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Data Science Gym by Syed Hassan Amin

Data Science Gym

by Syed Hassan Amin
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Book cover type: Paperback
  • ISBN13: 9798589254006
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 324
  • Original Price: GBP 10.68
  • Language: English
  • Edition: N/A
  • Item Weight: 753 grams
  • BISAC Subject(s): Computers & Technology

Want to build your data science career, but not sure where to get started or which bits to choose and which ones to ignore ?Data Science gym will help you get started with mastering essential data science concepts and skills through a systematic set of practical examples/exercises, and relevant background concepts. This book can be used as a textbook for an introductory course on data science as well as a reference for learning data science on your own if you have some background in programming, mathematics, algorithms, and related fields.
In this book, I will help you build your concepts and background by introducing:

  • Introduction and Background to Data Science
  • Essential Python skills for Data Scientists
  • Exploratory Data Analysis and Visualization skills with many code examples and exercises
  • Essential algorithms such as Decision Trees, Clustering, Regression with help of code examples
  • Feature engineering
  • Evaluating classifier performance and optimization of parameters for improving performance
  • Implementing data science API's for linking your models with your web and mobile application

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