Artificial Intelligence Technology

ICT技術:ICT Technology

Theory, Mathematics and Algorithms for Artificial Intelligence Technology

Theory and basic algorithms of artificial intelligence techniques (metaheuristics, graph algorithms, dynamic programming, sphere theory, logic, mathematics) used in digital transformation, artificial intelligence and machine learning tasks.
ICT技術:ICT Technology

Artificial Intelligence Technology

Artificial Intelligence technologies used for Digital Transformation (DX), Artificial Intelligence (AI) and Machine Learning (ML) tasks
情報理論/計算理論

Overview of Shannon’s Information Theory and Reference Books

An Introduction to Shannon's Information Theory as a Basis for Artificial Intelligence Technology
アルゴリズム:Algorithms

Turing’s Theory of Computation Overview and Reference Books and Neural Turing Machines

An introduction to Turing's theory of computation, the basic computer theory on which artificial intelligence technology is based.
LISP

Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp Reading Memo

Explanation of basic ideas of various artificial intelligence techniques using LISP (GPS, ELIZA, SUDENT, symbol processing systems, natural language processing systems, Prolog, expert systems, etc.)
機械学習:Machine Learning

Deep Learning Technologies

Deep learning technology, one of the breakthroughs in artificial intelligence technology and machine learning technology
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