JuliaAcademy Courses

This course curriculum is designed with the objective of enabling beginner level programmers in getting up to speed with Julia

• JuliaAcademy
• 1-2 hours worth of material
• Self paced
• Free Online Course

Data, Methods, and Visualizations for Data Science in Julia

• JuliaAcademy
• 15-16 hours worth of material
• Self paced
• Free Online Course

A course for people who are hesitant but curious about learning to write code in Julia.

• JuliaAcademy
• Self paced
• Free Online Course

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

• JuliaAcademy
• 13-14 hours worth of material
• Self paced
• Free Online Course

Syllabus: Motivation; Representing Data with Models; Building Models; Model Complexity; What is Learning?; What are Neurons?; Flux.jl, the Elegant Julia Machine Learning Library ;

• JuliaAcademy
• Self paced
• Free Online Course

In-memory tabular data in Julia: http://juliadata.github.io/DataFrames.jl/stable/

• JuliaAcademy
• 16-17 hours worth of material
• Self paced
• Free Online Course

Syllabus: Flux Basics - Why Flux?- Building Deep Learning Models - Intro- Introduction to Flux (21:16) Using Flux - Introduction to Neural Networks (16:58)- Deep Learning with Flux (29:41)- Recognizing handwriting with a neural network (27:37)

• JuliaAcademy
• 1-2 hours worth of material
• Self paced
• Free Online Course

Syllabus: Introduction - Introduction (10:24)- Performance Overview (27:16) Optimizing Single-Core Performance - Serial Performance (43:49)- Single Instruction, Multiple Data (27:36) Parallel Strategies - Multithreading (52:04)- Parallel Algorithm Desi…

• JuliaAcademy
• 4-5 hours worth of material
• Self paced
• Free Online Course

Syllabus: Welcome to the world of Machine Learning - Introduction- Visual Question and Answering- Handwriting Recognition in Julia- Sentiment Analysis- Language Modeling- Image Classification

• JuliaAcademy
• Self paced
• Free Online Course

How to build and solve decision making problems using the POMDPs.jl ecosystem of packages

• JuliaAcademy
• 10-11 hours worth of material
• Self paced
• Free Online Course