JuliaAcademy Courses

Foundations of Machine Learning. The Elegant Julia Machine Learning Library. The Julia Language for Machine Learning, or JML.jl, is available for free on the JMSL website. The JML library can be downloaded for free from the JML website.

• JuliaAcademy
• On-Demand
• Free Online Course

In-memory tabular data in Julia: http://juliadata.github.io/DataFrames.jl/stable/ grotesquely.Intro to DataFrames: "Environment setup," "Working With Text Files," "Grouping Data Frames," "Collecting Experiments Data In a Data Frame," "Next Steps"

• JuliaAcademy
• 16-17 hours
• On-Demand
• Free Online Course

Flux Basics - Why Flux?- Building Deep Learning Models - Intro- Introduction to Flux (21:16) - Using Flux to Recognize Handwriting with a neural network (27:37) - Deep Learning with Flux with a Neural Network (29:41)

• JuliaAcademy
• 1-2 hours
• On-Demand
• Free Online Course

. The talk will focus on parallel algorithms, co-routines, and distributed computing. It will also discuss how to optimize single-Core and single-core performance. The full talk will be available online at: http://www.cnn.com/2013/09/01/30/17/graphics-gr…

• JuliaAcademy
• 4-5 hours
• On-Demand
• 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
• On-Demand
• Free Online Course

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

• JuliaAcademy
• 10-11 hours
• On-Demand
• Free Online Course

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

• JuliaAcademy
• 1-2 hours
• On-Demand
• Free Online Course

Data, Methods, and Visualizations for Data Science in Julia

• JuliaAcademy
• 15-16 hours
• On-Demand
• Free Online Course

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

• JuliaAcademy
• On-Demand
• 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
• On-Demand
• Free Online Course