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Safely Deploying Machine Learning Models to Production: Four Controlled Strategies (A/B, Canary, Interleaved, Shadow Testing)

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Rethinking Scan Chains In Semiconductor Test
2 Jul 2025
semiengineering.com

Finding defects now requires multiple data types, and a much more thorough search.

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Mastering Statistical Tests
21 May 2024
towardsdatascience.com

Your Guide to Choosing the Right Test for Your Data

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Introduction Testing software is like putting it through a series of challenges to make...

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12 Ways to Test Your Forecasts like A Pro
20 Mar 2023
towardsdatascience.com

How to find the best performance estimation approach for time-series forecasts among 12 strategies proposed in the literature. With Python…

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Introduction: The software development process has been transformed by the DevOps...

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Use natural language to test the behavior of your ML models

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We need to talk about fixtures
5 Jul 2022
thoughtbot.com

How the principle of connascence will help us to move away from fixtures.

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Writing automated unit tests for the software we build can seem like a large amount of groundwork without a clear payoff. However, the…

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An introduction meant for people who have never delved into unit testing

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Why Data Format Slows Chip Manufacturing Progress
3 Nov 2020
semiengineering.com

Adoption of new format will take time, but it also will add consistency into data as volume grows.

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What’s WAT? An Overview Of WAT/PCM Data?
2 Nov 2020
semiengineering.com

More about the data that the fab makes available to the fabless customer when the wafer is ready to ship.

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Variation-aware memory verification with brute force Monte Carlo accuracy in much less time.