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
• 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

Explore key concepts and tools in machine learning, from data representation to neural networks, with a focus on the Julia programming language and Flux.jl library.

• JuliaAcademy
• On-Demand
• Free Online Course

Learn to manipulate tabular data efficiently in Julia using DataFrames.jl. Master data loading, grouping, and experiment data collection for effective data analysis and management.

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

Learn to build and train neural networks using Flux.jl, exploring its basics, applications in deep learning, and practical implementation for handwriting recognition.

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

Learn strategies for optimizing single-core performance and explore parallel computing techniques including multithreading, distributed computing, and GPU utilization.

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

Explore machine learning applications in visual Q&A, handwriting recognition, sentiment analysis, language modeling, and image classification using Knet.

• 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