Sukree Sinthupinyo - Other Talks

Next Door Catastrophe Part 1 (YouTube)
Podee Presentation (Link, https://tinyurl.com/podee123)
Super Engineer ss5
1. Feature Engineering Colab
MSMIS Social Media Monitoring
1. Slides
2. Colab
  1. 23 Mar 25 https://colab.research.google.com/drive/1wwMX0Iu1bdKmjT2c21fSz3bj-YilhvXg?usp=sharing
  2. 20 Mar 25 Progress Spreadsheet, Colab Live Demo, Colab without Gemini
3. XLSX from twitter
4. Text Mining Colab
CEDT AI
1. Playlist
  1. State Space Search
    1. Uninformed Search https://www.youtube.com/playlist?list=PLwnUv3sNB6_U0YnB05EUBOCXmbHf-oobp
    2. Informed Search https://youtube.com/playlist?list=PLwnUv3sNB6_XlJhYfNNF-IVUF3Ai4UTCH
  2. Optimization Techniques https://youtube.com/playlist?list=PLwnUv3sNB6_VRvtNbaev41L9SoLnDLGPG
  3. Bayesian Learning https://www.youtube.com/playlist?list=PLwnUv3sNB6_WNV8zxXenH6w2pmoM5lStH
2. Colab
Data Driven Innovations (Slides)
I2 Hackathon
1. Slides
2. Zoom link: https://chula.zoom.us/j/7474759219
3. Colab
  1. Data Exploration
Data Visualization by AI (15 Jan 2025)
1. Data
  1. https://data.go.th/
    1. Example data https://data.go.th/dataset/standardfarm
    2. https://drive.google.com/file/d/1L7blXGjgNkyGvPzj6vZ3uOvp6CjeLoSd/view?usp=drive_link
      1. File ID: 1L7blXGjgNkyGvPzj6vZ3uOvp6CjeLoSd
  2. https://catalog.nso.go.th/
2. Colab
  1. In class (Link)
  2. ฟาร์มสัตว์น้ำตามชายฝั่ง (Link)
Generative AI in Education (29 Nov 2024)

Slides (Download)

Data Science Tool (สวทช)
1. Slides (pptx)
2. Colab (link)
ETL (DRR)
1. Slides (Link)
2. Pentaho download (Link)
3. Database services
  1. MySQL Free Service (aiven)
  2. MySQL JDBC (Link to Download)
  3. MongoDB (Link)
4. API 7timer.info (Link)
5. JDK Download (Link)
ChatGPT in Business (3 Sep 2024)
1. Slides (Download)
2. Transformer Example (Colab)
  1. Link to dataset (data.go.th)
  2. Intro to pandas (VDO Playlist)
  3. Colab in class (Colab)
3. Text Classification using LSTM (Colab)
4. Links to Generative AI Tools
พื้นฐานทักษะวิทยาการคำนวณ
1. PowerPoint Slides: https://1drv.ms/p/s!Avdmkx5Vc5wcgrh0KDk0N9T4tnF3sg
EEW Data Science
1. PowerPoint Slides: https://1drv.ms/p/s!Avdmkx5Vc5wcpaxlyaQL2EtNOzM34g
2. You can download public tableau from Tableau Public Product Download (You need to sign up with your email address)
3. One of the VDO clip that you can watch (here)
  1. The data demonstrated in the VDO is here.
4. Open Data Website
  1. data.go.th
  2. kaggle.com
5. Create your interesting question(s)
6. Use your preferred tools to create at least three charts
7. Put everything in a ppt file
  1. Your interesting question(s)
  2. Your data source (URL, or website)
  3. Your data explanation (What is your data? How many fileds and records are there?
  4. Your data products (at least three charts)
Text and Web Mining (19, 26 November 23)
1. Slides
2. XLSX from twitter
3. Source code (get twitter)
4. Colab Mark EV
5. Text Mining Colab
AI & ML
1. 9 พ.ย. 66 Intro to ML
  1. Colab
  2. Clustering Colab
2. 14 พ.ย. 66 Searching
  1. Blind Search (VDO Clip)
  2. Informed Search (VDO Clip)
  3. Colabs
    1. BFS, DFS (Link)
    2. Game 24 (Link)
3. 7 ธ.ค. 66 Pandas and Decision Tree
  1. Source code Colab (Link)
  2. In class Colab (Link)
  3. Recorded Zoom (Link)
4. 14 ธ.ค. 66 Decision Tree
  1. In class Colab [same as in 7 Dec 23] (Link)
5. 19 ธ.ค. 66 Clustering
  1. In class Colab (Link)
6. 16 ม.ค. 67 Text Processing (Clustering)
  1. In class Colab (Link)
7. 23 ม.ค. 67 Text Clustering
  1. In class Colab (Link)
8. 30 ม.ค. 67 Neural Network
  1. In class Colab (Link)
9. 6 ก.พ. 67 Neural Network
  1. Error Surface (Colab)
  2. Training a Sigmoid Unit (Colab)
  3. BNN using tensorflow.keras (Colab)
  4. iris keras (Colab)
10. 13 ก.พ. 67
  1. MNIST (Colab)
  2. Pretrained CNN (Colab)
  3. Transfer Learning (Colab)
  4. LSTM for Time Series (Colab)
  5. LSTM for Text Classification (Colab)
Text processing for Data Science (23 ต.ค. 66)
1. Colab
2. thairath.xlsx
3. In-Class Colab
Python for Data Science (17 ต.ค. 66)
1. Colab
2. https://edabit.com/challenges
3. Class demonstration (Colab)
แนวทางการสอนวิทยาการคำนวณในโรงเรียน (สสวท) (4 ต.ค. 23)
1. Slides
2. data.go.th
ChatGPT in Business (6 Sep 2023)
1. Slides (Download)
2. Transformer Example (Colab)
3. Text Classfication using LSTM (Colab)
4. Links to Generative AI Tools
Social Monitoring (4 Sep 2023)
1. Slides (Download)
2. Please download the source file from here
3. Install all packages below::
  1. selenium
  2. bs4
  3. pandas
  4. webdriver_manager
  5. openpyxl
4. The colab to visualize data is here, ipynb file
5. YouTube
Big Data and Artificial Intelligence:
1. ข้อสอบก่อนเรียน: https://forms.gle/ADqM2MdB1hUMJxLr7
2. Slide: https://1drv.ms/p/s!Avdmkx5Vc5wcofFsqQNxGFTweMxaLA
3. Colab: https://colab.research.google.com/drive/1-ViQ1rrIWrvE9XY6GA_bE17eeXNz-YTS?usp=sharing
4. pm.csv (Feb 2023) https://drive.google.com/file/d/1-EeyvSnCKZJ4188V2-VXc25_U-CqPbeD/view?usp=sharing
5. Intro to python (14 Feb 2023) https://colab.research.google.com/drive/1KSY055Y8i7BFGVg4efX_8M_7_epaJ2L8?usp=sharing
6. Wordcloud from twitter https://colab.research.google.com/drive/1HCUCsr4m5oqPLuOKL0oqSYz2kBt85v9Q?usp=sharing
7. Wordcloud from twitter (user) https://colab.research.google.com/drive/1dNX1IJyqu11jmmFY2p5i22SIXqWgLXD5?usp=sharing
8. Intro to Unstructure Data https://colab.research.google.com/drive/11bBmALXB-nERGglbQLB-Or2NQFCX84hu?usp=sharing
9. Intro to PDF processing https://colab.research.google.com/drive/1P_9zcrCNF6HhsL7fYbxuuPE7C4iFoTFz?usp=sharing
10. Text Mining (VDO Playlist)
11. Text Clustering (VDO Playlist)
12. Connect to mongodb colab https://colab.research.google.com/drive/1o9qGCAs_UOHxSo4H7l58J0rbfyCQ5nf2?usp=sharing
Digital Health (11 Aug 2023)
1. https://tome.app/sukree/revolutionizing-healthcare-the-digital-frontier-cll4xaufl01l5mu5qkbpcnmi2
Cyber Crime Awareness (Chulalongkorn University Demonstration School) (14 July 2023)
1. https://tome.app/sukree/cyber-crime-awareness-clk1r60xy00wtpm3dn5l03pad
Data Analytics: The Game-Changer (for BMA) (16 May 23)
1. DATA Analytics The Game-Changer.pptx
วิทยาการคำนวณ (21 Apr 23)
1. วิทยาการคำนวณ (มัธยม)
EEW (31 Jan 23 and 7 Feb 23)
1. https://chula.zoom.us/j/7474759219
2. https://www.beautiful.ai/player/-NN5NBknJtCOLYVod39b
Introduction to AI (22 Mar 22 @Sukosol Hotel, BKK)
1. แบบสำรวจ https://docs.google.com/forms/d/e/1FAIpQLScyA3hwhmzaIJXHYXCSmkHVsVLeY6yOnircqeKouDx7bBohag/viewform?usp=sf_link
2. Slides https://1drv.ms/p/s!Avdmkx5Vc5wcgtFwSpHg4OZZn72jnw
3. Data Driven Innovation Slide: https://1drv.ms/p/s!Avdmkx5Vc5wclfsH2Z8O5MMfbxTgjw
4. Colab Links:
  1. 24 Games https://colab.research.google.com/drive/1fHGXnexzDF-vT4uBdCfogWmVdQyCFlBj?usp=sharing
  2. 8 Puzzle (uninformed search) https://colab.research.google.com/drive/1is_K2SrzMrVCoPMLVn6VL3Qe3XpB44U1?usp=sharing
  3. 8 Puzzle (informed search) https://colab.research.google.com/drive/1Wkgj9BC4AxC10ibTfbfYlbZEaLpl-MSM?usp=sharing
  4. Rapidminer Studio Download https://my.rapidminer.com/nexus/account/index.html#downloads
  5. Deep Learning https://colab.research.google.com/drive/14GgRMUyBMrHq4mGdgKPRdTVtLYC1UjPb?usp=sharing
Training @oncb (18-25 July 22)
1. Intro to python https://colab.research.google.com/drive/1BcHZtTqFEEF8_i7Z0BDkzVQZrknb0XxC?usp=sharing
2. Rapidminer Studio https://my.rapidminer.com/nexus/account/index.html#downloads
3. In-Class Colab 18 July 22: https://colab.research.google.com/drive/1lrso1kxPVV3q41dJGSe49eRM1TkJ4kHJ?usp=sharing
4. In-Class Networkx 19 July 22: https://colab.research.google.com/drive/1uRCj-cFps_hp-NhsdykUUZl71_5GiCDv?usp=sharing
5. In-Class pandas 20 July 22: https://colab.research.google.com/drive/1zif6Bxv1Uo6jHz8L0jX2WKM_h1Isa1Wh?usp=sharing
6. Graph Search https://colab.research.google.com/drive/1uoZI4iE2e50yvJa3hHorW2_DghVrUSjK?usp=sharing
7. 24 Games https://colab.research.google.com/drive/1fHGXnexzDF-vT4uBdCfogWmVdQyCFlBj?usp=sharing
8. 8 Puzzle (uninformed search) https://colab.research.google.com/drive/1is_K2SrzMrVCoPMLVn6VL3Qe3XpB44U1?usp=sharing
9. 8 Puzzle (informed search) https://colab.research.google.com/drive/1Wkgj9BC4AxC10ibTfbfYlbZEaLpl-MSM?usp=sharing