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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
  Machine Learning with Python I

  MaterialMaterials 

 RecordingLesson1 RecordingLesson2 RecordingLesson3

 RecordingLesson4 RecordingLesson5 RecordingLesson6

  Machine Learning with Python II   MaterialMaterials 

 RecordingLesson1 RecordingLesson2 RecordingLesson3


 

Student HPC Platform

Date Workshop  Materials & Recording
 18 Jan 23  Use of Student HPC Platform - GPU Cluster     MaterialMaterials   RecordingLesson1
 03 Mar 23  Use of Student HPC Platform - CPU Cluster     MaterialMaterials   RecordingLesson1

 

Gitlab Service

Date Workshop Materials & Recording
   Use of GitLab  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
 20 - 27 Oct 22 Introduction to Database with Python   MaterialMaterials   RecordingLesson1   RecordingLesson2
 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
   Machine Learning with Python I  

 MaterialMaterials 

 RecordingLesson1 RecordingLesson2 RecordingLesson3

 RecordingLesson4 RecordingLesson5 RecordingLesson6

   Machine Learning with Python II    MaterialMaterials 

   RecordingLesson1 RecordingLesson2 RecordingLesson3


 

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   
   Data Analysis with R    

   MaterialMaterials 

    RecordingLesson1 RecordingLesson2 RecordingLesson3

    RecordingLesson4 RecordingLesson5 

   Introduction to Shiny Software    MaterialMaterials  RecordingLesson1   RecordingLesson2   

 

Research Tools

Date Workshop Materials & Recording
  11 Oct 22  OpenRefine      MaterialMaterials   RecordingLesson1   
  18 Oct 22  Tableau     MaterialMaterials   RecordingLesson1   
   Dashboard Tools - Google Data studio     MaterialMaterials   RecordingLesson1   
   Dashboard Tools- Grafana     MaterialMaterials   RecordingLesson1   
   IoT     MaterialMaterials   RecordingLesson1