Julia Scientific Programming

30 reviews

Learn Julia, a high-performance language for scientific computing, in a 4-week course by the University of Cape Town. Gain skills in programming, data scraping, and using Julia packages.

• Coursera
• 19 hours
• On-Demand
• Free Online Course (Audit)

Julia for Beginners in Data Science

46 ratings at Coursera

Learn Julia for data science with Coursera Project Network. This hands-on course covers syntax, data cleaning, and exploratory analysis using real-world datasets.

• Coursera
• 2-3 hours
• On-Demand
• Paid Course

Linear Regression and Multiple Linear Regression in Julia

16 ratings at Coursera

Learn linear and multiple linear regression using Julia with Coursera Project Network. Code along with real-world stock market data and get a handy Jupyter notebook reference guide.

• Coursera
• 2-3 hours
• On-Demand
• Paid 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

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

Julia

Join Exercism’s Julia Track for access to 52 exercises with automatic analysis of your code and personal mentoring, all 100% free.

• Exercism
• 6-8 weeks, 4-6 hours a week
• On-Demand
• Free Online Course

Master the Julia programming language in a 3-week course, tackling real-world problems through three projects: building a stock tracker, modeling a pandemic, and using Longest Common Subsequences.

• Independent
• 3 weeks, 4-6 hours a week
• On-Demand
• Free Online Course