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Yuxi (Hayden) Liu Python Machine Learning By Example (Taschenbuch)
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Caractéristiques de l'objet
- État
- Buchtitel
- Python Machine Learning By Example
- EAN
- 9781800209718
- Genre
- Computing & Internet
- Erscheinungsdatum
- 30.10.2020
- Subtitle
- Build intelligent systems using Python, TensorFlow 2, PyTorch, an
- ISBN-10
- 1800209711
- ISBN
- 9781800209718
- Herstellungsland und -region
- GB
- Höhe
- 93mm
- Länge
- 75mm
À propos de ce produit
Produktinformation
A comprehensive guide to get you up to speed with the latest developments of practical machine learning with Python and upgrade your understanding of machine learning (ML) algorithms and techniques Key FeaturesDive into machine learning algorithms to solve the complex challenges faced by data scientists today Explore cutting edge content reflecting deep learning and reinforcement learning developments Use updated Python libraries such as TensorFlow, PyTorch, and scikit-learn to track machine learning projects end-to-end Book Description Python Machine Learning By Example, Third Edition serves as a comprehensive gateway into the world of machine learning (ML). With six new chapters, on topics including movie recommendation engine development with Naïve Bayes, recognizing faces with support vector machine, predicting stock prices with artificial neural networks, categorizing images of clothing with convolutional neural networks, predicting with sequences using recurring neural networks, and leveraging reinforcement learning for making decisions, the book has been considerably updated for the latest enterprise requirements. At the same time, this book provides actionable insights on the key fundamentals of ML with Python programming. Hayden applies his expertise to demonstrate implementations of algorithms in Python, both from scratch and with libraries. Each chapter walks through an industry-adopted application. With the help of realistic examples, you will gain an understanding of the mechanics of ML techniques in areas such as exploratory data analysis, feature engineering, classification, regression, clustering, and NLP. By the end of this ML Python book, you will have gained a broad picture of the ML ecosystem and will be well-versed in the best practices of applying ML techniques to solve problems. What you will learnUnderstand the important concepts in ML and data science Use Python to explore the world of data mining and analytics Scale up model training using varied data complexities with Apache Spark Delve deep into text analysis and NLP using Python libraries such NLTK and Gensim Select and build an ML model and evaluate and optimize its performance Implement ML algorithms from scratch in Python, TensorFlow 2, PyTorch, and scikit-learn Who this book is for ¿If you're a machine learning enthusiast, data analyst, or data engineer highly passionate about machine learning and want to begin working on machine learning assignments, this book is for you. Prior knowledge of Python coding is assumed and basic familiarity with statistical concepts will be beneficial, although this is not necessary.
Produktkennzeichnungen
ISBN-10
1800209711
ISBN-13
9781800209718
eBay Product ID (ePID)
12044646654
Produkt Hauptmerkmale
Verlag
Packt Publishing
Erscheinungsjahr
2020
Anzahl der Seiten
526 Seiten
Publikationsname
Python Machine Learning by Example-Third Edition
Sprache
Englisch
Produktart
Lehrbuch
Autor
Yuxi (Hayden) Liu
Format
Taschenbuch
Zusätzliche Produkteigenschaften
Hörbuch
No
Inhaltsbeschreibung
Paperback
Item Height
2cm
Item Length
23cm
Ausgabe
Ausgabe Nr. 3 des Jahres 20
Item Weight
971g
Item Width
19cm
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Informations sur le vendeur professionnel
Numéro de TVA : GB 864 1548 11
CRN: 05540102
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