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Qingyun Pei

Kean University · Summer STEAM Instructor

Turning data into evidence, and evidence into better decisions.

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#information theory

Content tagged with "information theory"

The Bandwagon of Information Theory
1956-10-01 IRE National Convention, New York
#Information Theory #Philosophy #History

A cautionary talk about the spread and misuse of information theory outside its proper domain. Famous for warning against overapplication.

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Implementing Information Theory in Python
1956-06-01 Claude Shannon
#Information Theory #Python #Programming #Compression

A practical guide to implementing entropy calculation and data compression using Python.

Information Theory and Machine Learning
1956-03-01 Claude Shannon
#Information Theory #Machine Learning #AI #Theory

Exploring the connections between information theory and the emerging field of machine learning. Published in the IRE Transactions.

Information Theory and Biology
1953-04-01 Claude Shannon
#Information Theory #Biology #Genetics #Bioinformatics

Exploring the application of information theory to biological systems and genetics, pioneering the field of bioinformatics.

A Mathematical Theory of Communication
1948-07-01 Claude Shannon
#Information Theory #Mathematics #Communications

The seminal paper that established information theory as a new field of study. Introduced the concept of entropy and channel capacity.

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