Takuma Kimura

Organizational Behavior 1-1-3 Practical Applications of Organizational Behavior

Data Science for Everyone 8-2: Two Sample t-test

Data Science for Everyone 10-3 Predictive Analytics: Performance Metrics of Regression Models

Data Science for Everyone 5-3 Data Transformation

Data Science for Everyone 9-4 Multiple Regression Analysis

Organizational Behavior 2-1 Personality: Overview

Myers-Briggs Type Indicator (MBTI): Organizational Behavior 2. Personality-1

Data Science for Everyone 10-4 Predictive Analytics: R-Squared

Data Science for Everyone 5-1 Data Cleaning

Data Science for Everyone 11-2 Classification: Logistic Regression

Data Science for Everyone 9-1 Correlation Analysis

Data Science for Everyone 10-2 Predictive Analytics by Linear Regression

Data Science for Everyone 11-5 Evaluation of Classification Performance 1

What is DIKW pyramid?

Organizational Behavior 1-2-6 Contingency Theory

Data Science for Everyone 8-3: Chi-Squared Test

Data Cleaning (17/32) Robust Z-score & Winsorization: Advanced Univariate Outlier Detection 2

Data Science for Everyone 8-1 Hypothesis testing by t-test

Data Science for Everyone 11-6 Evaluation of Classification Performance 2

Data Science for Everyone 7-4 Diagnostic Analytcs Part 4: Hypothesis Testing

Data Science for Everyone 7-5 Diagnostic Analytcs Part 4: Hypothesis Testing (2)

Data Science for Everyone 10-1 Types of Machine Learning

Data Science for Everyone 11-3 Classification: Decision Tree

Data Science for Everyone 7-2 Diagnostic Analytics Part 2: Probability Distribution

Data Science for Everyone 9-2 Regression Analysis

Data Science for Everyone 11-1 What is Classification?

Data Science for Everyone 6-5 Data Visualization for Higher Dimensions

Data Science for Everyone 9-3 Hypothesis Testing by Correlation & Regression

Organizational Behavior 1-1-3 Practical Applications of Organizational Behavior

Data Science for Everyone 6-3 Data Visualization for Univariate Analysis Part 3

Data Science for Everyone 6-2 Data Visualization for Univariate Analysis Part 2

Organizational Behavior 1-2-5 Systems Theory

Organizational Behavior 1-3 Interdisciplinary Nature of Organizational Behavior

Data Science for Everyone 5-4 Data Reduction

Data Cleaning (8/32) KNN Imputation (Missing Data Imputation Part 2)

Data Science for Everyone 7-3 Law of Large Numbers and Central Limit Theorem

Data Science for Everyone 11-4 Ensemble Learning

Data Cleaning (12/32) Mutiple Imputation by Python: Missing Data Imputation

Data Science for Everyone 7-1 Diagnostic Analytics Part 1: Statistical Hypothesis Testing