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Adventures in Julia IR - Plundering Core.Compiler

Explore Julia's typed intermediate representation (IR) and learn to implement custom optimization passes, extending compiler capabilities beyond conventional metaprogramming techniques.
- YouTube
- 29 minutes
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Real Time ODEs for Sound Synthesis and Parameter Exploration - JuliaCon 2024

Explore real-time ODEs for sound synthesis and parameter analysis using Julia, combining visual and auditory representations to unveil dynamical system behaviors and control parameters.
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- 26 minutes
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State of Julia's SciML Ecosystem - Current Status and Future Directions

Comprehensive overview of Julia's SciML ecosystem, highlighting maturity levels of various packages, current development focus, and future directions in scientific machine learning and differential equations.
- YouTube
- 31 minutes
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JSOSuite.jl - One-Stop Solution for Optimization

Explore JSOSuite.jl, a comprehensive optimization package offering automatic solver selection, research-level algorithms, and flexible modeling interfaces for various problem types in Julia.
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What's the Plan? Task Planning for Robots - JuliaCon 2024

Explore task planning for robots using Julia's features to efficiently handle complex knowledge bases and action sequences in goal-oriented scenarios.
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- 27 minutes
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Developing Supercomputing Geoscience Applications Using Julia

Explore modular Julia packages for accelerating geocomputing, enabling high-performance stencil codes that scale from laptops to GPU-accelerated supercomputers for geoscience applications.
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MATLAB to Julia: Practical Examples for MATLAB Developers

Explore practical examples of transitioning from MATLAB to Julia, covering plotting, file handling, control systems, and package development for experienced MATLAB users.
- YouTube
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Secure Numerical Computations Using Fully Homomorphic Encryption

Explore secure cloud computing with homomorphic encryption using Julia packages. Learn to protect sensitive data while performing numerical computations on untrusted systems.
- YouTube
- 33 minutes
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- Free Video
A Fast and Flexible CFD Solver with Heterogeneous Execution - JuliaCon 2024

Explore WaterLily.jl: a fast, flexible CFD solver for CPUs and GPUs. Learn about its meta-programming approach, performance, and potential for ML integration and differentiability.
- YouTube
- 22 minutes
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Using Julia as Part of an Anomaly Detection Pipeline

Explore Julia's role in anomaly detection pipelines, integrating data analysis, algorithm development, and real-time processing with Java-based web applications for efficient business solutions.
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DiskArrays.jl for Working with Large Disk-Based ND-Arrays

Efficient handling of large disk-based arrays in Julia using DiskArrays.jl. Learn about the AbstractDiskArray interface and its benefits for scientific data formats and downstream packages.
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- 26 minutes
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Cognitive Computational Modeling Made Easy with Julia

Explore cognitive computational modeling using Julia, featuring ActionModels.jl for flexible simulations and HierarchicalGaussianFiltering.jl for advanced learning and perception models.
- YouTube
- 28 minutes
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What's New with Turing.jl and Its Ecosystem

Explore updates to Turing.jl, a probabilistic programming framework in Julia for Bayesian inference, and its expanding ecosystem of modular packages for enhanced usability and extensibility.
- YouTube
- 32 minutes
- On-Demand
- Free Video
New Ways to Compile Julia - JuliaCon 2024

Explore innovative compilation techniques for Julia, including a new compiler driver and modes for generating smaller binaries with optimized assumptions.
- YouTube
- 30 minutes
- On-Demand
- Free Video
NetSurvival.jl - A Glimpse into Relative Survival Analysis

Explore relative survival analysis in cancer studies using NetSurvival.jl, a Julia package offering fast, reliable tools for extracting net survival curves and integrating with StatsModels.jl API.
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