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Understanding Information Theory: From Zip Files to Quantum Physics: A Beginner's Guide to Kolmogorov Complexity
$18.56
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- Understand the fundamental concepts of Kolmogorov complexity, a measure of the randomness and compressibility of data.
- Explore the theoretical foundations of Kolmogorov complexity, including its relationship to information theory and algorithmic randomness.
- Learn about the practical applications of Kolmogorov complexity in fields such as machine learning, data compression, and cryptography.
- Discover the historical development of Kolmogorov complexity and its impact on computer science and mathematics.
- Gain insights into the open problems and future directions of research in Kolmogorov complexity.
- Develop a strong foundation in the theory and applications of Kolmogorov complexity.
- Enhance your understanding of information theory, algorithmic randomness, and the nature of computation.
- Become equipped to apply Kolmogorov complexity to solve real-world problems in various domains.
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