Previous Workshops
(Access by PolyU connect account)
Machine Learning & Deep Learning
Student HPC Platform
Date | Workshop | Materials & Recording |
26 Jul 23 | Materials Lesson1 | |
15 Sep 23 | Student HPC Platform (Batch mode job submission) |
Materials Lesson1 |
25 Sep 23 | Materials Lesson1 | |
20 Feb 24 |
Practical workshop for Machine Learning of using the Student HPC Platform |
Materials Lesson1 |
27 Feb 24 |
Practical workshop for Deep Learning of using the Student HPC Platform |
Materials Lesson1 |
Gitlab Service
Date | Workshop | Materials & Recording |
5 Oct 23 | Gitlab service for research |
Materials Lesson1 |
Python
R
Date | Workshop | Materials & Recording |
16 - 30 Jun 22 | Basic R for beginners | Materials Lesson1 Lesson2 Lesson3 |
09 - 16 Sep 22 | Data Manipulation and Data Preparation with R | Materials Lesson1 Lesson2 |
23 - 30 Sep 22 | Exploratory Data Analysis and Data Modeling with R | Materials Lesson1 Lesson2 |
07 - 14 Oct 22 | Basic Data Visualization with R | Materials Lesson1 Lesson2 |
18 - 25 Oct 22 | Interactive maps and 3D graphs with R | Materials Lesson1 Lesson2 |
02 - 09 Nov 22 | Creating and publishing dashboard with R | Materials Lesson1 Lesson2 |
01 -08 Feb 23 | Statistical Analysis with R | Materials Lesson1 Lesson2 |
16 Feb 23 | Databases with R | Materials Lesson1 |
02 Mar 23 | Web Scraping with R |
Materials Lesson1 |
16 - 23 Mar 23 | Basic Data Visualization with R (Evening) | Materials Lesson1 Lesson2 |
13-27 Sep 23 | Basic R | Materials Lesson1 Lesson2 |
11 Oct 23 | Materials Lesson1 | |
22, 29 Feb 24 | Basic Data visualization with R | Materials Lesson1 Lesson2 |
15 Mar 24 | Database with R | Materials Lesson1 |
21, 28 Mar 24 | Statistical analysis with R |
Materials Lesson1 Lesson2 |
Blockchain
Date | Workshop | Materials & Recording |
10 Oct 23 |
(Blockchain Series) Blockchain 1: Understand Blockchain and Create a Simple Blockchain with Python |
Materials Lesson1 |
27 Oct 23 | Materials Lesson1 | |
01 Feb 24 |
(Blockchain Series) Blockchain3: Build Your DAPP and Smart Contracts with Solidity |
Materials Lesson1 |
05 Feb 24 |
(Blockchain Series) Blockchain4: Create your Own Crypto Tokens with ERC-20 Token Standards |
Materials Lesson1 |
20, 27 Mar 24 | (Blockchain Series) Blockchain5 : Build a Voting App with Private Blockchain Hyperledger Fabric and JavaScript | Materials Lesson1 Lesson2 |
JavaScript and Node.js
Date | Workshop | Materials & Recording |
9 Nov-16 Nov | Materials Lesson1 Lesson2 | |
21, 28 Feb 24 | Materials Lesson1 Lesson2 | |
6, 13 Mar 24 | Building your Mobile App with JavaScript and React Native | Materials Lesson1 Lesson2 |
Research Tools
Date | Workshop | Materials & Recording |
11 Oct 22 | OpenRefine | Materials Lesson1 |
18 Oct 22 | Tableau | Materials Lesson1 |
IoT | Lesson1 | |
07 Sep 23 | Beginner's Guide for Generative AI Tools - A Fun Exploration (Cantonese) |
Materials Lesson1 |
11 Sep 23 | The Rise of AI: A Hands-On Workshop for ChatGPT |
Materials Lesson1 |
18 Oct 23 | Generate Image from Text Using Stable Diffusion | Materials Lesson1 |
19 Jan 24 | Beginner's Guide for Generative AI Tools - A Fun Exploration (English) | Materials Lesson1 |
22 Jan 24 | Beginner's Guide for Generative AI Tools - A Fun Exploration (Putonghua) | Materials Lesson1 |
02 Feb 24 | The Rise of AI: A Hands-On Workshop for ChatGPT | Materials Lesson1 |