web技術:web technology REST API for Microservices Overview
REST API and RESTful services, key elemental technologies of microservices used for digital transformation and artificial intelligence tasks
digital transformation
web技術:web technology アルゴリズム:Algorithms Protected: Overview and history of the banded problem and its relationship to reinforcement learning/online learning
Overview and history of bandit problems utilized in digital transformation, artificial intelligence, and machine learning tasks and their relationship to reinforcement learning online learning
アルゴリズム:Algorithms Protected: Application of Variational Bayesian Algorithm to Mixed Gaussian Distribution Models
Application of variational Bayesian algorithms to mixed Gaussian distribution models for the computation of stochastic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks (Dirichlet distribution, isotropic Gaussian distribution, free energy calculation)
アルゴリズム:Algorithms Protected: Specific examples of graphical models
Computation of specific graphical models such as Boltzmann Machines, Mean Field Approximation, Bethe Approximation, Hidden Markov Models, Bayesian Hidden Markov Models, etc. as probabilistic generative models utilized in digital transformation, artificial intelligence and machine learning tasks.
アルゴリズム:Algorithms Protected: Nonparametric Bayesian Applications to Factor Analysis and Sparse Modeling
Nonparametric Bayesian models, one of the applications of probabilistic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks, for factor analysis and sparse modeling (infinite latent feature model, beta-Bernoulli distribution model, Indian cuisine buffet process, binary matrix generation process)
アルゴリズム:Algorithms Protected: Stochastic Generative Models and Gaussian Processes(3) Representation of Probability Distributions
Stochastic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks and representation of probability distributions in samples as a basis for Gaussian processes ,weighted sampling, kernel density estimation, distribution estimation using neural nets
Clojure Implementation of a Bayesian optimization tool using Clojure
Introduction of Clojure implementation of Bayesian optimization tool, a (hyperparameter) optimization tool used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks, and opimx, an optimization comparison tool in R.
Clojure Chatbot implementation using Clojure and Javascript and integration of AI functionality
Building a chatbot framework in Clojure and Javascript for use in digital transformation , artificial intelligence , and machine learning tasks and integrating various AI functions natural language processing, SVM, BERT, Transformer, Knowledge Graph, database, expert systems
Clojure Statistical learning by linking Clojure and R
Use of R with Clojure, a statistical machine learning library used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks (Clojisr, Rojure, Rincanter, Huri, clj-iri, graalvm-interop, gg4clj, FastR, Rserve, Java)
アルゴリズム:Algorithms Protected: Meta-analysis in Medical Research Methods of Evidence Integration in Scientific Evidence-Based Medicine
Evidence integration in meta-analysis in science-based medicine as statistical data processing in digital transformation, artificial intelligence, and machine learning tasks method of moments, maximum likelihood, large sample theory, DerSimonian an Laird estimation, publication bias, network meta-analysis