Machine Learning for Programmers: Python-First AI Models - Couverture souple

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9798290084473: Machine Learning for Programmers: Python-First AI Models
Couverture souple
ISBN 13 : 9798290084473
Editeur : Independently published, 2025

Synopsis

Build Smarter Software with Machine Learning—Without Starting from Zero

If you’re a programmer who wants to break into artificial intelligence, Machine Learning for Programmers is your fast track. This book skips the math-heavy theory and goes straight into building intelligent, real-world applications using Python.

Designed for developers, not data scientists, this guide focuses on practical implementation: loading data, training models, testing predictions, and deploying ML systems using tools you already know—like Python, scikit-learn, and TensorFlow.

What You'll Learn:

  • Core ML concepts made simple for coders

  • How to build classification, regression, and clustering models

  • Real-world projects: spam filters, recommendation engines, and more

  • Step-by-step tutorials using Python and popular ML libraries

  • Data preparation and feature engineering explained clearly

  • Hyperparameter tuning, model evaluation, and cross-validation

  • The basics of neural networks and deep learning

  • How to deploy models into live applications and services

  • Best practices for clean, testable, production-ready ML code

You don’t need a PhD to get started—just Python skills and a problem to solve.

Code smarter. Think in models. Build the future.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2025
Langue
anglais
ISBN 13 
9798290084473
Reliure
Broché
Nombre de pages
259
Coordonnées du fabricant
non disponible
Personne responsable
non disponible