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Harvard University

Courses and sample materials:

  • Mathematical Elements of Artificial Intelligence (Summer 2025).
  • Math 21b: Linear Algebra and Differential Equations (Spring 2025).
  • Mathematical Elements of Artificial Intelligence (Summer 2024).
  • Mathematical Modeling for Life Sciences (Summer 2024).
  • Math21a: Multivariable Calculus (Spring 2024).
  • Mathematical Elements of Artificial Intelligence (Summer 2023).
  • Mathematical Modeling for Life Sciences (Summer 2023).
  • Math21a: Multivariable Calculus (Spring 2023).
  • Math21a: Multivariable Calculus (Fall 2022)
  • Mathematical Elements of Artificial Intelligence (Summer 2022).
  • Math21b: Differential Equations (Spring 2022).
  • Math1b: Integration, Series and Differential Equations (Fall 2021).
  • Math21a: Multivariable Calculus (Fall 2021).

Harvard

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Ukrainian Biological Data Science Summer School

Courses and sample materials:

  • Machine Learning Lecture Series (Summer 2025). Introduction to Machine Learning algorithms with an emphasis in biology. Topics covered range from PCA, linear and logistic regressions to neural networks. The course was taught in Python.

UBDS

Boston University

Courses and sample materials: Teaching Seminar (Spring 2017):
BostonUni

School of Molecular and Theorerical Biology

The School of Molecular and Theoretical Biology is aimed for highschool students interested in science in general and specifically in Biology. Students combine small biology-realted projects with other free-topic courses. This is some material from past courses:

  • Easy Nets (Summer 2021). An introduction to neural networks and convolutions through the basics of multivariate function calculus in Python.
  • Topological Data Analysis in Python (Summer 2019). Topological understanding of persistent homology and applications in Python.
  • Fractals, Chaos and Dynamical Systems (Summer 2016). Complex dynamical systems using Python. From iterative maps to plots of Mandelbrot and Julia sets.

SMTB