JuliaAcademy Courses

Decision Making Under Uncertainty with POMDPs.jl

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

Julia for Data Science

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Data, Methods, and Visualizations for Data Science in Julia

Julia Programming for Nervous Beginners

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

Introduction to Julia (for programmers)

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

Computational Modeling in Julia with Applications to the COVID-19 Pandemic

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

Parallel Computing

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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 Design (14:53)- Tasks (Co-routines) (19:23)- Distributed Computing (66:23)- GPUs (30:33)

Introduction to DataFrames.jl (v1.1.1)

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