Machine Learning Reading Series

Hello, there!

We are an ML reading group at Stevens Institute of Technology, led by Prof Sergül Aydöre. The purpose of this group is to get a deeper insight into basic machine learning. We hold our Reading Meetings biweekly.

We'll post all the information on meeting dates, time, and location here. We may record and upload the series, so check back for videos. You are welcome to join us!

Please use this link to get the material: Machine Learning: A Probabilistic Perspective.

Series 1 - Let's begin!

  • Date: Feb.08.2019
  • Time: 11:00 - 12:00 AM
  • Location: Edwin A. Stevens Hall - EAS, Room 229A
  • Presenter: Peihong Yu
  • Content: Chapter 3 - Generative Models for Discrete Data
  • Slides: MLRS 1
  • Video: https://youtu.be/c72vGo7etnY

Series 2

  • Date: Feb.22.2019
  • Time: 11:00 - 12:00 AM
  • Location: Edwin A. Stevens Hall - EAS, Room 229A
  • Presenter: Tianhao Zhu
  • Content: Chapter 4 - Gaussian Models
  • Slides: Expected to update on Thursday, 21/02/2019
  • Video: Expected to update on Friday, 22/02/2019

Series 3

  • Date: March.08.2019
  • Time: 11:00 - 12:00 AM
  • Location: Edwin A. Stevens Hall - EAS, Room 229A
  • Presenter: Siyuan Dang
  • Content: Chapter 5 - Bayesian Statistics
  • Slides: MLRS 2
  • Video: Expected to update on Friday, 08/03/2019

Series 4

  • Date: April.05.2019
  • Time: 11:00 - 12:00 AM
  • Location: Edwin A. Stevens Hall - EAS, Room 229A
  • Presenter: Kai Zhang
  • Content: Chapter 6 - Frequentist Statistics
  • Slides: MLRS 3
  • Video:

Series 5

  • Date: April.19.2019
  • Time: 11:00 - 12:00 AM
  • Location: Edwin A. Stevens Hall - EAS, Room 229A
  • Presenter: Liyan Chen
  • Content: Linear Regression & Logistic Regression
  • Slides:
  • Video: