課題解決:Problem solving Scientific Thinking (1) What is science?
The elements necessary for scientific thinking. What is science, theories/hypotheses and predictions, and who explains them.
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Deux Ex Machina
課題解決:Problem solving アルゴリズム:Algorithms Explainable Machine Learning
In the first half of Molnar's paper on Explainable Artificial Intelligence, he outlines that explanations can be intrinsic or post-hoc, and in the latter approach, an algorithm is used to construct an explanation from input-output pairs. A good explanation is one that can be compared with counterexamples.
セマンテックウェブ技術:Semantic web Technology Semantic Web Technology Handbook
Overview of Semantic Web technologies that improve data interoperability used in Digital Transformation (DX), Artificial Intelligence (AI), Machine Learning (ML), RDF, SPARQL, Ontolgy and specific applications.
セマンテックウェブ技術:Semantic web Technology RDF Store and SPARQL Overview and Action
Semantic Web technologies used in digital transformation (DX), artificial intelligence (AI), and machine learning (ML), an overview of RDF stores and SPARQL, an introduction to RDF data stores and a simple explanation of SPARQL, and an actual database using BlazeGraph. Handling
セマンテックウェブ技術:Semantic web Technology RDF Technology Overview
Overview of RDF used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML), data model and data structure (RDF/XML, N-Triple, Notation3, TTL, JASON-LD) and extension of RDF data to time axis (use of namespace, N-Triple) namespace, N-Triple)
セマンテックウェブ技術:Semantic web Technology The Semantic Web for Ontology Engineers
Explanation and methods of RDF, OWL, RDFS, etc. for ontology creation
セマンテックウェブ技術:Semantic web Technology Ontology Technologies
Application of ontology technology to digital transformation (DX), artificial intelligence (AI), and machine learning (ML). Philosophical ontology, information engineering ontology, application to knowledge information and reasoning (expert systems), application to semantic web technology, application to requirements definition tools, application to enterprise information management.
セマンテックウェブ技術:Semantic web Technology Semantic Web Technology Reference
A prescription for building enterprise systems using Semantic Web technologies for digital transformation (DX), artificial intelligence (AI), and machine learning (ML), including concepts, technology overview, steps for building systems, and future prospects.
セマンテックウェブ技術:Semantic web Technology LOD (1) sharing data on web
Linked Open Data as data sharing on the web for digital transformation (DX), artificial intelligence (AI) and machine learning (ML), and its application to DX.
ICT技術:ICT Technology Linux Overview
History and overview of Linux OS, various distributions, CentOS, Ubuntu, Redhat, Fedora, Debian