digital transformation

Protected: Differences between hidden Markov models and state-space models and parameter estimation for state-space models

Differences between state-space models, Bayesian models, and hidden Markov models used in digital transformation, artificial intelligence, and machine learning tasks, and parameter estimation for state-space models

2022.05.21

IOT技術:IOT TechnologyStream Data Processingアルゴリズム:Algorithmsグラフ理論微分積分:Calculus推論技術:inference Technology時系列データ解析最適化:Optimization機械学習:Machine Learning異常検知・変化検知確率・統計:Probability and Statistics

Protected: Regression Analysis with Support Vector Machines (1)Approach to linear regression problems

Regression problems with linear functions using dual problems with Lagrangian functions with support vector machines utilized in digital transformation, artificial intelligence, and machine learning tasks

2022.05.20

微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics自然言語処理:Natural Language Processing

Protected: Application of Support Vector Machines to Multi-Class Classification

Extension to multi-class classification of support vector machines utilized in digital transformation, artificial intelligence , and machine learning tasks (one-to-other, one-to-one, multi-class classification with two-class classification combinations using error correcting output codes and direct multi-class classification)

2022.05.19

Uncategorized

Protected: Time series data analysis (2) Filtering Sequential estimation of state and seasonal adjustment model

Prediction of time series using state-space models of time series data utilized in digital transformation, artificial intelligence, and machine learning; interpolation, parameter estimation, and analysis of store sales using component decomposition and standard seasonal adjustment models.

2022.05.18

IOT技術:IOT TechnologyStream Data Processing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

Protected: React practice starting with the basics of modern Javascript – React Basics (1) Basics with JSX and how to use components.

The basics of using JSX and its components as the foundation of React, a front-end technology used for digital transformation, artificial intelligence, and machine learning tasks

2022.05.17

CSSjavascriptweb技術:web technology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: Introduction to Amazon Web Services Networking (4) Connecting and Checking Instances to the Internet

Configuration of public IPs to EC2 instances and Internet gateways in building AWS cloud services for use in digital transformation, artificial intelligence, and machine learning tasks, and verification via SSH

2022.05.16

IOT技術:IOT Technologyweb技術:web technologyデータベース技術:DataBase Technology非同期/並行処理:Asynchronous/parallel processing

Protected: Time Series Data Analysis (1) – State Space Model

Overview of various state-space models linear and Gaussian state-space models, AR models, autoregressive and moving average ARMA models, component decomposition models, and time-varying coefficient models) for time series data analysis used in digital transformation, artificial intelligence, and machine learning tasks

2022.05.13

Stream Data Processingアルゴリズム:Algorithmsオンライン学習時系列データ解析最適化:Optimization機械学習:Machine Learning異常検知・変化検知線形代数:Linear Algebra

Protected: Structural regularization learning using submodular optimization (2) Structural sparsity obtained from submodular functions

Structural regularization learning (coupled Lasso and Lovász extensions) by structural sparsity obtained from submodular functions in submodular optimization, an optimization method for discrete information used in digital transformation, artificial intelligence, and machine learning tasks.

2022.05.11

アルゴリズム:Algorithmsグラフ理論スパースモデリング微分積分:Calculus数理論理学:Mathematical logic最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics関係データ学習

Protected: Introduction to Amazon Web Services Networking (3) Overview and Deployment of EC2 Instances

Overview of EC2 and procedures for launching AWS cloud services for digital transformation, artificial intelligence, and machine learning tasks

2022.05.10

web技術:web technologyデータベース技術:DataBase Technology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: Web page development using Laravel (5) Application architecture

Overview of application architecture (MVC, ADR) in Laravel, a web application framework in PHP used for digital transformation , artificial intelligence and machine learning tasks

2022.05.09

PHPweb技術:web technologyデータベース技術:DataBase Technology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