Episodes
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Episode 21: Behind The Scenes of JuliaCon 2022 With Valentin Churavy
August 19th, 2022 | 54 mins 53 secs
juliacon 2022
Valentin Churavy joins us to talk about the challenges facing organizers of virtual conferences and what he and the JuliaCon 2022 organizers did to meet those challenges and pull off a successful virtual conference.
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Episode 20: From BASIC to Julia: Viral Shah's Julia Journey
May 23rd, 2022 | 1 hr 4 mins
basic, julia, numerical computing, viral shah
Viral Shah, one of the co-creators of the Julia language, join hosts David and Randy to talk about how he got into programming, what led him and his fellow co-creators to create Julia, and his thoughts on the present state and future of the language.
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Episode 19: Is Julia Better Than JAX For Machine Learning?
May 16th, 2022 | 48 mins 22 secs
jax, julia inclusive, pomdps.jl, truthtables.jl
David and Randy respond to an article that makes the case for JAX over Julia for machine learning, particularly when applied to solving differential equations.
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Episode 18: Plotting in Julia (Plots.jl, GadFly.jl, and More)
April 30th, 2022 | 37 mins 51 secs
gadfly.jl, plots.jl, plotting, vegalite.jl
David and Randy explore Julia's plotting ecosystem and discuss plotting in Julia using Plots.jl, GadFly.jl, VegaLite.jl, and more.
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Episode 17: Julia for Data Analysis (with Bogumił Kamiński)
April 22nd, 2022 | 1 hr 5 mins
bogumił kamiński, dataframes.jl, julia for data analysis
Bogumił Kamiński discusses his new book Julia For Data Analysis (Manning) and his work on the DataFrames.jl package.
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Episode 16: Fast Optimization Using JuMP.jl (with Miles Lubin)
April 15th, 2022 | 45 mins 22 secs
jump.jl, miles lubin, optimization
JuMP.jl is a an optimization library written entirely in the Julia language. And it's FAST!
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Episode 15: The Julia REPL is AMAZING (with Miguel Raz)
April 8th, 2022 | 47 mins 59 secs
julia repl, juliacon, miguel raz
Once you experience the Julia REPL, it's hard to go back to anything else.
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Episode 14: Making New Math With Julia and Christy.jl
April 1st, 2022 | 43 mins 6 secs
christy.jl, graph theory, math
Talk Julia co-host Randy Davila talks about his automated conjecturing program Christy.jl and how he uses it to generate new research problems in graph theory and mathematics using artificial intelligence.
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Episode 13: Serving the Julia Community With Logan Kilpatrick
March 25th, 2022 | 53 mins 35 secs
logan kilpatrick
Logan Kilpatrick discusses his role at the Julia Project, his journey to becoming a Julia developer, and his thoughts on how we can better serve the Julia community and help boost adoption.
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Episode 12: Easy Input and Beautiful Output With Julia
March 18th, 2022 | 33 mins 13 secs
figlet.jl, file io, filesystem, term.jl
This week on Talk Julia, David and Randy share and explore resources from around the Julia community all about file input and output and beautiful terminal output.
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Episode 11: Setting Up VS Code for Julia
March 12th, 2022 | 36 mins 15 secs
julia vs code extension, juliamono font, visual studio code, vs code
Visual Studio Code (VS Code) is a popular code editor from Microsoft, and the Julia VS Code extension makes working with Julia in VS Code a real treat.
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Episode 10: Deep Neural Networks in Julia with Flux.jl
March 5th, 2022 | 36 mins 57 secs
deep learning, flux.jl, tensorboard, tensorboardlogging.jl
David and Randy explore deep neural networks in Julia using Flux.jl.
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Episode 9: Learning Flux.jl From a Tensorflow Background
February 25th, 2022 | 36 mins 21 secs
flux.jl, machine learning
Flux.jl is Julia's elegant machine learning library, but its API is a little different than Tensorflow or PyTorch.
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Episode 8: Getting Started With Reinforcement Learning in Julia
February 18th, 2022 | 28 mins 52 secs
juliacon 2022, machine learning, reinforcement learning, reinforcement learning.jl
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Episode 7: Are These The Best Julia Packages?
February 11th, 2022 | 32 mins 30 secs
dataframes, javis, machine learning, revise
This week we asked Julia Twitter what their favorite Julia packages are, and the responses don't disappoint! We picked two packages to investigate this week: Randy dives into DataFrames.jl and David explores the amazing Revise.jl package.
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Episode 6: Exploring Graphs.jl and JuMP.jl in Julia
February 4th, 2022 | 27 mins 11 secs
graph theory, music, optimization
David and Randy explore graph theory with Julia and share some of the projects that our listeners are building with Julia.