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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Sarkar, Dipanjan (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Berkeley, CA : Apress, 2018.
Ausgabe:1st ed. 2018.
Schlagworte:
Artificial intelligence.
Python (Computer program language).
Open source software.
Computer programming.
ISBN:9781484232071
Online-Zugang: Volltext
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Inhaltsangabe:
  • 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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