Practical Machine Learning for Data Analysis Using Python

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Download Free Practical Machine Learning for Data Analysis Using Python book that problem solver’s guide for creating real-world intelligent systems.

Overview of Book Description:

Practical Machine Learning for Data Analysis Using Python is a problem solver’s guide for creating real-world intelligent systems. It provides a comprehensive approach with concepts, practices, hands-on examples, and sample code.

The book teaches readers the vital skills required to understand and solve different problems with machine learning. It teaches machine learning techniques necessary to become a successful practitioner, through the presentation of real-world case studies in Python machine learning ecosystems.

The book also focuses on building a foundation of machine learning knowledge to solve different real-world case studies across various fields, including biomedical signal analysis, healthcare, security, economics, and finance. Moreover, it covers a wide range of machine learning models, including regression, classification, and forecasting. The goal of the book is to help a broad range of readers, including IT professionals, analysts, developers, data scientists, engineers, and graduate students, to solve their own real-world problems.

Features:

  • Offers a comprehensive overview of the application of machine learning tools in data analysis across a wide range of subject areas
  • Teaches readers how to apply machine learning techniques to biomedical signals, financial data, and healthcare data
  • Explores important classification and regression algorithms as well as other machine learning techniques
  • Explains how to use Python to handle data extraction, manipulation, and exploration techniques, as well as how to visualize data spread across multiple dimensions and extract useful features

WriterAbdulhamit Subasi
ISBN13: 978-0128213797
Publishing Year2020
Pages534
LanguageEnglish
FormatTrue PDF
Size6.3 MB

Practical Machine Learning for Data Analysis Using Python Book Download Link

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