Career Advancement Programme in Information Theory and Coding Shannon's Theorem
-- viewing nowThe Career Advancement Programme in Information Theory and Coding, focusing on Shannon's Theorem, is a certificate course designed to empower learners with essential skills for career growth in the data-driven industry. This programme delves into the fundamental principles of information theory, established by Claude Shannon, and coding techniques that have become crucial in the era of big data.
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Course details
• Introduction to Information Theory and Coding
• Historical Background: Claude Shannon and his Theorem
• Measures of Information: Entropy and Mutual Information
• Data Compression: Huffman Coding and Lempel-Ziv Coding
• Channel Capacity and Shannon's Theorem
• Error Detection and Correction Codes: Cyclic Redundancy Check and Hamming Code
• Channel Coding Theorem: Probability of Error and Coding Gain
• Source Coding Theorem: Efficiency and Redundancy
• Information Theory Applications in Telecommunications and Data Storage
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