overview

Protected: Overview of model-based approach to reinforcement learning and its implementation in python

Overview of reinforcement learning with model-based approaches used for digital transformation, artificial intelligence, and machine learning tasks and its implementation in python Bellman Equation, Value Iteration, Policy Iteration

2022.10.14

pythonアルゴリズム:Algorithmsオンライン学習強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Overview and installation of nginx server

Overview and installation of nginx servers used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks

2022.10.07

web技術:web technology

Protected: Overviews of reinforcement learning and implementation of a simple MDP model

Overview of reinforcement learning used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks and implementation of a simple MDP model in python

2022.09.30

アルゴリズム:Algorithms強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

BotMan, a production-oriented chatbot system using PHP/Laravel

Overview of open source chatbot systems used for digital transformation, artificial intelligence, and machine learning tasks and implementation of BotMan, a production-oriented chatbot system using PHP/Laravel

2022.09.21

javascriptエキスパートシステム:expertsystemチャットボットマルチエージェントシステムユーザーインターフェース/データビジュアライゼーション

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

2022.09.16

アルゴリズム:Algorithmsバンディッド問題強化学習機械学習:Machine Learning深層学習:Deep Learning

Protected: Stochastic Generative Models and Gaussian Processes(2)Maximum Likelihood and Bayesian Estimation

Maximum Likelihood and Bayesian Estimation Overview for Probabilistic Generative Models and Gaussian Process Fundamentals Used in Digital Transformation, Artificial Intelligence, and Machine Learning Tasks

2022.08.29

アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

About WoT (Web of Things) technology

Overview and challenges of the Web of Things WoT, an extension of IoT technology used for digital transformation, artificial intelligence, and machine learning tasks

2022.08.12

IOT技術:IOT TechnologyStream Data Processingweb技術:web technologyセマンテックウェブ技術:Semantic web Technology

Protected: Variational Bayesian Learning Framework and Algorithms

Overview of variational Bayesian learning and algorithms (variational Bayesian learning, empirical variational Bayesian learning) for approximate computation of complex models in stochastic generative models used in digital transformation, artificial intelligence, and machine learning tasks.

2022.07.27

アルゴリズム:Algorithms推論技術:inference Technology機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Sequential learning using SVM

Overview of algorithms for sequential learning by adding/removing training examples using SVMs in support vector machines utilized for digital transformation, artificial intelligence, and machine learning tasks.

2022.07.22

Stream Data Processingアルゴリズム:Algorithmsオンライン学習微分積分:Calculus時系列データ解析最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Overview and installation of CentOS8

Overview and installation of CentOS, an open source operating system that is functionally compatible with RedHat, a commercial Linux ICT infrastructure used for digital transformation , artificial intelligence, and machine learning tasks

2022.07.18

ICT技術:ICT Technologyweb技術:web technology