## 2019 August: Eight Lectures on Spectral Analysis of Growing Graphs:
A Quantum Probability Point of View

This is provided as one of the mini-courses in
The International Conference and PhD-Master Summer School
Groups and Graphs, Designs and Dynamics,
Yichang, China, August 12-25, 2019..

### Lectures

- Lectures 1-4

1. Basic Concepts of Quantum Probability

2. Interacting Fock Space and Quantum Decomposition

3. Spectral Distributions of Graphs

4. Quantum Walks on Spidernets

- Lectures 5-8

5. Asymptotic Spectral Distributions of Regular Graphs

6. Graph Products and Concepts of Independence

7. Counting Walks

8. Bivariate Extension: An Example

## 2018 Fall: Data Science Basic "A Rudimentary Knowledge of Multivariate Analysis"

This is a part of
DSP (Data Science Program) Tohoku University.

October 5 (Fri) 16:20-17:50

October 19 (Fri) 14:40-16:10 & 16:20-17:50

### Resume

### Basic References

[1] P. G. Hoel: Introduction to Mathematical Statistics, 5th Ed. Wiley, 1984.

[2] A. J. Dobson and A. G. Barnett: An Introduction to Generalized Linear Models,
3rd Edition, CRC Press, 2008.

### Submission of reports for evaluation

[1] During the lectures you will be given 10 Problems.

[2] Choose 3 problems at your own taste and write up a short report.

[3] Submission deadline: Nov 5 (Mon), 2018.

[4] Way of submission: (a) directly hand to Prof Obata

or (b) send in PDF by e-mail to obata@tohoku.ac.jp

or (c) bring to the secretary on 6F GSIS and ask politely.