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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 ScientistsExploratory Data Analysis and Visualization skills with many code examples and exercisesEssential algorithms such as Decision Trees, Clustering, Regression with help of code examplesFeature engineeringEvaluating classifier performance and optimization of parameters for improving performanceImplementing data science API's for linking your models with your web and mobile application
