Thoughtful machine learning with Python : a test-driven approach /

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Kirk, Matthew (Data scientist) (Author)
Format: Electronic eBook
Language:Inglés
Published: Sebastopol, CA : O'Reilly Media, [2017]
Edition:First edition.
Subjects:
Machine learning.
Python (Computer program language)
Apprentissage automatique.
Python (Langage de programmation)
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Probably approximately correct software
  • A quick introduction to machine learning
  • K-nearest neighbors
  • Naive Bayesian classification
  • Decision trees and random forests
  • Hidden Markov models
  • Support vector machines
  • Neural networks
  • Clustering
  • Improving models and data extraction
  • Putting it together: conclusion.

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