• Home
  • Selected Publications
  • Courses Taught
  • Collaborators
    • Home
    • Selected Publications
    • Courses Taught
    • Collaborators
  • Home
  • Selected Publications
  • Courses Taught
  • Collaborators
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Analytics Accelerator (CME 271)

Focus on statistical methods in biomedicine through the lens of COVID-19 datasets

  • Winter 2021 [course website]

Introduction to Machine Learning (CME 250)

I developed this Stanford course and taught (or co-taught) it five times.

  • Winter 2015 [course website]
  • Spring 2015 [course website]
  • Fall 2015 [course website]
  • Winter 2016 [course website]
  • Spring 2016 [course website]

Introduction to Deep Learning (XCME 011)

I co-taught this Stanford summer workshop on neural networks over three years. 

  • 2017 [syllabus] 
  • 2018 [course page] 
  • 2019 [syllabus]

Fundamentals of Machine Learning (Summer Short Course)

I developed this full-time, one-week Stanford short course and co-taught it twice.

  • 2014 [course website] 
  • 2015 [course website] 

Invited Workshops

2018: Fundamentals of Data Science ICME @ Santiago 

Pontificia Universidad Católica de Chile (UC), Santiago, Chile [course website]


2015: Machine Learning Workshop 

SIAM Geosciences Conference [workshop website]

Teaching machine learning at Pontificia Universidad Católica de Chile (UC) in Santiago de Chile (2018).

© Alex Ioannidis. All Rights Reserved.