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    • Home
    • Research
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  • Home
  • Research
  • Courses Taught
  • Engagement
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BME 205 Bioinformatics Models and Algorithms

University of California, Santa Cruz required graduate course covering key algorithms of computational biology.

  • Fall 2024

BME 110 Computational Biology Tools

University of California, Santa Cruz undergraduate course introducing computational biology methods.

  • Winter 2025
  • Winter 2024

BIODS 295 Generative AI in Healthcare

Stanford graduate course on generative artificial intelligence (AI), and its applications in the healthcare domain.

BIODS 201 / BIOMEDIN 201 Biomedical Data Science Seminar

Stanford Medical School graduate seminar on topics in Biomedical Informatics.

  • Summer 2023

CME 271 Computational & Mathematical Engineering, Analytics Accelerator

Stanford Engineering graduate course focusing on computational projects in precision medicine.

  • Winter 2022
  • Winter 2021 [course website]

XCME 011 Computational & Mathematical Engineering, Intro to Deep Learning

Stanford summer workshop on neural networks for professionals and graduate students. 

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

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

Stanford summer workshop on deep learning for professionals and graduate students. 

  • 2021 [syllabus]

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

Stanford Engineering course that I developed and taught (or co-taught) 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.

© Alex Ioannidis. All Rights Reserved.

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