機械学習:Machine Learning

Protected: Analysis of Time Series Data (1) Introduction

Overview of time series data analysis methods based on probability models used in digital trasformation (DX), artificial intelligence (AI), and machine learning (ML).

2021.07.24

機械学習:Machine Learning確率・統計:Probability and Statistics

Machine learning and system architecture for data streams (time series data)

Machine learning and system architecture for data streams (time series data) used for cross-fusion of digital transformation (DX), artificial intelligence (AI), machine learning (ML), and IOT

2021.07.23

IOT技術:IOT TechnologyStream Data Processing推論技術:inference Technology検索技術:Search Technology機械学習:Machine Learning

Probabilistic approaches in machine learning

Probabilistic Generative Models Used in Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML)

2021.07.22

ベイズ推定微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics

Protected: Explainable Machine Learning (6) Interpretable Model (RuleFit)

Overview of interpretable models using RuleFit, explainable machine learning used in digital transformation (DX), artificial intelligence (AI), and machine learning (ML) (about RuleFit, a model generated by Lasso and ensemble learning)

2021.07.22

機械学習:Machine Learning

Algorithms and Data Structures

The algorithms that form the basis of all computer programming, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)

2021.07.21

アルゴリズム:Algorithms探索アルゴリズム機械学習:Machine Learning

Protected: Explainable Machine Learning (5) Interpretable Models (Decision Rules)

Explainable Machine Learning that can be used in Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML). Overview of interpretable models with decision rules (OneR, Sequential Covering, Bayesian Rule List).

2021.07.21

機械学習:Machine Learning

Protected: Explainable Machine Learning (4) Interpretable Models (Decision Trees)

Explainable machine learning techniques for digital transformation (DX), artificial intelligence (AI), machine learning (ML) applications, and interpretable models using decision trees (CART, etc.)

2021.07.20

機械学習:Machine Learning

Protected: Explainable machine learning (3) Interpretable models (GLM, GAM)

Digital Transformation (DX), Artificial Intelligence (AI), Explainable Machine Learning for Machine Learning (ML) Applications, Generalized Linear Models, GLM, Generalized Additive Models, GAM

2021.07.19

機械学習:Machine Learning

Protected: Explainable artificial intelligence (2) Interpretable models (logistic regression model)

Explain machine learning and logistic regression for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) applications.

2021.07.16

機械学習:Machine Learning

Protected: Explainable machine learning (1) Interpretable models (linear regression model)

Linear Regression Model as Explainable Machine Learning for Digital Transformation (DX), Artificial Intelligence (AI) and Machine Learning (ML)

2021.07.16

機械学習:Machine Learning