LISP Lisp Function Programming for the First Time reading notes
A Textbook of the LISP Language as an Explanation of Functional Programming
推論技術:inference Technology
LISP 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.)
推論技術:inference Technology Making Logic Part 4 – Logic is Interesting from Here Non-Classical Logic Reading Notes
Fundamentals of logic (non-classical logic, multi-valued logic, intuitionistic logic, and haphazard logic) in mathematical logic used for reasoning mechanisms in artificial intelligence tasks.
推論技術:inference Technology Creating Logic, Part 3 – Another Look at Logic Reading Notes
Foundations of logic (deductive reasoning, syntax and semantics) in mathematical logic used for reasoning mechanisms in artificial intelligence tasks.
Symbolic Logic Creating Logic, Part 2: Expanding Logic Reading Notes
Fundamentals of logic (predicate logic and tableau, PPL, IPL) in mathematical logic utilized for reasoning mechanisms in artificial intelligence tasks.
推論技術:inference Technology Protected: Statistics as a post-modern science
Mathematical statistics and probabilistic statistical methods used in digital transformation and artificial intelligence tasks, and considerations for inference and machine learning
python Introduction to Optimization Problems Combining Cone Optimization, Integer Optimization, and Network Models Problem Solving with Python Series
Overview of optimization techniques in machine learning using python for digital transformation (DX) and artificial intelligence (AI) tasks.
python An introduction to statistical modeling through Python implementation
An overview of machine learning theory using probability for digital transformation and artificial intelligence tasks and its implementation using python
推論技術:inference Technology Protected: Model the living word(Probabilistic Modeling of Natural Language)
Probabilistic models of natural language (Hierarchical Bayes, Topic Models, LDA) for artificial intelligence (AI), natural language processing, and digital transformation (DX)
推論技術:inference Technology Protected: From Global Models to Local Models State Space Models and Simulation
Simulation interpretation using general state space models and particle filters, one of the probability generation models used in digital transformation and artificial intelligence tasks.