YoVDO

Computational Modeling in Julia with Applications to the COVID-19 Pandemic

Offered By: JuliaAcademy

Tags

Julia Courses Data Science Courses Data Analysis Courses Markov Chains Courses Computational Modeling Courses

Course Description

Overview

Learn about how to do computational modeling in the Julia programming language with applications focused on the COVID-19 Pandemic.


Syllabus

  1. Welcome
  2. Data Analysis
  3. Modeling Exponential Growth
  4. Stochastic Thinking
  5. Random Walk Models
  6. Characterizing Variability
  7. User Defined Types
  8. Markov Chains
  9. Continuous Random Variables
  10. Exponential Distribution
  11. Differential Equations
  12. Optimization and Linear Regression
  13. Networks

Taught by

Alan Edelman & David Sanders

Related Courses

Social Network Analysis
University of Michigan via Coursera Intro to Algorithms
Udacity Data Analysis
Johns Hopkins University via Coursera Computing for Data Analysis
Johns Hopkins University via Coursera Health in Numbers: Quantitative Methods in Clinical & Public Health Research
Harvard University via edX