IT Support for Research - Previous Workshops

Machine Learning & Deep Learning

Date	Workshop	Materials & Recording
09 Jan 23	Web scraping with Python	Materials Lesson1
16 Jan 23	Predict Diabetes Cases with Neural Networks	Materials Lesson1
17 Jan 23	Netflix Recommendation Engine with Python	Materials Lesson1
31 Jan - 07 Feb 23	Machine Learning with Orange I: Supervised Learning	Materials Lesson1 Lesson2
06 Feb 23	Frauds Detection in Credit Card with Neural Networks	Materials Lesson1
13 Feb 23	Emotion Detection in Text with Python NLP	Materials Lesson1
17 - 24 Feb 23	Machine Learning with Orange II: More about Supervised Learning and Unsupervised Learning	Materials Lesson1 Lesson2
20 Feb 23	Commodity Prices Prediction with Neural Networks	Materials Lesson1
28 Feb - 07 Mar 23	Machine Learning with Orange III: Text mining and Time Series	Materials Lesson1 Lesson2
06 Mar 23	Object Detection with Python and YOLO	Materials Lesson1
13 Mar 23	The "Hello World!” of Reinforcement Learning	Materials Lesson1
15 -22 Mar 23	Rapid Antigen Test (RAT) result identification with Python	Materials Lesson1 Lesson2
20 Mar 23	Text to Image Generation with Neural Networks	Materials Lesson1
	Machine Learning with Python I	Materials Lesson1 Lesson2 Lesson3 Lesson4 Lesson5 Lesson6
	Machine Learning with Python II	Materials Lesson1 Lesson2 Lesson3
09 Jun 23	Exploration of AI Community Platform - Hugging Face	Materials Lesson1
27 Jun 23	Real life example using R with Machine Learning	Materials Lesson1

Student HPC Platform

Date

Workshop

Materials & Recording

26 Jul 23

Leverage web GUI interface for research application

development with GPU on Student HPC Platform

Materials

Lesson1

Gitlab Service

Date	Workshop	Materials & Recording
	Use of GitLab	Materials Lesson1

Python

Date	Workshop	Materials & Recording
21 - 28 Jun 22	Introduction to Python Programming for non-programmer I	Materials Lesson1 Lesson2
09 - 16 Aug 22	Introduction to Python programming for non-programmer II	Materials Lesson1 Lesson2
05 - 12 Oct 22	Data Analysis with Python	Materials Lesson1 Lesson2
13 Oct 22	Data Visualization with Python	Materials Lesson1
20 - 27 Oct 22	Introduction to Database with Python	Materials Lesson1 Lesson2
28 Oct 22	Guided Example -- Backtesting with Python	Materials Lesson1
09 Jan 23	Web scraping with Python	Materials Lesson1
16 Jan 23	Predict Diabetes Cases with Neural Networks	Materials Lesson1
17 Jan 23	Netflix Recommendation Engine with Python	Materials Lesson1
31 Jan - 07 Feb 23	Machine Learning with Orange I: Supervised Learning	Materials Lesson1 Lesson2
06 Feb 23	Frauds Detection in Credit Card with Neural Networks	Materials Lesson1
13 Feb 23	Emotion Detection in Text with Python NLP	Materials Lesson1
17 - 24 Feb 23	Machine Learning with Orange II: More about Supervised Learning and Unsupervised Learning	Materials Lesson1 Lesson2
20 Feb 23	Commodity Prices Prediction with Neural Networks	Materials Lesson1
28 Feb - 07 Mar 23	Machine Learning with Orange III: Text mining and Time Series	Materials Lesson1 Lesson2
06 Mar 23	Object Detection with Python and YOLO	Materials Lesson1
13 Mar 23	The "Hello World!” of Reinforcement Learning	Materials Lesson1
15 -22 Mar 23	Rapid Antigen Test (RAT) result identification with Python	Materials Lesson1 Lesson2
20 Mar 23	Text to Image Generation with Neural Networks	Materials Lesson1
	Machine Learning with Python I	Materials Lesson1 Lesson2 Lesson3 Lesson4 Lesson5 Lesson6
	Machine Learning with Python II	Materials Lesson1 Lesson2 Lesson3
09 Jun 23	Exploration of AI Community Platform - Hugging Face	Materials Lesson1

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
	Data Analysis with R	Materials Lesson1 Lesson2 Lesson3 Lesson4 Lesson5
	Introduction to Shiny Software	Materials Lesson1 Lesson2
27 Jun 2023	Real life example using R with Machine Learning	Materials Lesson1

Research Tools

Date	Workshop	Materials & Recording
11 Oct 22	OpenRefine	Materials Lesson1
18 Oct 22	Tableau	Materials Lesson1
	Dashboard Tools - Google Data studio	Materials Lesson1
	Dashboard Tools- Grafana	Materials Lesson1
	IoT	Materials Lesson1

Previous Workshops

(Access by PolyU connect account)

Machine Learning & Deep Learning

Student HPC Platform

Gitlab Service

Python

R

Research Tools