Store besparelser
Hurtig levering
Gemte
Log ind
0
Kurv
Bøger
Bestsellers
Kommer snart
Nyheder
Spil og hobby
Hjem
Kategorier
Bestsellers
Kommer snart
Nyheder
FAQ
Konto
Kontakt
Kurv
  1. Bog
  2. Kulturstudier og medievidenskab
  3. Medievidenskab
Communication Principles for Data Science
Af: Changho Suh
Engelsk Hardback
Se mere i:
Communication Principles for Data Science
Af: Changho Suh
Engelsk Hardback
Hardback
669 kr
Tilføj til kurv
Sikker betaling
6 - 8 hverdage
Om denne bog

This book introduces the basic principles underlying the design and analysis of the digital communication systems that have heralded the information revolution. One major goal of the book is to demonstrate the role of the digital communication principles in a wide variety of data science applications, including community detection, computational biology, speech recognition and machine learning.

One defining feature of this book is to make an explicit connection between the communication principles and data science problems, as well as to succinctly deliver the “story” of how the communication principles play a role for trending data science applications. All the key “plots” involved in the story are coherently developed with the help of tightly coupled exercise problem sets, and the associated fundamentals are explored mostly from first principles. Another key feature is that it includes programming implementation of a variety of algorithms inspired by fundamentals, together with a brief tutorial of the used programming tools. The implementation is based on Python and TensorFlow.

This book does not follow a traditional book-style organization, but is streamlined via a series of lecture notes that are intimately related, centered around coherent storylines and themes. It serves as a textbook mainly for a junior- or senior-level undergraduate course, yet is also suitable for a first-year graduate course. Readers benefit from having a good background in probability and random processes, and basic familiarity with Python. But the background can be supplemented by almost self-contained materials, as well as by numerous exercise problems intended for elaborating on non-trivial concepts. In addition, Part III for data science applications should provide motivation and insights to students and even professional scientists who are interested in the field.

Vis mere
Product detaljer
Sprog:
Engelsk
Sider:
283
ISBN-13:
9789811980077
Indbinding:
Hardback
Udgave:
ISBN-10:
9811980071
Kategori:
Udg. Dato:
14 jun 2023
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Verlag, Singapore
Oplagsdato:
14 jun 2023
Forfatter(e):
Books from the same author
Changho Suh Communication Principles for Data Science
Communication Principles for Data Science
Changho Suh
526 kr
Kategori sammenhænge