahead in a dynamic hospitality market. Coordinated pricing adjustments.

Hotels 52