Introduction to Statistical and Machine Learning Methods for Data Science
eBook - ePub

Introduction to Statistical and Machine Learning Methods for Data Science

Carlos Andre Reis Pinheiro, Mike Patetta

  1. 170 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Introduction to Statistical and Machine Learning Methods for Data Science

Carlos Andre Reis Pinheiro, Mike Patetta

Book details
Table of contents
Citations

About This Book

Boost your understanding of data science techniques to solve real-world problems

Data science is an exciting, interdisciplinary field that extracts insights from data to solve business problems. This book introduces common data science techniques and methods and shows you how to apply them in real-world case studies. From data preparation and exploration to model assessment and deployment, this book describes every stage of the analytics life cycle, including a comprehensive overview of unsupervised and supervised machine learning techniques. The book guides you through the necessary steps to pick the best techniques and models and then implement those models to successfully address the original business need.

No software is shown in the book, and mathematical details are kept to a minimum. This allows you to develop an understanding of the fundamentals of data science, no matter what background or experience level you have.

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Information

Publisher
SAS Institute
Year
2021
ISBN
9781953329622
Topic
Computer Science
Subtopic
Data Processing
Index
Computer Science

Table of contents

    Citation styles for Introduction to Statistical and Machine Learning Methods for Data Science

    APA 6 Citation

    Pinheiro, C. A. R., & Patetta, M. (2021). Introduction to Statistical and Machine Learning Methods for Data Science ([edition missing]). SAS Institute. Retrieved from https://www.perlego.com/book/2820760/introduction-to-statistical-and-machine-learning-methods-for-data-science-pdf (Original work published 2021)

    Chicago Citation

    Pinheiro, Carlos Andre Reis, and Mike Patetta. (2021) 2021. Introduction to Statistical and Machine Learning Methods for Data Science. [Edition missing]. SAS Institute. https://www.perlego.com/book/2820760/introduction-to-statistical-and-machine-learning-methods-for-data-science-pdf.

    Harvard Citation

    Pinheiro, C. A. R. and Patetta, M. (2021) Introduction to Statistical and Machine Learning Methods for Data Science. [edition missing]. SAS Institute. Available at: https://www.perlego.com/book/2820760/introduction-to-statistical-and-machine-learning-methods-for-data-science-pdf (Accessed: 25 September 2021).

    MLA 7 Citation

    Pinheiro, Carlos Andre Reis, and Mike Patetta. Introduction to Statistical and Machine Learning Methods for Data Science. [edition missing]. SAS Institute, 2021. Web. 25 Sept. 2021.