Machine learning · Available on Amazon
Build Real Machine Learning Models in Python by Kai London
Build machine learning models in Python from data preparation through evaluation, with attention to the mistakes that undermine results.
What the book covers
Data preparation
Cleaning, splitting and feature work.
Model building
Common algorithms in practice.
Evaluation
Metrics, validation and avoiding leakage.
From notebook to use
Saving and deploying a trained model.
Machine learningKai London
Who it is for
Developers and analysts moving into machine learning.
About the author
Professor Kai London — CISSP, CISM.
An internationally recognised cybersecurity executive, board advisor and Founder & CEO of Quantum AI Systems Security LLC, writing at the convergence of AI, governance and operational resilience. Honorary Professor and Researcher at UCL.