Machine Learning in R for Everyone
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ISBN13:9798860817203
出版社:Independently published
作者:Jonathan Wayne Korn
出版日:2023/09/09
裝訂:平裝
規格:27.9cm*21.6cm*1.2cm (高/寬/厚)
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"Machine Learning in R for Everyone" is your comprehensive guide to mastering machine learning with the R programming language. Whether you're a novice looking to embark on your data science journey or an experienced practitioner aiming to refine your skills, this book provides a structured and hands-on approach to understanding and implementing machine learning concepts. Starting with the fundamentals, the book introduces you to machine learning algorithms, data manipulation, and analysis tools in R. Through practical examples, you'll learn to collect, preprocess, and explore data, gaining insights into data-driven decision-making. The book covers regression, classification, and time series forecasting, equipping you with the knowledge to build predictive models effectively. You'll delve into model evaluation techniques, feature engineering, and model interpretation, ensuring you can not only create models but also optimize their performance. By the end of the book, you'll be proficient in various machine learning algorithms and visualization techniques, ready to tackle real-world challenges with confidence. "Machine Learning in R for Everyone" is your gateway to unleashing the power of machine learning for practical applications in R.
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