Data Science Essentials with R
Learn with focus on data manipulation, visualization, and machine learning
Author: Abhishek Das
Master R for effective data analysis and ML. Analyze data, identify patterns, and drive informed decision-making. Learn by doing hands-on R codes and applying ML techniques.
PRODUCT INFORMATION
Summary
Master R for effective data analysis and ML. Analyze data, identify patterns, and drive informed decision-making. Learn by doing hands-on R codes and applying ML techniques.
Description
This book offers a thorough introduction to data science, starting with R programming basics and advancing to ML and data visualization. Learn to clean, explore, and transform data using tools like dplyr. Key statistical concepts like probability, hypothesis testing, and modeling are covered, providing a foundation for data-driven decisions. Discover supervised and unsupervised ML techniques, feature engineering, and model evaluation. The book also provides career guidance in data science, including skill-building tips and job search strategies, equipping you to excel in this growing field.
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