Data Science Gym - Softcover

Amin, Dr. Syed Hassan

Softcover

ISBN 13: 9798589254006

Publisher: Independently published, 2021

Synopsis

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

Edition details

• Publisher: Independently published
• Publication date: 2021
• ISBN 13: 9798589254006
• Binding: Paperback
• Language: English
• Number of pages: 322