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
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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
旅 On the Road -Geibi no Michi
Ryotaro Shiba's Road to Geibi (Aki, Bingo, Hiroshima, Jodo Shinshu, Mori Motonaga, Amago Tsunehisa, Ouchi, Yoshida Town, Miyoshi, Kofun, Izumo, Hiroshima Prefecture)
仏教:Buddhism The Power of Pure Land Buddhism and Amitabha Buddha, which introduced the concept of parallel worlds
Pure Land Buddhism (Honen, Jodo-shu, Shinran, Jodo Shinshu), which introduced the concept of a parallel world (Buddhist land) to existing Mahayana Buddhism (Hannya Sutra, Lotus Sutra) and the power of Amida Buddha (Muryotsu Sutra, Kanmyoju Sutra, Amida Sutra)
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 Protected: Implementation of a simple anomaly detection algorithm using Clojure
Implementation of simple anomaly detection algorithms (establishment density functions; PDF-based models) using Clojure for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks