Home : Book details

A First Course in Probability for Computer and Data Science free ebook download

Category:
Mathematics

Views: 173
Likes: 0

Catalogue

Author(s):	Henk Tijms

Date:	2023	Format:	pdf	Language:	English	ISBN/ASIN:	9811271747
Pages:	244	OCR:		Quality:		ISBN13:
Uploader:	eternal	Upload Date:	4/6/2024 4:57:45 AM

To download click on link in the Links Table below

Description: Click to see full description

9811271747 pdf
In this undergraduate text, the author has distilled the core of probabilistic ideas and methods for computer and data science. The book emphasizes probabilistic and computational thinking rather than theorems and proofs. It provides insights and motivates the students by telling them why probability works and how to apply it. The unique features of the book are as follows: Bayesian probability with real-life cases in law and medicine  Logistic regression and naive Bayes  Real-world applications of probability  Interweaving Monte Carlo simulation and probability  Gentle introduction to Markov chains and Markov chain Monte Carlo simulation. This book contains many worked examples. Numerous instructive problems scattered throughout the text are given along with problem-solving strategies. Several of the problems extend previously covered material. Answers to all problems and worked-out solutions to selected problems are also provided. Henk Tijms is the author of several textbooks in the area of applied probability and stochastic optimization. In 2008, he received the prestigious INFORMS Expository Writing Award for his work. He also contributed engaging probability puzzles to The New York Times' former Numberplay column.

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3253073	Book	https://nitroflare.com/view/1A2692CE8627...		11.00	eternal

Tags: Computer Course Data Probability Science

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment:

A First Course in Probability for Computer and Data Science free ebook download

Category: Mathematics

Description: Click to see full description

Category:
Mathematics