Scientific Thinking (1) What is science?
The elements necessary for scientific thinking. What is science, theories/hypotheses and predictions, and who explains them.
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.
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.
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
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)
The Semantic Web for Ontology Engineers
Explanation and methods of RDF, OWL, RDFS, etc. for ontology creation
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.
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.
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.
Linux Overview
History and overview of Linux OS, various distributions, CentOS, Ubuntu, Redhat, Fedora, Debian