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    • Research
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  • Research
  • Courses Taught
  • Engagement
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CME 271: Comp. & Math Engineering, Analytics Accelerator

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

  • Winter 2022 [coming soon!]
  • Winter 2021 [course website]

XCME 011: Comp. & Math Engineering, Introduction to Deep Learning

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

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

Intermediate Topics in Deep Learning (Comp. & Math Engineering, summer)

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

  • 2021 [syllabus]

CME 250: Comp. & Math Engineering, Introduction to Machine Learning

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

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

Above, teaching machine learning at Pontificia Universidad Católica de Chile (UC) in Santiago de Chile (2018).

© Alex Ioannidis. All Rights Reserved.