Deep Learning For Beginners Une Python basée sur Python
Auteur:
Ron Kneusel
- en
- Broché
- 9781718500747
- 23 février 2021
- 464 pages
Résumé
This book is for people with no experience with machine learning and who are looking for an intuition-based, hands-on introduction to deep learning using Python.
Deep Learning for Complete Beginners: A Python-Based Introduction is for complete beginners in machine learning. It introduces fundamental concepts such as classes and labels, building a dataset, and what a model is and does before presenting classic machine learning models, neural networks, and modern convolutional neural networks. Experiments in Python--working with leading open-source toolkits and standard datasets--give you hands-on experience with each model and help you build intuition about how to transfer the examples in the book to your own projects.
You'll start with an introduction to the Python language and the NumPy extension that is ubiquitous in machine learning. Prominent toolkits, like sklearn and Keras/TensorFlow are used as the backbone to enable you to focus on the elements of machine learning without the burden of writing implementations from scratch. An entire chapter on evaluating the performance of models gives you the knowledge necessary to understand claims on performance and to know which models are working well and which are not. The book culminates by presenting convolutional neural networks as an introduction to modern deep learning. Understanding how these networks work and how they are affected by parameter choices leaves you with the core knowledge necessary to dive into the larger, ever-changing world of deep learning.
Deep Learning for Complete Beginners: A Python-Based Introduction is for complete beginners in machine learning. It introduces fundamental concepts such as classes and labels, building a dataset, and what a model is and does before presenting classic machine learning models, neural networks, and modern convolutional neural networks. Experiments in Python--working with leading open-source toolkits and standard datasets--give you hands-on experience with each model and help you build intuition about how to transfer the examples in the book to your own projects.
You'll start with an introduction to the Python language and the NumPy extension that is ubiquitous in machine learning. Prominent toolkits, like sklearn and Keras/TensorFlow are used as the backbone to enable you to focus on the elements of machine learning without the burden of writing implementations from scratch. An entire chapter on evaluating the performance of models gives you the knowledge necessary to understand claims on performance and to know which models are working well and which are not. The book culminates by presenting convolutional neural networks as an introduction to modern deep learning. Understanding how these networks work and how they are affected by parameter choices leaves you with the core knowledge necessary to dive into the larger, ever-changing world of deep learning.
Spécifications produit
Nous n'avons trouvé aucune spécification pour votre recherche '{SEARCH}'.
Contenu
- Langue
- en
- Binding
- Broché
- Date de sortie initiale
- 23 février 2021
- Nombre de pages
- 464
- Illustrations
- Non
Personnes impliquées
- Auteur principal
- Ron Kneusel
- Editeur principal
- No Starch Press,Us
Autres spécifications
- Hauteur de l'emballage
- 30 mm
- Largeur d'emballage
- 175 mm
- Largeur du produit
- 177 mm
- Livre d‘étude
- Oui
- Longueur d'emballage
- 233 mm
- Longueur du produit
- 234 mm
- Poids de l'emballage
- 1018 g
- Police de caractères extra large
- Non
EAN
- EAN
- 9781718500747
Vous trouverez cet article :
- Catégories
- Langue
- Anglais
- Livre, ebook ou livre audio ?
- Livre
- Disponibilité
- Disponible à l'adresse suivante
Choisissez la version souhaitée
Choisissez votre binding
(2)
Informations sur les prix et commande
Le prix de ce produit est de 34 euros et 99 cents.
En stock. Commandé avant 23:59, livré demain
Vendu par bol
- Livraison comprise avec bol
- Retrait possible dans un point-relais bol
- 30 jours de réflexion et retour gratuit
- Service client 24h/24
- Livraison en soirée même en semaine
Options de livraison
- Jour de livraison au choix
D'autres ont aussi regardé
Souvent achetés ensemble
Signaler cet article
Vous souhaitez signaler un contenu illégal à propos cet article:
- Je souhaite faire un signalement en tant que client.
- Je veux faire un signalement en tant qu'autorité ou personne de confiance.
- Je veux faire un signalement en tant que propriétaire de partenaire
- Je veux faire un signalement en tant que propriétaire de marque
Vous n'êtes pas un client, une autorité, personne de confiance, propriétaire de marque ou un partenaire ? Dans ce cas, utilisez le bouton ci-dessous pour effectuer un signalement.