Understanding AI through Algorithmic Information Theory
By thoroughly examining the algorithmic foundations of information, this course offers insights into the nature of creativity, learning, and intelligence.
Description for Understanding AI through Algorithmic Information Theory
Algorithmic Information Theory: Acquire the ability to quantify information through compression and contrast it with classical information theory.
Language Detection and Meaning: Investigate novel algorithms that employ semantic similarity to detect languages and quantify their similarity.
Probabilistic and Algorithmic Foundations: Investigate the relationship between algorithmic complexity, randomness, and probability.
AI Limitations and Optimization: Investigate techniques for optimal hypothesis formation and anomaly detection, as defined by G�del's theorem, and comprehend the inherent limitations of AI.
Level: Advanced
Certification Degree: Yes
Languages the Course is Available: 1
Offered by: On edX provided by IMTx
Duration: 4�8 hours per week approx 5 weeks
Schedule: Flexible
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