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Series 08

README.md

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Repository for the Series 08 | Intro to Scientific Computing in Julia YouTube Playlist.

  • [08x01] Intro to Scientific Computing in Julia (no code)
  • [08x02] Julia Performance Tips and Tools | How to use @time, @profile, @profview, @profview_allocs
  • [08x03] Intro to Julia Multi-Threading | How to use the Threads.@threads macro
  • [08x04] Intro to Julia Multi-Processing (It's not the same as Multi-Threading!)
  • [08x05] Julia Image Processing (Mandelbrot Set) on CPU and GPU using Images.jl, CUDA.jl and Pluto
  • [08x06] Calculus using Julia Automatic Differentiation | ForwardDiff.jl, ReverseDiff.jl and Pluto
  • [08x07] Calculus using Julia Numerical Integration | QuadGK.jl, ForwardDiff.jl and Pluto
  • [08x08] Graph Theory in Julia using Graphs.jl, GraphRecipes.jl, SimpleWeightedGraphs.jl and VS Code
  • [08x09] Symbolic Computation in Julia using Symbolics.jl, SymbolicNumericIntegration.jl and Pluto
  • [08x10] Intro to Probabilistic Programming in Julia using Turing.jl and Pluto
  • [08x11] What is Probabilistic Programming? (same code as [08x10])
  • [08x12] Intro to SciML
  • [08x13] Real-Time Fluid Dynamics Simulation in Julia using Waterlily.jl, GLMakie.jl and VS Code