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Probability and Statistics for Data Science & Machine Learning
About the this book, the author has made a wholehearted effort to cover all that you need to know about probability and statistics in the field of Data Science and Machine Learning!
The book starts by acquainting you to the basics and then moves towards the higher building blocks and advanced concepts of the subject, while also ensuring that a perfect balance is maintained between the conceptual explanations & mathematics.
Every chapter encompasses modular topics that have been explained in a succinct yet comprehensive manner, followed by intuitive examples that are not limited to the typical dice and coin examples, rather can be associated with a lot of real-world use cases.
The book is aligned with the probability & statistics tutorial available on www.onestopml.com, which gets updated with new content regularly. Thus, just like a fine wine, it starts getting better with age! This also means, that not only do you get great content in the book but through the site, you also get the option to ask any questions that you may come across while reading the book.
Who This Book is book contains only those parts of the vast body of material on Probability & Statistics which are relevant for Data Science and Machine Learning. The book is best suited
Aspiring Data Scientists, Machine Learning Engineers, Business Analysts, and Data AnalystsProfessionals looking to brush-up their existing skillsetPractitioners who want to seek a better analytical understanding of real-world use casesBusiness Executives looking to fluently speak the language of data and insightsStudents looking to ace their fundamentals of probability & statistics
The book starts by acquainting you to the basics and then moves towards the higher building blocks and advanced concepts of the subject, while also ensuring that a perfect balance is maintained between the conceptual explanations & mathematics.
Every chapter encompasses modular topics that have been explained in a succinct yet comprehensive manner, followed by intuitive examples that are not limited to the typical dice and coin examples, rather can be associated with a lot of real-world use cases.
The book is aligned with the probability & statistics tutorial available on www.onestopml.com, which gets updated with new content regularly. Thus, just like a fine wine, it starts getting better with age! This also means, that not only do you get great content in the book but through the site, you also get the option to ask any questions that you may come across while reading the book.
Who This Book is book contains only those parts of the vast body of material on Probability & Statistics which are relevant for Data Science and Machine Learning. The book is best suited
Aspiring Data Scientists, Machine Learning Engineers, Business Analysts, and Data AnalystsProfessionals looking to brush-up their existing skillsetPractitioners who want to seek a better analytical understanding of real-world use casesBusiness Executives looking to fluently speak the language of data and insightsStudents looking to ace their fundamentals of probability & statistics
Kindle Edition
Published October 11, 2020
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