Good book on entropy and information theory

Click For Summary
SUMMARY

The forum discussion centers on recommendations for books on entropy and information theory. A specific title, "An Introduction to Information Theory: Symbols, Signals and Noise" by Pierce, is highlighted as a suitable resource that explains these concepts intuitively rather than focusing solely on the mathematical aspects. The user expresses a desire for clarity in understanding the principles of entropy, indicating a solid mathematical background but a need for better organization of knowledge.

PREREQUISITES
  • Understanding of basic entropy concepts
  • Familiarity with information theory fundamentals
  • Strong mathematical background
  • Interest in intuitive learning methods
NEXT STEPS
  • Read "An Introduction to Information Theory: Symbols, Signals and Noise" by Pierce
  • Explore additional resources on intuitive explanations of entropy
  • Research applications of information theory in data science
  • Investigate advanced texts on mathematical foundations of entropy
USEFUL FOR

Students, educators, and professionals in mathematics, computer science, and data science who seek to deepen their understanding of entropy and information theory through intuitive learning resources.

Bassalisk
Messages
946
Reaction score
2
Hello,

I would like someone to suggest me a good book on entropy and information theory.

I need something that explains these subjects intuitively, rather than all mathematics.

I have fairly strong knowledge of mathematics behind entropy, but all is kind of scrambled what is what.

Thanks
 
Physics news on Phys.org
"An Introduction to Information Theory: Symbols, Signals and Noise" by Pierce
 
Thank you kind sir, will definitely try to find it at my college.
 

Similar threads

Graduate How Does Unequal Probability Affect Entropy Calculation in Information Theory?
  • · Replies 3 ·
Replies
3
Views
2K
Other What are some good books for learning Galois Theory?
  • · Replies 36 ·
2
Replies
36
Views
5K
High School Question about the Entropy of a Black Hole Singularity
  • · Replies 17 ·
Replies
17
Views
4K
Computer Communication Theory & Information Theory - A name change?
  • · Replies 3 ·
Replies
3
Views
2K
High School Is Entropy Truly Undefined in Physical Systems?
  • · Replies 3 ·
Replies
3
Views
1K
Other What are some good resources for learning about information theory?
  • · Replies 10 ·
Replies
10
Views
3K
Graduate On the origin and the evolution of information in the Universe
  • · Replies 1 ·
Replies
1
Views
3K
Undergrad System to represent objects in Mathematics
  • · Replies 38 ·
2
Replies
38
Views
4K
Graduate Could the Laws of Physics Be Proportional to Entropy?
  • · Replies 5 ·
Replies
5
Views
1K
Undergrad String theory calculation of Extremal black hole entropy problem
  • · Replies 3 ·
Replies
3
Views
3K