Takuma Data Analytics Academy

Takuma Data Analytics Academy

Welcome to this channel, where you can access high-quality lectures on Data Science and Organizational Behavior taught by Dr. Takuma Kimura (木村琢磨), an 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!

PAML 4-2 Identifying Missing Data (Predictive Analytics by Machine Learning)

13:18

PAML 4-2 Identifying Missing Data (Predictive Analytics by Machine Learning)

12 сағат бұрын

LADS 5-2 Properties of Linear Transformations (Linear Algebra for Data Science)

6:42

LADS 5-2 Properties of Linear Transformations (Linear Algebra for Data Science)

19 сағат бұрын

PAML 4-1 Introduction to Data Cleaning

10:29

PAML 4-1 Introduction to Data Cleaning

Күн бұрын

LADS 5-1 Linear Transformation & Its Properties (Linear Algebra for Data Science)

8:12

LADS 5-1 Linear Transformation & Its Properties (Linear Algebra for Data Science)

14 күн бұрын

PAML 3-8 Bias in Data (Predictive Analytics by Machine Learning)

21:19

PAML 3-8 Bias in Data (Predictive Analytics by Machine Learning)

14 күн бұрын

LADS 4-3 Applications of Matrices: Linear Regression & Distance Calculation

8:31

LADS 4-3 Applications of Matrices: Linear Regression & Distance Calculation

14 күн бұрын

PAML 3-7 Ethics in Data Collection (Predictive Analytics by Machine Learning)

14:11

PAML 3-7 Ethics in Data Collection (Predictive Analytics by Machine Learning)

21 күн бұрын

LADS 4-2 Matrix Operations & Properties (Linear Algebra for Data Science)

7:50

LADS 4-2 Matrix Operations & Properties (Linear Algebra for Data Science)

21 күн бұрын

PAML 3-6 Secondary Data Collection (Predictive Analytics by Machine Learning)

13:23

PAML 3-6 Secondary Data Collection (Predictive Analytics by Machine Learning)

21 күн бұрын

LADS 4-1 Definition and Type of Matrices (Linear Algebra for Data Science)

15:22

LADS 4-1 Definition and Type of Matrices (Linear Algebra for Data Science)

28 күн бұрын

PAML 3-5 Direct Observation for Primary Data Collection (Predictive Analytics by Machine Learning)

8:16

PAML 3-5 Direct Observation for Primary Data Collection (Predictive Analytics by Machine Learning)

Ай бұрын

LADS 3-5 Applications of Basis and Basis Vectors in Feature Selection (Linear Algebra for DS)

6:04

LADS 3-5 Applications of Basis and Basis Vectors in Feature Selection (Linear Algebra for DS)

Ай бұрын

PAML 3-4 Experiment for Primary Data Collection (Predictive Analytics by Machine Learning)

7:17

PAML 3-4 Experiment for Primary Data Collection (Predictive Analytics by Machine Learning)

Ай бұрын

LADS 3-4 Vector Space Models (Linear Algebra for Data Science)

12:28

LADS 3-4 Vector Space Models (Linear Algebra for Data Science)

Ай бұрын

PAML 3-3 Questionnaire & Survey: Data Collection for Predictive Analytics by Machine Learning

8:50

PAML 3-3 Questionnaire & Survey: Data Collection for Predictive Analytics by Machine Learning

Ай бұрын

LADS 3-3 Span (Linear Algebra for Data Science)

13:06

LADS 3-3 Span (Linear Algebra for Data Science)

Ай бұрын

PAML 3-2 Data Types (Predictive Analytics by Machine Learning)

16:52

PAML 3-2 Data Types (Predictive Analytics by Machine Learning)

Ай бұрын

LADS 3-2 Subspaces, Basis, and Dimension (Linear Algebra for Data Science)

17:05

LADS 3-2 Subspaces, Basis, and Dimension (Linear Algebra for Data Science)

Ай бұрын

PAML 3-1 Introduction to Data Collection

6:38

PAML 3-1 Introduction to Data Collection

Ай бұрын

LADS 3-1 Intro to Vector Spaces (Linear Algebra for Data Science)

9:22

LADS 3-1 Intro to Vector Spaces (Linear Algebra for Data Science)

Ай бұрын

PAML 2-5 Key Components and Workflow of Predictive Analytics

10:50

PAML 2-5 Key Components and Workflow of Predictive Analytics

Ай бұрын

LADS 2-4 Practical Applications of Vectors (Linear Algebra for Data Science)

6:06

LADS 2-4 Practical Applications of Vectors (Linear Algebra for Data Science)

2 ай бұрын

Q&A Session: Vector Norm as Distance Measure, and Dot Product as Similarity Measure

8:23

Q&A Session: Vector Norm as Distance Measure, and Dot Product as Similarity Measure

2 ай бұрын

PAML 2-4 What is Reinforcement Learning?

8:29

PAML 2-4 What is Reinforcement Learning?

2 ай бұрын

Q&A Session: Backpropagation of RNNs and Typology of RNNs

10:14

Q&A Session: Backpropagation of RNNs and Typology of RNNs

2 ай бұрын

Q&A Session: Why are RNNs effective for time-series and text analysis?

8:58

Q&A Session: Why are RNNs effective for time-series and text analysis?

2 ай бұрын

Q&A Session: What is Recurrent Neural Network?

13:22

Q&A Session: What is Recurrent Neural Network?

2 ай бұрын

LADS 2-3 Dot Product & Vector Norm (Linear Algebra for Data Science)

7:53

LADS 2-3 Dot Product & Vector Norm (Linear Algebra for Data Science)

2 ай бұрын

PAML 2-3 What is Unsupervised Learning?

8:32

PAML 2-3 What is Unsupervised Learning?

2 ай бұрын

Пікірлер

@mahendrajoshi4642

@mahendrajoshi4642 2 ай бұрын

Is it Distant measurement?

@TakumaKimura-po7yd

@TakumaKimura-po7yd 2 ай бұрын

Thank you for watchning and comment! I'll be answering your questions in an upcoming video!

@sameersrivastav8155

@sameersrivastav8155 2 ай бұрын

Give us a coding example of making a model

@TakumaKimura-po7yd

@TakumaKimura-po7yd 2 ай бұрын

Thank you for watching! I will upload coding tutorial using Python. After explaining the basics of machine learning and data collection, I will move on to the theory and coding of preprocessing, supervised and unsupervised learning models. Please look forward to it!

@sameersrivastav8155

@sameersrivastav8155 2 ай бұрын

Thanks will keep learning😊

@TakumaKimura-po7yd

@TakumaKimura-po7yd 2 ай бұрын

@@sameersrivastav8155 Thank you for your patience and encouraging comments!

@TakumaKimura-po7yd

@TakumaKimura-po7yd 2 ай бұрын

Sorry for my mistake. Samuel's definition vanished from 1:05 to 1:50. It is shown again from 4:40.🙏

@senthilmuruganr234

@senthilmuruganr234 2 ай бұрын

Very nice sir

@TakumaKimura-po7yd

@TakumaKimura-po7yd 2 ай бұрын

Thank you!

@senthilmuruganr234

@senthilmuruganr234 3 ай бұрын

Please upload Machine and Deep Learning step by step basics with real time examples. Thank you

@TakumaKimura-po7yd

@TakumaKimura-po7yd 3 ай бұрын

OK! I will upload ML theories and techniques step by step, followed by DL!

@senthilmuruganr234

@senthilmuruganr234 3 ай бұрын

Excellent. Sir. Please upload RNN, LSTM, GRU for complete beginners .

@TakumaKimura-po7yd

@TakumaKimura-po7yd 3 ай бұрын

All right, I will prepare a good lectures. Knowledge of ML and ANN enable us to understand those DL topics better, so for the time being, please enjoy ML contents😊

@senthilmuruganr234

@senthilmuruganr234 3 ай бұрын

Thank you sir

@senthilmuruganr234

@senthilmuruganr234 3 ай бұрын

Very nice

@TakumaKimura-po7yd

@TakumaKimura-po7yd 3 ай бұрын

Thanks a lot!

@senthilmuruganr234

@senthilmuruganr234 3 ай бұрын

Excellent presentation

@TakumaKimura-po7yd

@TakumaKimura-po7yd 3 ай бұрын

Thanks a lot! I hope you enjoy subsequent videos!

@senthilmuruganr234

@senthilmuruganr234 3 ай бұрын

Sir. I need basics of ML and DL videos. Thank you in advance

@TakumaKimura-po7yd

@TakumaKimura-po7yd 3 ай бұрын

Another playlist "Predictive Analytics by Machine Learning" is on its way. Please check it! It will cover fundamentals of ML, including data preprocessing for practical ML analytics. kzbin.info/aero/PLnccJ9vccaGlC77PmUoPh2cUziN2k6yrs

@senthilmuruganr234

@senthilmuruganr234 3 ай бұрын

Thank you sir

@n3senthil 3 ай бұрын

I like this channel. It is easy to understand.

@TakumaKimura-po7yd

@TakumaKimura-po7yd 3 ай бұрын

Thank you for your encouraging comment! For the time being, I will upload lectures on predictive analytics and linear algebra. If there are any topics you would like me to cover, please let me know!

@merlinayazzie3523

@merlinayazzie3523 4 ай бұрын

Great visuals. I appreciate that

@TakumaKimura-po7yd

@TakumaKimura-po7yd 4 ай бұрын

Thank you!☺

@gusromul3356 4 ай бұрын

nice job.. as usual great info... short, concise, and intuitive

@TakumaKimura-po7yd

@TakumaKimura-po7yd 4 ай бұрын

Thank you for your encouraging comment! I will upload more advanced courses, as well as math and statistical analysis courses in the near future. I hope you enjoy my upcoming contents!

@NguyenTon-od5cn

@NguyenTon-od5cn 5 ай бұрын

Thank bro, it helps me alot <3

@TakumaKimura-po7yd

@TakumaKimura-po7yd 5 ай бұрын

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! 😊

@gusromul3356 8 ай бұрын

nice summary takuma... the accent is fine but sometimes difficult to understand; you might want to provide a transcript for cc.. good stuff though

@TakumaKimura-po7yd

@TakumaKimura-po7yd 8 ай бұрын

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!

@gusromul3356 8 ай бұрын

@@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.

@TakumaKimura-po7yd

@TakumaKimura-po7yd 8 ай бұрын

@@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.