Introduction To Statistical Learning Solutions – This book provides an introduction. It is aimed at upper level graduate students, masters students and Ph.D. students in the non-mathematical sciences. The book also comprises a number of R labs with detailed explanations about how to implement the various methods in real life settings, and should be an important source for a practicing data scientist.
“An Introduction to Statistical Learning (ISL)” by James, Witten, Hastie and Tibshirani is your”how to” guide for statistical learning. Inspired by”The Elements of Statistical Learning” (Hastie, Tibshirani and Friedman), this publication offers clear and intuitive guidance on the best way best to implement cutting edge statistical and machine learning methods. ISL makes contemporary methods accessible to a wide audience without needing a background in Statistics or Computer Science. The authors give accurate, realistic explanations of what approaches can be found, and should use them, including explicit R code. Anyone who would like to intelligently analyze complex data should have this book.
“For a proposal for an introduction to data science via machine learning, there’s a lot to like about ISLR. It’s thorough, lively, written at level appropriatefor undergraduates and usable by nonexperts. It’s chock full of interesting cases of how modern predictive system learning algorithms work (and don’t work) in a number of configurations”
“I just wanted to thank you all for the textbook”An Introduction to Statistical Learning” which you have contributed to as authors. As a junior at university, it’s by far the most well-written textbook I have ever used, a sentiment represented by all of my other classmates. One friend, graduating this spring with majors in Math and Data Analytics, cried out in anger which no other textbook had ever come close to the quality of the one. You and your staff have turned into one of the most technical subjects in my program in a clear and even enjoyable field to learn about. Each concept is explained simply, every equation justified, and every figure selected flawlessly to clearly illustrate tough ideas. This is the only textbook I have ever truly enjoyed studying, and I just wanted to thank you and all other contributors to your time and efforts in its production.” Cornell Blake, Junior, Ohio State University.
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