Name: Fundamentals of Data Science Part i: Inference and Experiment
SKU: 53627838
Price: 646.00 ZAR
Availability: InStock
Author: Jared M Maruskin
ISBN: 9781941043110

Select your country

Americas

Europe

Rest of the world

portada Fundamentals of Data Science Part i: Inference and Experiment

Fundamentals of Data Science Part i: Inference and Experiment

Type

Physical Book

Publisher

Cayenne Canyon Press

Author

Jared M Maruskin

Year

2021

Language

English

Pages

314

Format

Paperback

ISBN13

9781941043110

Synopsis "Fundamentals of Data Science Part i: Inference and Experiment "

In Part I of this series, we cover basic statistical inference and experimentation, focusing on: basic statistics;derivation and review of key distributions and their relations;hypothesis testing, including an in depth power analysis for the chi-squared statistic;experimentation, including A/B tests, stratification, one- and two-factor experiments, and an introduction to bandit algorithms; maximum likelihood;gradient descent;introduction to survival analysis and stochastic processes, including empirical estimation of online survival and event processes.The theory is illustrated with simulations in Python throughout the text.

Customers reviews

Have you read this book? Login to add your review.

More customer reviews

0% (0)
0% (0)
0% (0)
0% (0)
0% (0)

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews

Fundamentals of Data Science Part i: Inference and Experiment - Jared M Maruskin

Synopsis "Fundamentals of Data Science Part i: Inference and Experiment "

Customers reviews

Frequently Asked Questions about the Book

Is the book original?

In what language is the book written?

What is the format of this book?

Questions and Answers about the Book

Opinions about Bookdelivery