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Probabilistic Data Structures

Language EnglishEnglish
Book Paperback
Book Probabilistic Data Structures Ethan Z. Booker
Libristo code: 38120891
Publishers Independently Published, January 2021
This book "Probabilistic Data Structures" is an Introduction to Probabilistic Data Structures and ai... Full description
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This book "Probabilistic Data Structures" is an Introduction to Probabilistic Data Structures and aims to introduce the readers to ideas of randomness in Data Structure design.
Contents of this book:
- Preface
- Introduction to Probabilistic Data Structures
- List of Probabilistic Data Structures
- Probabilistic Algorithms and Link with Data Structures
- Basic Probabilistic Data Structures
- Count Min Sketch
- MinHash
- LogLog
- Bloom Filter
- Skip List
- Significance in Real Life/ Conclusion

 

It is easier to understand randomness in algorithms with examples such as randomly splitting array in Quick Sort but most programmers fail to realize that Data Structures can be probabilistic as well.
In this, not only the answer is probabilistic but also the structure.
In fact, Google's Chrome browser uses a Probabilistic Data Structure within it. Read on to find out which data structure it is and how it is used.

 

The ideas have been presented in a simple language (avoiding technical terms) with intuitive insights which will help anyone to go through this book and enjoy the knowledge.
This knowledge will help you to design better systems suited for real use.

 

---------------------------------------------------------------
Authors: Aditya Chatterjee, Ethan Z. Booker
Aditya is a Founding member at OpenGenus; Ethan has been an Intern at OpenGenus and a student at University of Wisconsin, La Crosse;

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About the book

Full name Probabilistic Data Structures
Language English
Binding Book - Paperback
Date of issue 2021
Number of pages 76
EAN 9798700257909
Libristo code 38120891
Weight 166
Dimensions 254 x 175 x 9
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