Learn Julia

Understanding a Pandemic you own this product

This project is part of the liveProject series Learn Julia in Three Small Projects
prerequisites
basic mathematics and statistics (mathematical operations, logical reasoning) • basics of programming (data structures, arrays, dictionaries, loops, functions) • basics of Julia data structures and functions
skills learned
plot in Julia • visualize data • manipulate data with dataframes
Joris Limonier
1 week · 4-6 hours per week · BEGINNER
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liveProject This project is part of the liveProject series Learn Julia in Three Small Projects liveProjects give you the opportunity to learn new skills by completing real-world challenges in your local development environment. Solve practical problems, write working code, and analyze real data—with liveProject, you learn by doing. These self-paced projects also come with full liveBook access to select books for 90 days plus permanent access to other select Manning products. $17.99 $29.99 you save $12 (40%)
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Look inside

In this liveProject, your task is to help fight a (fictional) global pandemic. You’ll gain hands-on experience plotting in Julia as you estimate new cases per day. You'll understand the affect of several measures through plot-analysis and basic time-series forecasting. Finally, you'll deduce what the best measures are, determine and predict their effects, and report your findings to decision-makers.

This project is designed for learning purposes and is not a complete, production-ready application or solution.

book resources

When you start your liveProject, you get full access to the following books for 90 days.

project author

Joris Limonier
Joris Limonier has worked at the Unit of Research in Computer Science at the University of Luxembourg and has a strong background in Julia, Python for data science, LaTeX, and Swift. He’s earned degrees in mathematics, data science, and artificial intelligence. To share his passion for Julia, he creates Julia content including YouTube videos and open-source projects on GitHub.

prerequisites

The liveProject is for programmers with a basic understanding of Julia data structures and functions. To begin these liveProjects you’ll need to be familiar with the following:


TOOLS
  • Jupyter Notebook or Notebooks in VS Code
  • Loops in Julia
  • Functions
TECHNIQUES
  • Basic mathematics and statistics (mathematical operations, logical reasoning)
  • Basics of programming (data structures, arrays, dictionaries, loops, functions)

you will learn

In this liveProject, you’ll model, predict and present the effects of several measures.


  • Plot in Julia
  • Visualize data
  • Manipulate data using dataframes

features

Self-paced
You choose the schedule and decide how much time to invest as you build your project.
Project roadmap
Each project is divided into several achievable steps.
Get Help
While within the liveProject platform, get help from other participants and our expert mentors.
Compare with others
For each step, compare your deliverable to the solutions by the author and other participants.
book resources
Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.
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