Why Machine Learning is Specific
Explore why machine learning software is unique in terms of testing challenges and defect detection. Understand common ML-specific bugs such as mismatched preprocessing, numerical errors, and data drift to improve the reliability and performance of your ML models.
We'll cover the following...
We'll cover the following...
ML-specific software
In regular software, bugs tend to be more explicit. In ML software, defects are much easier to hide. Let’s consider the code snippet below, where we have a simple function ...