Practical machine learning with python
54,03 $

Practical machine learning with python

RAGHAV BALI, DIPANJAN SARKAR, SHARMA


Practical machine learning with python

RAGHAV BALI, DIPANJAN SARKAR, SHARMA

54,03 $ 54,03 $
Régulier: 54,03 $
Rabais: 0,00 $ (0%)
Livre numérique non disponible
Résumé

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in this book will teach you how to think, design, build, and execute machine learning systems and projects successfully.

Practical Machine Learning with Python follows a structured and comprehensive three-tiered approach packed with hands-on examples and code.

Part 1 focuses on understanding machine learning concepts and tools. This includes machine learning basics with a broad overview of algorithms, techniques, concepts and applications, followed by a tour of the entire Python machine learning ecosystem. Brief guides for useful machine learning tools, libraries and frameworks are also covered.

Part 2 details standard machine learning pipelines, with an emphasis on data processing analysis, feature engineering, and modeling. You will learn how to process, wrangle, summarize and visualize data in its various forms. Feature engineering and selection methodologies will be covered in detail with real-world datasets followed by model building, tuning, interpretation and deployment.

Part 3 explores multiple real-world case studies spanning diverse domains and industries like retail, transportation, movies, music, marketing, computer vision and finance. For each case study, you will learn the application of various machine learning techniques and methods. The hands-on examples will help you become familiar with state-of-the-art machine learning tools and techniques and understand what algorithms are best suited for any problem.

Practical Machine Learning with Python will empower you to start solving your own problems with machine learning today!

What You'll Learn

  • Execute end-to-end machine learning projects and systems
  • Implement hands-on examples with industry standard, open source, robust machine learning tools and frameworks
  • Review case studies depicting applications of machine learning and deep learning on diverse domains and industries
  • Apply a wide range of machine learning models including regression, classification, and clustering.
  • Understand and apply the latest models and methodologies from deep learning including CNNs, RNNs, LSTMs and transfer learning.

Who This Book Is For

IT professionals, analysts, developers, data scientists, engineers, graduate students

Détails
Titre
Practical machine learning with python
Prix
54,03 $
Sujet
Format Poche
Non
Langue
Français/French
Date de publication
2017-12-20
ISBN
9781484232071
Code Interne
2414727
Numéro de produit
2414727
Format numérique
pdf
Disponibilité
AD AE AM AQ AR AS AT AU AX BA BB BE BG BH BL BM BN BO BR BS BV BZ CA CH CK CL CN CO CR CU CW CX CY CZ DE DK DM DO DZ EC EE ES FI FK FO FR GB GD GF GG GI GL GP GR GT GY HK HM HN HR HT HU ID IE IL IM IN IO IR IS IT JE JM JP KH KM KN KR KY LA LB LC LI L
Protection
Adobe DRM
Entrepôt Numérique
NUMILOG

Notre conseil

Avant de vous déplacer, nous vous recommandons de téléphoner au magasin pour vérifier le stock.

Ville: (Changer).

exemplaire(s)
Ce produit est actuellement non disponible en magasin.
Nous n'avons pas pu trouver une succursale pour le code postal donné. Veuillez en essayer un autre.