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Machine Learning & Deep Learning

Date Workshop  Materials & Recording
 09 Jan 23 Web scraping with Python    MaterialMaterials   RecordingLesson1
 16 Jan 23

Predict Diabetes Cases with Neural Networks 

  MaterialMaterials   RecordingLesson1
 17 Jan 23

Netflix Recommendation Engine with Python  

  MaterialMaterials   RecordingLesson1
 31 Jan - 07 Feb 23 Machine Learning with Orange I: Supervised Learning   MaterialMaterials   RecordingLesson1   RecordingLesson2
 06 Feb 23 Frauds Detection in Credit Card with Neural Networks   MaterialMaterials   RecordingLesson1
 13 Feb 23 Emotion Detection in Text with Python NLP   MaterialMaterials   RecordingLesson1
 17 - 24 Feb 23

Machine Learning with Orange II:

More about Supervised Learning and Unsupervised Learning

  MaterialMaterials   RecordingLesson1   RecordingLesson2
 20 Feb 23 Commodity Prices Prediction with Neural Networks
  MaterialMaterials   RecordingLesson1
 28 Feb - 07 Mar 23 Machine Learning with Orange III: Text mining and Time Series
  MaterialMaterials   RecordingLesson1   RecordingLesson2
 06 Mar 23 Object Detection with Python and YOLO   MaterialMaterials   RecordingLesson1
 13 Mar 23

The "Hello World!” of Reinforcement Learning

  MaterialMaterials   RecordingLesson1
 15 -22 Mar 23

Rapid Antigen Test (RAT) result identification with Python

  MaterialMaterials   RecordingLesson1   RecordingLesson2
 20 Mar 23

Text to Image Generation with Neural Networks

  MaterialMaterials   RecordingLesson1
09 Jun 23  Exploration of AI Community Platform - Hugging Face   MaterialMaterials   RecordingLesson1
27 Jun 23  Real life example using R with Machine Learning   MaterialMaterials  RecordingLesson1 
06 Oct 23

(Deep Learning Series)

Deep Learning Frameworks – Basic Deep Learning with Pytorch

  MaterialMaterials  RecordingLesson1 
11 Oct 23

 Real life example using R programming language

on Machine Learning application

  MaterialMaterials  RecordingLesson1 
20 Oct 23

(Deep Learning Series)

Computer Vision – Object Detection with Yolo & Roboflow

  MaterialMaterials  RecordingLesson1 
25 Oct-8 Nov 23

(Machine Learning Series) A Hands-On Introduction to Supervised Learning with Python

 

  MaterialMaterials 

  RecordingLesson1 RecordingLesson2 RecordingLesson3

03 Nov 23

(Deep Learning Series) Natural Language Processing – Sentiment Analysis with Hugging Face Transformers   MaterialMaterials  RecordingLesson1 
17 Nov 23 (Deep Learning Series) Digital Signal Processing – Text to Speech Generation with Coqui TTS
  MaterialMaterials  RecordingLesson1 
15-29 Nov 23 (Machine Learning Series) A Hands-On Introduction to Unsupervised Learning with Python

  MaterialMaterials 

  RecordingLesson1 RecordingLesson2 RecordingLesson3


 

Student HPC Platform

Date Workshop  Materials & Recording
 26 Jul 23

 Leverage web GUI interface for research application

 development with GPU on Student HPC Platform

    MaterialMaterials   RecordingLesson1
15 Sep 23 Student HPC Platform (Batch mode job submission) 
    MaterialMaterials   RecordingLesson1
25 Sep 23

Leverage web GUI interface for research application

development with GPU on Student HPC Platform

    MaterialMaterials   RecordingLesson1

 

Gitlab Service

Date Workshop Materials & Recording
 5 Oct 23 Gitlab service for research
 MaterialMaterials   RecordingLesson1

 

Python

Date Workshop Materials & Recording
 21 - 28 Jun 22 Introduction to Python Programming for non-programmer I   MaterialMaterials   RecordingLesson1   RecordingLesson2
 09 - 16 Aug 22
Introduction to Python programming for non-programmer II   MaterialMaterials   RecordingLesson1   RecordingLesson2
 05 - 12 Oct 22 Data Analysis with Python     MaterialMaterials   RecordingLesson1   RecordingLesson2
 13 Oct 22 Data Visualization with Python    MaterialMaterials   RecordingLesson1
 28 Oct 22 Guided Example -- Backtesting with Python    MaterialMaterials   RecordingLesson1
 09 Jan 23 Web scraping with Python    MaterialMaterials   RecordingLesson1
 16 Jan 23 Predict Diabetes Cases with Neural Networks   MaterialMaterials   RecordingLesson1
 17 Jan 23 Netflix Recommendation Engine with Python    MaterialMaterials   RecordingLesson1
 31 Jan - 07 Feb 23 Machine Learning with Orange I: Supervised Learning   MaterialMaterials   RecordingLesson1   RecordingLesson2
 06 Feb 23 Frauds Detection in Credit Card with Neural Networks   MaterialMaterials   RecordingLesson1
 13 Feb 23 Emotion Detection in Text with Python NLP   MaterialMaterials   RecordingLesson1
 17 - 24 Feb 23

Machine Learning with Orange II:

More about Supervised Learning and Unsupervised Learning

  MaterialMaterials   RecordingLesson1   RecordingLesson2
 20 Feb 23 Commodity Prices Prediction with Neural Networks   MaterialMaterials   RecordingLesson1
 28 Feb - 07 Mar 23 Machine Learning with Orange III: Text mining and Time Series   MaterialMaterials   RecordingLesson1   RecordingLesson2
 06 Mar 23 Object Detection with Python and YOLO   MaterialMaterials   RecordingLesson1
 13 Mar 23 The "Hello World!” of Reinforcement Learning   MaterialMaterials   RecordingLesson1
 15 -22 Mar 23 Rapid Antigen Test (RAT) result identification with Python   MaterialMaterials   RecordingLesson1   RecordingLesson2
 20 Mar 23 Text to Image Generation with Neural Networks   MaterialMaterials   RecordingLesson1
 09 Jun 23  Exploration of AI Community Platform - Hugging Face   MaterialMaterials   RecordingLesson1
12-26 Sep 23  Python for Everyone: A ChatGPT-Assisted Learning Experience 

  MaterialMaterials 

  RecordingLesson1 RecordingLesson2 RecordingLesson3

06 Oct 23

(Deep Learning Series)

Deep Learning Frameworks – Basic Deep Learning with Pytorch

  MaterialMaterials  RecordingLesson1 
23 - 30 Jan 24  Introduction to Database with Python   MaterialMaterials   RecordingLesson1   RecordingLesson2

 

R

Date Workshop Materials & Recording
 16 - 30 Jun 22  Basic R for beginners    MaterialMaterials   RecordingLesson1   RecordingLesson2   RecordingLesson3
 09 - 16 Sep 22  Data Manipulation and Data Preparation with R      MaterialMaterials   RecordingLesson1   RecordingLesson2   
 23 - 30 Sep 22  Exploratory Data Analysis and Data Modeling with R     MaterialMaterials   RecordingLesson1   RecordingLesson2   
 07 - 14 Oct 22  Basic Data Visualization with R     MaterialMaterials   RecordingLesson1   RecordingLesson2   
 18 - 25 Oct 22  Interactive maps and 3D graphs with R    MaterialMaterials    RecordingLesson1   RecordingLesson2   
 02 - 09 Nov 22  Creating and publishing dashboard with R    MaterialMaterials    RecordingLesson1   RecordingLesson2   
 01 -08 Feb 23  Statistical Analysis with R    MaterialMaterials    RecordingLesson1   RecordingLesson2   
 16 Feb 23  Databases with R    MaterialMaterials   RecordingLesson1   
 02 Mar 23  Web Scraping with R  
   MaterialMaterials  RecordingLesson1   
 16 - 23 Mar 23  Basic Data Visualization with R (Evening)    MaterialMaterials  RecordingLesson1   RecordingLesson2   
13-27 Sep 23  Basic R    MaterialMaterials  RecordingLesson1   RecordingLesson2   
11 Oct 23

 Real life example using R programming language

on Machine Learning application

   MaterialMaterials  RecordingLesson1 

 

Bloackchain

Date Workshop Materials & Recording
  10 Oct 23

(Blockchain Series) Blockchain 1:

Understand Blockchain and Create a Simple Blockchain with Python

    MaterialMaterials   RecordingLesson1   
  27 Oct 23

 (Blockchain Series) Blockchain2:

Mint Your Own NFT and Trade It

    MaterialMaterials   RecordingLesson1   

 

JavaScript and Node.js

Date Workshop Materials & Recording
  9  Nov-16 Nov

Introduction to JavaScript and Node.js

    MaterialMaterials   RecordingLesson1    RecordingLesson2 

 

Research Tools

Date Workshop Materials & Recording
  11 Oct 22  OpenRefine      MaterialMaterials   RecordingLesson1   
  18 Oct 22  Tableau     MaterialMaterials   RecordingLesson1   
    IoT     RecordingLesson1   
  07 Sep 23 Beginner's Guide for Generative AI Tools - A Fun Exploration (Cantonese)
    MaterialMaterials   RecordingLesson1   
  11 Sep 23 The Rise of AI: A Hands-On Workshop for ChatGPT
    MaterialMaterials   RecordingLesson1   
  18 Oct 23 Generate Image from Text Using Stable Diffusion     MaterialMaterials   RecordingLesson1   
  19 Jan 24  Beginner's Guide for Generative AI Tools - A Fun Exploration (English)     MaterialMaterials   RecordingLesson1   
  22 Jan 24 Beginner's Guide for Generative AI Tools - A Fun Exploration (Putonghua)     MaterialMaterials   RecordingLesson1