- Видео 76
- Просмотров 6 103
Takuma Kimura
Япония
Добавлен 9 фев 2014
Welcome to this channel, where you can access high-quality lectures on Data Science and Organizational Behavior taught by Dr. Takuma Kimura, a internationally recognized professor. Dr. Kimura, a professional researcher with a wealth of experience, covers various topics suitable for beginners and advanced learners.
Lectures in this channel include subjects such as Statistics, Machine Learning, Artificial intelligence, Psychometrics, Organizational Behavior Theory, and essential soft skills for effectively leveraging analytical skills and theoretical knowledge.
Our content is academic and comprehensive, based on courses offered at universities and graduate schools. Join us to enhance your knowledge with expert-led lectures that bring you the latest insights and practical skills in Organizational Behavior and Data Science. Subscribe now and start learning from one of the best in the field!
Lectures in this channel include subjects such as Statistics, Machine Learning, Artificial intelligence, Psychometrics, Organizational Behavior Theory, and essential soft skills for effectively leveraging analytical skills and theoretical knowledge.
Our content is academic and comprehensive, based on courses offered at universities and graduate schools. Join us to enhance your knowledge with expert-led lectures that bring you the latest insights and practical skills in Organizational Behavior and Data Science. Subscribe now and start learning from one of the best in the field!
Data Science for Everyone 9-2 Regression Analysis
#regression #hypothesistesting #diagnosticanalytics #datascience
#statistics #datascienceforbeginners
As with correlation analysis, regression analysis is used to reveal the association between variables. They look alike but are different. This lecture explains what regression analysis is, and the difference between regression and correlation.
Previous: ruclips.net/video/WJCnsh_w5k4/видео.html
Next: Coming Soon
Playlist: ruclips.net/p/PLnccJ9vccaGn0BqgdEbjrUSbidCIHt8o2
This course is targeted for managers who are not data scientist but need to manage data analytic projects. This is also targeted for managers who want to introduce data-driven management. So, the knowledge provided in this cour...
#statistics #datascienceforbeginners
As with correlation analysis, regression analysis is used to reveal the association between variables. They look alike but are different. This lecture explains what regression analysis is, and the difference between regression and correlation.
Previous: ruclips.net/video/WJCnsh_w5k4/видео.html
Next: Coming Soon
Playlist: ruclips.net/p/PLnccJ9vccaGn0BqgdEbjrUSbidCIHt8o2
This course is targeted for managers who are not data scientist but need to manage data analytic projects. This is also targeted for managers who want to introduce data-driven management. So, the knowledge provided in this cour...
Просмотров: 2
Видео
Data Science for Everyone 9-1 Correlation Analysis
Просмотров 84 часа назад
#correlation #hypothesistesting #diagnosticanalytics #datascience #statistics This section covers correlation analysis. It examines a linear relationship between two numerical variables. Previous: ruclips.net/video/65NpNnC8-v0/видео.html Next: ruclips.net/video/ibhq3GpGKIE/видео.html Playlist: ruclips.net/p/PLnccJ9vccaGn0BqgdEbjrUSbidCIHt8o2 This course is targeted for managers who are not data...
Data Science for Everyone 8-3: Chi-Squared Test
Просмотров 177 часов назад
#hypothesistesting #chi-squaretest #chisquaretest #goddnessoffittest #datascience #statistics This section covers Chi-square test, which is used for the goodness-of-fit test where we examine whether the sample is representative of the population. Chi-square test is also used to test statistical independence between two groups. Previous: ruclips.net/video/x8kImkvDYnU/видео.html Next: ruclips.net...
Data Science for Everyone 8-2: Two Sample t-test
Просмотров 99 часов назад
#hypothesistesting #ttest #teststatictics #datascience #statistics #statisticalsignificance This section covers two-sample t-test, a method to test whether the population means of two groups are equal or not. We need to use different methods depending on whether the groups are dependent or independent. Previous: ruclips.net/video/cO9FyUtvAvI/видео.html Next: ruclips.net/video/65NpNnC8-v0/видео....
Data Science for Everyone 8-1 Hypothesis testing by t-test
Просмотров 6312 часов назад
#hypothesistesting #ttest #teststatictics #datascience #statistics #statisticalsignificance This chapter covers popular methods for hypothesis testing. This section focuses on t-test. Previous: ruclips.net/video/9ogDa8yFHhQ/видео.html Next: ruclips.net/video/x8kImkvDYnU/видео.html Playlist: ruclips.net/p/PLnccJ9vccaGn0BqgdEbjrUSbidCIHt8o2 This course is targeted for managers who are not data sc...
Data Science for Everyone 7-5 Diagnostic Analytcs Part 4: Hypothesis Testing (2)
Просмотров 3014 часов назад
#hypothesistesting #p-value #teststatictics #datascience #statistics #statisticalsignificance This section explicates the concrete process of statistical hypothesis testing, In this video, I will explain one-tailed test and two-tailed test, in detail. Previous: ruclips.net/video/9YYxXOtAq_w/видео.html Next: ruclips.net/video/cO9FyUtvAvI/видео.html Playlist: ruclips.net/p/PLnccJ9vccaGn0BqgdEbjr...
Data Science for Everyone 7-4 Diagnostic Analytcs Part 4: Hypothesis Testing
Просмотров 2019 часов назад
#hypothesistesting #p-value #teststatictics #datascience #statistics #statisticalsignificance This section explicates the concrete process of statistical hypothesis testing, and important concepts ralated to hypothesis testing: p-value, test statictics, statistical significance, significance level, etc. Previous: ruclips.net/video/goEWKnYipJ4/видео.html Next: ruclips.net/video/9ogDa8yFHhQ/видео...
Data Science for Everyone 7-3 Law of Large Numbers and Central Limit Theorem
Просмотров 86День назад
#lawoflargenumbers #centrallimittheorem #datascience This section covers very important law and theorem to understand statistical hypothesis testing: Law of large numbers, and central limit theorem. Previous: ruclips.net/video/ME12faJV-Ww/видео.html Next: ruclips.net/video/9YYxXOtAq_w/видео.html Playlist: ruclips.net/p/PLnccJ9vccaGn0BqgdEbjrUSbidCIHt8o2 This course is targeted for managers who ...
Data Science for Everyone 7-2 Diagnostic Analytics Part 2: Probability Distribution
Просмотров 123День назад
#datascience #diagnosticanalytics #probabilitydistribution #normaldistribution This section covers what a probability distribution is, and what a normal distribution is. Knowledge of probability distribution and normal distribution is essential for understanding statistical hypothesis testing. Previous: ruclips.net/video/ME12faJV-Ww/видео.html Next: ruclips.net/video/goEWKnYipJ4/видео.html Play...
Data Science for Everyone 7-1 Diagnostic Analytics Part 1: Statistical Hypothesis Testing
Просмотров 5814 дней назад
#datascience #diagnosticanalytics #hypothesistesting #inferentialstatistics The main goal of diagnostic analytics is identify the cause, causal relationships, and correlationships. In diagnostic analytics, we can use statistical hypothesis testing, a central part of inferential statistics. Previous: ruclips.net/video/B3m-x7X0_z4/видео.html Next: ruclips.net/video/4ZZOkO40IN8/видео.html Playlist...
Data Science for Everyone 6-5 Data Visualization for Higher Dimensions
Просмотров 12714 дней назад
#datascience #datavisualization #clusteredbarplot #scatterplot #bubblechart Data visualization is useful to understand and show the whole picture of data. A good data scientist should be adept at visualizing data. This section focuses visualization method for multivariate analysis with three dimensions: clusterd bar plot, colored scatterplot, and bubble chart. Previous: ruclips.net/video/HKAIk4...
Data Science for Everyone 6-4 Data Visualization for Bivariate Analysis
Просмотров 3514 дней назад
#datascience #datavisualization #boxplot #lineplot #scatterplot Data visualization is useful to understand and show the whole picture of data. A good data scientist should be adept at visualizing data. This section focuses visualization method for bivariate analysis: Bar Plot, Box Plot, Line Plot, Scatter Plot. Previous: ruclips.net/video/0YeGGVaxOd8/видео.html Next: ruclips.net/video/B3m-x7X0_...
Data Science for Everyone 6-3 Data Visualization for Univariate Analysis Part 3
Просмотров 1314 дней назад
#datascience #datavisualization #boxplot #lineplot Data visualization is useful to understand and show the whole picture of data. A good data scientist should be adept at visualizing data. This third section shows visualization method for univariate analysis of continuous variables: Box Plot and Line Plot. Previous: ruclips.net/video/0YeGGVaxOd8/видео.html Next: ruclips.net/video/HKAIk4YBUHM/ви...
Data Science for Everyone 6-2 Data Visualization for Univariate Analysis Part 2
Просмотров 4714 дней назад
Data visualization is useful to understand and show the whole picture of data. A good data scientist should be adept at visualizing data. This second section shows visualization method for univariate analysis of continuous variables: Histogram. Previous: ruclips.net/video/BbIba8n-Cs8/видео.html Next: ruclips.net/video/nL4KREL0ipk/видео.html Playlist: ruclips.net/p/PLnccJ9vccaGn0BqgdEbjrUSbidCIH...
Data Science for Everyone 6-1 Data Visualization for Univariate Analysis (Part 1)
Просмотров 11214 дней назад
Data Science for Everyone 6-1 Data Visualization for Univariate Analysis (Part 1)
Data Science for Everyone 5-4 Data Reduction
Просмотров 10121 день назад
Data Science for Everyone 5-4 Data Reduction
Data Science for Everyone 5-3 Data Transformation
Просмотров 4521 день назад
Data Science for Everyone 5-3 Data Transformation
Data Science for Everyone 5-2 Handling Missing Data and Outliers
Просмотров 2728 дней назад
Data Science for Everyone 5-2 Handling Missing Data and Outliers
Myers-Briggs Type Indicator (MBTI): Organizational Behavior 2. Personality-1
Просмотров 1528 дней назад
Myers-Briggs Type Indicator (MBTI): Organizational Behavior 2. Personality-1
Data Science for Everyone 5-1 Data Cleaning
Просмотров 36Месяц назад
Data Science for Everyone 5-1 Data Cleaning
Organizational Behavior 2-1 Personality: Overview
Просмотров 12Месяц назад
Organizational Behavior 2-1 Personality: Overview
Data Science for Everyone 4-3 Bayes Theorem
Просмотров 33Месяц назад
Data Science for Everyone 4-3 Bayes Theorem
Organizational Behavior 1-3 Interdisciplinary Nature of Organizational Behavior
Просмотров 17Месяц назад
Organizational Behavior 1-3 Interdisciplinary Nature of Organizational Behavior
Data Science for Everyone 4-2 Conditional Probability
Просмотров 26Месяц назад
Data Science for Everyone 4-2 Conditional Probability
Organizational Behavior 1-2-6 Contingency Theory
Просмотров 7Месяц назад
Organizational Behavior 1-2-6 Contingency Theory
Data Science for Everyone 4-1 Set and Probability
Просмотров 33Месяц назад
Data Science for Everyone 4-1 Set and Probability
Organizational Behavior 1-2-5 Systems Theory
Просмотров 11Месяц назад
Organizational Behavior 1-2-5 Systems Theory
Data Science for Everyone 3-4 Multivariate Analysis
Просмотров 13Месяц назад
Data Science for Everyone 3-4 Multivariate Analysis
Organizational Behavior 1-2-4 Human Relations Movement
Просмотров 11Месяц назад
Organizational Behavior 1-2-4 Human Relations Movement
Data Science for Everyone 3-3 Univariate Analysis
Просмотров 43Месяц назад
Data Science for Everyone 3-3 Univariate Analysis
Thank bro, it helps me alot <3
Hello everyone! First off, I want to thank you all for watching. Due to a recent mouth injury, my pronunciation isn't quite up to par. You might find some parts hard to understand, and for that, I sincerely apologize. Please bear with me and enjoy the content! Your understanding and patience mean the world to me. Thanks to my wonderfully forgiving audience! 😊
nice summary takuma... the accent is fine but sometimes difficult to understand; you might want to provide a transcript for cc.. good stuff though
Thank you for your constructive feedback! I modified the subtitles. Please check it by displaying subtitles and transcription. In addition, I will do the same modification also for other videos, and improve my talking in my upcoming videos. If any other problems, please tell me!
@@TakumaKimura-po7yd cool, thanks for the actions/response... by the way, your talking is fine; given the complex nature of the subject, accurate transcripts are important regardless in my opinion.
@@gusromul3356 Thanks! As for the other videos, I will modify the subtitles and transcripts one by one. So, please be patient, and I hope you enjoy my subsequent videos.