Télécharger scikit-learn Cookbook PDF Livre eBook France

Description du livre scikit-learn Cookbook : Livre plein de blancs, et sans insight métier - une espèce de mauvaise documentation - Ce livre est insupportable : à chaque fois que j'essaie d'y trouver de l'information, je le referme avec une déception désabusée.Il n'y a aucun "truc", aucun retour métier qui s'approche d'une vraie expérience terrain. Grosse déception.A éviter à tout prix. Over 50 recipes to incorporate scikit-learn into every step of the data science pipeline, from feature extraction to model building and model evaluationAbout This BookLearn how to handle a variety of tasks with Scikit-Learn with interesting recipes that show you how the library really worksUse Scikit-Learn to simplify the programming side data so you can focus on thinkingDiscover how to apply algorithms in a variety of situationsWho This Book Is ForIf you’re a data scientist already familiar with Python but not Scikit-Learn, or are familiar with other programming languages like R and want to take the plunge with the gold standard of Python machine learning libraries, then this is the book for you.What You Will LearnAddress algorithms of various levels of complexity and learn how to analyze data at the same timeHandle common data problems such as feature extraction and missing dataUnderstand how to evaluate your models against themselves and any other modelDiscover just enough math needed to learn how to think about the connections between various algorithmsCustomize the machine learning algorithm to fit your problem, and learn how to modify it when the situation calls for itIncorporate other packages from the Python ecosystem to munge and visualize your datasetIn DetailPython is quickly becoming the go-to language for analysts and data scientists due to its simplicity and flexibility, and within the Python data space, scikit-learn is the unequivocal choice for machine learning. Its consistent API and plethora of features help solve any machine learning problem it comes across.The book starts by walking through different methods to prepare your data—be it a dataset with missing values or text columns that require the categories to be turned into indicator variables. After the data is ready, you'll learn different techniques aligned with different objectives—be it a dataset with known outcomes such as sales by state, or more complicated problems such as clustering similar customers. Finally, you'll learn how to polish your algorithm to ensure that it's both accurate and resilient to new datasets.

de Trent Hauck User Moyenne des commentaires client :
1 étoiles sur 5 de 1 Commentaires client

Lire en ligne et Télécharger

• Primaire: scikit-learn-cookbook.pdf - 14.49 Mbps
• Lien Alternatif: scikit-learn-cookbook.pdf - 19.22 Mbps

Télécharger scikit-learn Cookbook PDF de Trent Hauck. Voici les informations de détail sur scikit-learn Cookbook comme votre référence.

• Le Titre Du Livre : scikit-learn Cookbook


• Nom de fichier : scikit-learn-cookbook.pdf


• Format original : E-Book, Hardcover


• Taille du fichier : 14.07 KB


• Nombre de pages de l'édition imprimée :267 pages


• Editeur : Trent Hauck


• Vendu par : Packt Publishing ()


• Langue :


• Genre : Computers & Internet