mathematics

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.
アート:Art

Generative Art, Programs and Algorithms

Generative Art and Programs and Algorithms (clojurescript, javascript, compilation, quil templates, python mode, java mode, processing, ArtBlock, blockchain, curation, ken rilando, autopoiesis, robots, teamlab, algorithms, art, Clojure/Conj, complex systems, information theory, mathematics)
python

Protected: Mathematical Elements in Neural Networks(1) – Manipulating Tensors with numpy, etc.

Mathematical aspects of tensor manipulation using Numpy and others as a basis for performing deep learning used in digital transformation and artificial intelligence tasks.
Symbolic Logic

Creating Logic, Part I: Beginning Logic Reading Notes

A textbook of logic for artificial intelligence and basic mathematics (from propositional logic to predicate logic, and then semantics and multi-valued logic, intuitionistic logic)
Symbolic Logic

Mathematics in Machine Learning

On the mathematics underlying all computer programming and algorithms, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)
最適化:Optimization

Protected: Continuous Optimization in Machine Learning – Overview

Explanation of the mathematical theory underlying optimization algorithms for machine learning.
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