Can I read STATISTICS FOR MACHINE LEARNING : implement statistical methods used in machine learning... using python on EtoBox?

STATISTICS FOR MACHINE LEARNING : implement statistical methods used in machine learning... using python by Himanshu Singh is a nonfiction available to read on EtoBox.

What is STATISTICS FOR MACHINE LEARNING : implement statistical methods used in machine learning... using python about?

A practical guide that will help you understand the Statistical Foundations of any Machine Learning Problem. Key Features Develop a Conceptual and Mathematical understanding of Statistics Get an overview of Statistical Applications in Python Learn how to perform Hypothesis testing in Statistics Understand why Statistics is important in Machine Learning Learn how to process data in Python Description 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, som

Who reads STATISTICS FOR MACHINE LEARNING : implement statistical methods used in machine learning... using python?

Author

Himanshu Singh

Publisher

BPB Publications

Published

2021

Language

EN

ISBN

9789388511971

Category

nonfiction

Subjects

Computer Science, Language Learning, Science