Training and Workshop “Analysis and Development of large rainfall data analysis systems.”
Training and Workshop “Analysis and Development of large rainfall data analysis systems.”
Day 26 March 2020
|
Time |
Topic |
Presenter |
|---|---|---|
|
08.30 am - 09.00 am |
Register |
|
|
09.00 am - 09.15 am |
Opening speech |
Assoc.Prof. Sucharit Koonthanakulwong |
|
09.15 am - 09.30 am |
Open work and make recommendations |
Mr. Tony Song |
|
09.30 am - 10.30 am |
- Numerical Weather Prediction model set up 1. Thailand NWP Weather Modelling Intro 2. Three Zones' Weather/Climate Study: 1) Climatology 2) Heavy Rain Events Simulation in Aug 2019" |
Dr. Sun Xiangming |
|
10.30 am - 10.40 am |
Tea Break |
|
|
10.40 am - 11.40 am |
- Machine Learning Technique for Weather EnWeather Data Science Overview |
Dr. Lin Miao |
|
11.40 am - 12.00 am |
Meeting summary |
|
|
12.00 pm - 13.00 pm |
Lunch |
|
|
13.00 pm - 14.30 pm |
Workshop Machine Learning Technique for Weather (Part 1) Design Machine Learning Models for Weather Forecast |
Dr. Lin Miao |
|
14.30 pm - 14.40 pm |
Tea Break |
|
|
14.40 pm - 15.40 pm |
Discuss |
Assoc.Prof. Sucharit Koonthanakulwong |
|
15.40 pm - 16.00 pm |
Summary Workshop (Part 1) |
Assoc.Prof. Sucharit Koonthanakulwong |
Day 27 March 2020
|
Time |
Topic |
Presenter |
|---|---|---|
|
08.30 am - 09.00 am |
Register |
|
|
09.00 am - 10.30 am |
Workshop Machine Learning Technique for Weather (Part 2) Recap & Lab 1: use Xgboost for weather forecast |
Dr. Lin Miao |
|
10.30 am - 10.40 am |
Tea Break |
|
|
10.40 am - 12.00 am |
Workshop Machine Learning Technique for Weather (Part 3) Design Deep Learning Models for Weather Forecast |
Ms. Fan Xiaotian |
|
12.00 pm - 13.00 pm |
Lunch |
|
|
13.00 pm - 14.30 pm |
Workshop Machine Learning Technique for Weather (Part 4) Lab 2: use deep learning models for weather forecast |
Dr. Lin Miao & Ms. Fan Xiaotian |
|
14.30 pm - 14.40 pm |
Tea Break |
|
|
14.40 pm - 15.40 pm |
Discuss |
Assoc.Prof. Sucharit Koonthanakulwong |
|
15.40 pm - 16.00 pm |
Summary Workshop and Prepare Next Phase |
Assoc.Prof. Sucharit Koonthanakulwong |
Need For Training
a. Preinstall with Miniconda for python 3.7 version https://docs.conda.io/en/latest/miniconda.html
b. Sample code and data will be send during the lab session
ZOOM Meeting Room
Day Mar.26 : https://zoom.us/j/912300717
Day Mar.27 : https://zoom.us/j/180188081
Video ZOOM Meeting
Day Mar.26 : http://project-wre.eng.chula.ac.th/envision/envision_200326.mp4
Day Mar.27 : http://project-wre.eng.chula.ac.th/envision/envision_200327.mp4
