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Statistics for Machine Learning: Implement Statistical methods used in Machine Learning using Python (English Edition) - Brossura
- EditoreBPB Publications
- Data di pubblicazione2021
- ISBN 10 9388511972
- ISBN 13 9789388511971
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero di pagine278
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Statistics For Machine Learning
Da: Vedams eBooks (P) Ltd, New Delhi, India
Valutazione del venditore 4 su 5 stelle
Soft cover. Condizione: New. This book talks about Statistical concepts in detail, with its applications in Python. The book starts with an introduction to Statistics and moves on to cover some basic Descriptive Statistics concepts such as mean, median, mode, etc. You will then explore the concept of Probability and look at different types of Probability Distributions. Next, you will look at parameter estimations for the unknown parameters present in the population and look at Random Variables in detail, which are used to save the results of an experiment in Statistics. You will then explore one of the most important fields in Statistics - Hypothesis Testing, and then explore various types of tests used to check our hypothesis. The last part of our book will focus on how you can process data using Python, some elements of Non-parametric statistics, and finally, some introduction to Machine Learning. Codice articolo 140582
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