Experimentation for engineers from A/B testing to Bayesian optimization
Experimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox of techniques for evaluating new features and fine-tuning parameters. You'll start with a deep dive into methods like A/B testing, and then graduate to advanced techniques used to measure performance in indust...
| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Shelter Island, NY
Manning Publications Co.
2023
|
| Edition: | [First edition] |
| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | Experimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox of techniques for evaluating new features and fine-tuning parameters. You'll start with a deep dive into methods like A/B testing, and then graduate to advanced techniques used to measure performance in industries such as finance and social media. Learn how to evaluate the changes you make to your system and ensure that your testing doesn't undermine revenue or other business metrics. By the time you're done, you'll be able to seamlessly deploy experiments in production while avoiding common pitfalls |
|---|---|
| Item Description: | Includes index |
| Physical Description: | 248 pages illustrations |
| ISBN: | 9781638356905 9781617298158 1617298158 |