DX

Symbolic Logic

Protected: Application of causal effect estimation – Causal and adjustment effects of commercial contact

Specific applications of statistical causal inference used in digital transformation, artificial intelligence, and machine learning tasks (causal and adjusted effects of CM contact using average treatment effect ATE and average treatment effect ATT in treatment groups)
2022.04.06
Symbolic Logicグラフ理論推論技術:inference Technology数理論理学最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics関係データ学習
Clojure

Protected: React practice starting with the basics of modern Javascript – DOM manipulation in Javascript

Review of Javascript DOM manipulation for understanding modern Javascript and React for digital transformation and artificial intelligence tasks
2022.04.05
ClojureCSSjavascriptweb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
CSS

Protected: React practice starting with the basics of modern Javascript – Modern Javascript features (2)

Modern Javascript (spread syntax, object abbreviation notation, map, filter, ternary operators, logical operators) used in React and other applications for digital transformation and artificial intelligence tasks
2022.04.04
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
CSS

Protected: React practice starting with the basics of modern Javascript – Modern Javascript features (1)

Front-end technologies for digital transformation and artificial intelligence tasks, functional overview of modern Javascript (variables, functions, split assignments)
2022.04.01
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
Symbolic Logic

Protected: Basics of Statistical Causal Effects (2)Methods Using Regression Models and Matching and Stratified Analysis

Regression modeling methods for statistical causal inference utilized in digital transformation, artificial intelligence, and machine learning tasks; causal effect estimation using matching and stratified analysis methods
2022.03.30
Symbolic Logicグラフ理論推論技術:inference Technology数理論理学最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics
Symbolic Logic

Protected: Basics of Statistical Causal Effects (1)Definition of Causal Effects Based on the Rubin Effect Model

Definition of causal effects and estimation of statistical causal effects (ATT, ATU, ATE) based on the Rubin effect model used for digital transformation, artificial intelligence and machine learning tasks
2022.03.29
Symbolic Logicグラフ理論推論技術:inference Technology数理論理学最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics
CSS

Protected: Bootstrap5 Front-end Development Textbook – Introduction and Introduction to Bootstrap

Overview of Bootstrap5, a flexible front-end framework used for digital transformation and artificial intelligence tasks (fluid grids, fluid images, media queries, grid systems) and its actual implementation
2022.03.28
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
javascript

Protected: React Practice Starting with Modern Javascript Basics – What is Modern Javascript ?

Modern Javascript fundamentals for React practices used for digital transformation , artificial intelligence and machine learning tasks virtual DOM, package manager, ES2015 and later, modular handlers, transpilers, SPA
2022.03.24
javascriptweb技術:web technologyセマンテックウェブ技術:Semantic 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非同期/並行処理:Asynchronous/parallel processing
Symbolic Logic

Protected: Correlation, Causation and Relational Structure (2) Backdoor Criteria

Actual backdoor criteria for narrowing down variables to observe intervention effects in causal inference for digital transformation , artificial intelligence, and machine learning tasks
2022.03.23
Symbolic Logicグラフ理論ベイズ推定推論技術:inference Technology数理論理学最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics
Symbolic Logic

Protected: Discrepancy between correlation (regression coefficient) and causation (intervention effect)

Differences between regression coefficients and intervention effect values for digital transformation, artificial intelligence , and machine learning tasks.
2022.03.22
Symbolic Logicグラフ理論推論技術:inference Technology数理論理学最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics関係データ学習
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