Practical machine learning with Python : a problem-solver's guide to building real-world intelligent systems /

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 becom...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Sarkar, Dipanjan (Author), Bali, Raghav (Author), Sharma, Tushar (Author)
Format: Electronic eBook
Language:Inglés
Published: [United States] : Apress, 2018.
Subjects:
Machine learning.
Python (Computer program language)
Apprentissage automatique.
Python (Langage de programmation)
Programming & scripting languages: general.
Computer programming > software development.
Artificial intelligence.
COMPUTERS > General.
Machine learning
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Chapter 1: Machine Learning Basics
  • Chapter 2: The Python Machine Learning Ecosystem
  • Chapter 3: Processing, Wrangling and Visualizing Data.-Chapter 4: Feature Engineering and Selection
  • Chapter 5: Building, Tuning and Deploying Models.-Chapter 6: Analyzing Bike Sharing Trends
  • Chapter 7: Analyzing Movie Reviews Sentiment
  • Chapter 8: Customer Segmentation and Effective Cross Selling
  • Chapter 9: Analyzing Wine Types and Quality
  • Chapter 10: Analyzing Music Trends and Recommendations
  • Chapter 11: Forecasting Stock and Commodity Prices
  • Chapter 12: Deep Learning for Computer Vision.

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