Interpretable Machine Learning with Python - Second Edition
Serg Masís
Broschiertes Buch

Interpretable Machine Learning with Python - Second Edition

Build explainable, fair, and robust high-performance models with hands-on, real-world examples

Versandkostenfrei!
Versandfertig in 1-2 Wochen
52,99 €
inkl. MwSt.
PAYBACK Punkte
26 °P sammeln!
A deep dive into the key aspects and challenges of machine learning interpretability using a comprehensive toolkit, including SHAP, feature importance, and causal inference, to build fairer, safer, and more reliable models. Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesInterpret real-world data, including cardiovascular disease data and the COMPAS recidivism scores Build your interpretability toolkit with global, local, model-agnostic, and model-specific methods Analyze and extract insights from complex models from CNNs to BERT to time series models Book ...