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D-VELOP: Machine Learning Workshop

Machine Learning Workshop

This page houses materials and videos for the D-VELOP Machine Learning Workshop Series (Fall 2020).  All workshops will be conducted online. To enroll in a workshop - please click here - you can filter workshops by searching for 'machine learning'. 

We will upload the videos and materials every week after the workshop. 

Topics

Introductory Topics

Supervised Learning

Unsupervised Learning

  • Clustering Analysis 

General 

Applications of Machine Learning

  • Sentiment Analysis 
  • Dimensionality Reduction
  • Time Series Data 

Workshop Topics

Tree Based Learning - Oct 15, 2020

Sentiment Analysis - Oct 22, 2020

Gradient Boosting - Oct 29, 2020

Dimensionality Reduction - Nov 5, 2020

Model Validation and Selection - Nov 12, 2020

Clustering Analysis - Nov 19, 2020

Time Series Data Analysis - Dec 1, 2020

Contact

If you have any questions regarding the Machine Learning Workshop series, please contact Ashish or Trevor Bonjour for more help.