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The Julia Programming Language

Why I Use Julia for Quantum Computing

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Explore the intersection of quantum computing and Julia programming in this 58-minute keynote address from JuliaCon 2024. Delve into various hardware platforms and quantum algorithms, presented in a manner accessible to classical computing experts. Exami…
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1 Lesons
58 minutes
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Free-Video
The Julia Programming Language

Advancements in Peridynamics.jl for Dynamic Fracture Simulations

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Explore the latest advancements in Peridynamics.jl for dynamic fracture simulations in this 25-minute conference talk presented at JuliaCon 2024. Dive into the nonlocal continuum formulation of Peridynamics, which uses integro-differential equations to m…
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1 Lesons
25 minutes
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Free-Video
The Julia Programming Language

Jet Reconstruction in Julia - JuliaCon 2024

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Explore jet physics and reconstruction algorithms in Julia, comparing performance with FastJet and discussing potential for broader clustering applications.
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1 Lesons
31 minutes
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Free-Video
The Julia Programming Language

Sustainable Development of Stencil-based HPC Applications - JuliaCon 2024

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Explore sustainable HPC application development using Julia packages for stencil-based computations, achieving scalable performance and portability across diverse hardware architectures.
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1 Lesons
11 minutes
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Free-Video
The Julia Programming Language

TulipaEnergyModel.jl: An Efficient and Flexible Energy Model

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Explore an efficient, flexible optimization model for electricity markets and energy sector coupling, featuring graph theory for adaptable representation and customizable time resolutions.
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1 Lesons
15 minutes
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Free-Video
The Julia Programming Language

NeuroTree - A Differentiable Tree Operator for Tabular Data

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Explore NeuroTree, a differentiable tree operator for tabular data, addressing traditional tree limitations through simultaneous node learning and built-in ensemble techniques.
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1 Lesons
12 minutes
On-Demand
Free-Video
The Julia Programming Language

What's Next for Transducers.jl - JuliaCon 2024

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Explore the future of Transducers.jl, a Julia package for efficient data transformation. Learn about its unique features, current challenges, and upcoming improvements for enhanced performance and usability.
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1 Lesons
26 minutes
On-Demand
Free-Video
The Julia Programming Language

Language 1.5 Revisited - The Julia Programming Language Spectrum

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Explore the "1.5 language problem" in Julia programming, analyzing prototyping vs. efficient code styles and proposing solutions for bridging the gap between high-level and low-level development.
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2 Lesons
29 minutes
On-Demand
Free-Video
The Julia Programming Language

SyslabCC - An AOT Compiler for Type-stable Julia Programs

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Explore SyslabCC, an AOT compiler for type-stable Julia programs. Learn about its features, benefits, and potential impact on Julia programming performance.
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2 Lesons
21 minutes
On-Demand
Free-Video
The Julia Programming Language

Fast, Elegant, Set-oriented Numerical Analysis Using GAIO.jl

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Explore GAIO.jl for fast, elegant set-oriented numerical analysis in Julia. Learn to compute attractors, leverage multiple dispatch, and utilize GPU acceleration for enhanced performance.
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1 Lesons
27 minutes
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Free-Video
The Julia Programming Language

Introducing DMRjulia v1.0 - Tensor Network Computations in Julia

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Explore DMRjulia v1.0, a tensor network library for quantum systems modeling. Learn design principles, hardware optimization, and cutting-edge research applications in this comprehensive introduction.
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1 Lesons
28 minutes
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Free-Video
The Julia Programming Language

Projector Monte Carlo and Exact Diagonalization with Rimu.jl

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Explore quantum many-body physics with Rimu.jl: implement projector Monte Carlo, perform exact diagonalization, and extend models using Julia's speed and flexibility.
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1 Lesons
30 minutes
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Free-Video
The Julia Programming Language

Training Llama 2 in Julia - Scaling Large Language Models

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Explore scaling techniques for training large neural networks like Llama2 using Julia, including multi-GPU parallelization and fine-tuning methods for efficient model adaptation.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Julia Programming Language

How Climate Economics Domain Experts Use an Embedded DSL - JuliaCon 2024

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Explore how climate economics experts utilize an embedded DSL for modeling, uncovering key themes and design considerations for future domain-specific languages in research.
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1 Lesons
12 minutes
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Free-Video
The Julia Programming Language

Efficient, Composable Solver for Non-Equilibrium Flows - JuliaCon 2024

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Explore an adaptive mesh refinement solver for non-equilibrium flows, balancing efficiency and accuracy in complex fluid dynamics simulations using Julia's powerful ecosystem.
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1 Lesons
10 minutes
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Free-Video
The Julia Programming Language

PPTX.jl: Automatic Generation of PowerPoint Presentations in Julia

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Explore PPTX.jl, an open-source Julia package for automatic PowerPoint generation, bridging data presentation with corporate familiarity. Learn its features and applications in business settings.
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1 Lesons
11 minutes
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Free-Video
The Julia Programming Language

Building Confidently in Julia with Interface Driven Design

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Explore interface-driven design in Julia to build robust, composable systems. Learn to leverage tools, implement functional code styles, and create uniform testing structures for improved productivity and reliability.
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1 Lesons
26 minutes
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Free-Video
The Julia Programming Language

Forecasting Mental Wellness of Students Using Julia

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Explore forecasting techniques for student mental wellness using Julia. Learn to analyze academic, social, and environmental factors impacting mental health through data-driven approaches and predictive modeling.
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1 Lesons
12 minutes
On-Demand
Free-Video
The Julia Programming Language

Ray.jl - Julia Runtime and Client for the Ray Compute Framework

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Explore Ray.jl, a Julia client for the Ray compute framework. Learn about distributed computing, implementation challenges, and real-world applications in scaling workloads.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Julia Programming Language

Gradients for Everyone: A Quick Guide to Autodiff in Julia

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Explore automatic differentiation in Julia, comparing approaches with Python frameworks and learning to make code differentiable for various backends. Gain insights into forward and reverse modes, custom rules, and performance optimization.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Julia Programming Language

Docs, CI Tests, Error Messages, and Interfaces in Julia's SciML - JuliaCon 2024

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Explore SciML's infrastructure practices in Julia, covering documentation, testing, error handling, and benchmarking. Gain insights into scalable and reproducible numerical ecosystems for Julia developers.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Julia Programming Language

Enabling Spectral Indices Computation with SpectralIndices.jl

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Explore SpectralIndices.jl, a Julia package simplifying spectral indices computation in remote sensing. Learn its features, data compatibility, and user-friendly interface for efficient Earth system research analysis.
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1 Lesons
10 minutes
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Free-Video
The Julia Programming Language

Natural Science, Computer Modeling and Literate Programming

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Explore literate programming techniques for enhancing reproducibility in scientific research, focusing on Entangled's approach to synchronizing code and documentation in natural science modeling.
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1 Lesons
11 minutes
On-Demand
Free-Video
The Julia Programming Language

RayTraceHeatTransfer.jl: 2D Enclosure Radiative Heat Transfer - JuliaCon 2024

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Explore radiative heat transfer in 2D enclosures using RayTraceHeatTransfer.jl. Master Monte Carlo ray tracing, Exchange Factor matrices, and the Zonal Method for efficient problem-solving in high-temperature environments and engineering applications.
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1 Lesons
12 minutes
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Free-Video
The Julia Programming Language

Modern CI/CD Machine Learning Workflows Using Julia

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Explore streamlined machine learning workflows in Julia, integrating package development principles and MLflow for robust, reproducible, and scalable model creation and management.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Julia Programming Language

Attractors.jl - Next-Gen Multi-Stability Analysis for Dynamical Systems

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Explore next-gen stability analysis in dynamical systems with Attractors.jl. Discover multistability detection, global stability quantification, and extendable interfaces for advanced applications in Julia.
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1 Lesons
33 minutes
On-Demand
Free-Video
The Julia Programming Language

Finite Element Modeling of Magnetic Fields in Julia

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Explore finite element modeling of magnetic fields using Julia in this TU Delft master course. Implement mathematical models and collaborate on real-world projects with industry partners.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Julia Programming Language

GreenSpeed: Sustainable Chemical Synthesis Right from the Start

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Explore GreenSpeed, an innovative Julia-based application for calculating sustainability KPIs in chemical synthesis. Learn how it integrates lab data, visualizes material flow, and empowers informed decision-making for greener production practices.
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1 Lesons
29 minutes
On-Demand
Free-Video

Julia Programming with Machine Learning Tutorials

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Comprehensive introduction to Julia for machine learning, covering installation, basic programming concepts, and data science applications.
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4 Lesons
1 hour 30 minutes
On-Demand
Free-Video

The Julia Computer Language

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Learn Julia programming language fundamentals, data structures, control flow, functions, and data visualization with Gadfly. Practical medical statistics project included.
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73 Lesons
8 hours
On-Demand
Free-Video

Julia

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Learn Julia programming for data analysis, statistics, and linear algebra. Covers databases, plotting, environments, and advanced mathematical concepts with practical tutorials.
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23 Lesons
10 hours
On-Demand
Free-Video
Derek Banas

Julia Tutorial

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Comprehensive introduction to Julia programming, covering essential concepts and advanced topics for mathematically-inclined developers seeking a fast, versatile language.
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20 Lesons
58 minutes
On-Demand
Free-Video

Julia for Beginners

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Learn Julia programming from scratch: variables, arrays, control flow, functions, algorithms, and more. No prior experience needed. Includes practical projects and advanced concepts.
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13 Lesons
6 hours
On-Demand
Free-Video
The Julia Programming Language

Julia for High-Performance Computing - JuliaCon 2022

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Explore Julia's capabilities for high-performance computing through expert talks on scalability, GPU support, MPI integration, and real-world applications in scientific and engineering domains.
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13 Lesons
2 hours 20 minutes
On-Demand
Free-Video
The Julia Programming Language

Julia in Astronomy and Astrophysics Research - JuliaCon 2022

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Explore how Julia enhances astronomical research through talks on instrument simulation, stellar modeling, exoplanet characterization, cosmology, and more. Discover Julia's impact on productivity and scientific advancement in astronomy.
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9 Lesons
2 hours 58 minutes
On-Demand
Free-Video
The Julia Programming Language

Interactive Data Visualizations with Makie.jl - JuliaCon 2022 Workshop

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Comprehensive workshop on Makie.jl: create complex interactive visualizations, master layouts, handle observables, and understand Makie's architecture. Includes live coding projects and practical implementation techniques.
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22 Lesons
2 hours 44 minutes
On-Demand
Free-Video
The Julia Programming Language

MDPs - Markov Decision Processes - Decision Making Under Uncertainty Using POMDPs.jl

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Explore Markov Decision Processes and decision-making under uncertainty using POMDPs.jl. Learn about MDPs, Grid World, solvers, reinforcement learning, and visualization techniques in Julia.
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34 Lesons
49 minutes
On-Demand
Free-Video
The Julia Programming Language

Web App Development with Genie.jl in Julia - Tutorial and Demo

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Comprehensive tutorial on building web applications with Genie.jl, covering MVC structure, database integration, templating, REST APIs, and advanced features like authentication and plugins in Julia.
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33 Lesons
2 hours 30 minutes
On-Demand
Free-Video
The Julia Programming Language

Julia for Biologists - A Perspective on Speed, Abstraction, and Metaprogramming

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Explore Julia's potential in biology: speed, abstraction, and metaprogramming for data analysis, modeling, and research. Learn practical examples and discover the Julia ecosystem for biologists.
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21 Lesons
38 minutes
On-Demand
Free-Video
The Julia Programming Language

Unleashing Algebraic Metaprogramming in Julia with Metatheory.jl

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Explore Metatheory.jl for algebraic metaprogramming in Julia, covering e-graphs, equality saturation, and applications in symbolic computing, category theory, and compiler optimizations.
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18 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

JuliaSim: Machine Learning Accelerated Modeling and Simulation

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Explore JuliaSim: Accelerate modeling and simulation with machine learning. Learn about fast differential equation solvers, neural network integration, and surrogate models for enhanced computational efficiency.
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19 Lesons
30 minutes
On-Demand
Free-Video
The Julia Programming Language

Easy and Featureful Parallelism with Dagger.jl - JuliaCon 2021

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Explore advanced parallelism in Julia with Dagger.jl, offering GPU execution, fault tolerance, and efficient resource utilization. Learn through practical examples and discover its powerful features.
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16 Lesons
28 minutes
On-Demand
Free-Video
The Julia Programming Language

The State of Julia in 2021 - JuliaCon Keynote

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Comprehensive overview of Julia's progress in 2021, covering threading, compiler improvements, linear algebra advancements, package updates, and future development plans.
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32 Lesons
43 minutes
On-Demand
Free-Video
The Julia Programming Language

Cedar: A Composable ML Accelerated Analog Circuit Simulator

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Explore Cedar, a novel Julia-based analog circuit simulator, offering composability, ML acceleration, and seamless integration with the Julia ecosystem for advanced circuit design and optimization.
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22 Lesons
26 minutes
On-Demand
Free-Video
The Julia Programming Language

Julia in VS Code - New Features and Enhancements

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Explore new features in Julia VS Code extension: Jupyter integration, plot gallery, debugger improvements, and package release tools for enhanced development experience.
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10 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

Survey of the Julia General Registry: Code, Documentation, and Testing

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Explore Julia's General registry: package sizes, licenses, docs, tests, CI, and contributors. Learn to analyze packages with PackageAnalyzer.jl for ecosystem insights.
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10 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

Pluto.jl - One Year Later: New Features and Future Plans

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Explore Pluto.jl's latest features and future plans for interactive Julia notebooks, focusing on improvements in usability, package management, and export capabilities.
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11 Lesons
26 minutes
On-Demand
Free-Video
The Julia Programming Language

Changing Physics Education with Julia

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Revolutionizing physics education by integrating Julia programming, focusing on nonlinear dynamics. Demonstrates how coding enhances understanding, introduces interactive applications, and discusses benefits of real-world exercises.
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16 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

Julia: Great Language or the Greatest Language - Keynote by Jan Vitek

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Keynote explores Julia's design, implementation, and performance, covering subtyping algorithms, type stability, and JIT compilation. Insights into language evolution and scientific programming revolution.
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31 Lesons
50 minutes
On-Demand
Free-Video
The Julia Programming Language

Tomographic Image Reconstruction with Julia

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Explore Julia's capabilities for tomographic image reconstruction, focusing on large-scale inverse problems and matrix-free methods. Learn about package ecosystems for different imaging techniques.
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23 Lesons
27 minutes
On-Demand
Free-Video
The Julia Programming Language

Dictionaries.jl - Improved Productivity and Performance in Julia

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Explore Dictionaries.jl for enhanced Julia productivity: alternative interface, data manipulation tools, implementation insights, and applications in tabular data with keys.
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11 Lesons
27 minutes
On-Demand
Free-Video
The Julia Programming Language

Agents.jl and the Next Chapter in Agent-Based Modelling

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Explore Agents.jl for complex system modeling: learn its philosophy, simplicity, performance, interactivity, and integration with Julia ecosystem. Discover the future of agent-based modeling.
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8 Lesons
26 minutes
On-Demand
Free-Video
The Julia Programming Language

Introduction to Metaprogramming in Julia - JuliaCon 2021 Workshop

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Comprehensive workshop on Julia metaprogramming, covering expressions, macros, and code generation. Ideal for intermediate users seeking to enhance their programming skills and create domain-specific languages.
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18 Lesons
2 hours 59 minutes
On-Demand
Free-Video
The Julia Programming Language

Package Development: Improving Engineering Quality and Latency - JuliaCon 2021 Workshop

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Aprenda a melhorar a qualidade e reduzir a latência no desenvolvimento de pacotes Julia, usando ferramentas avançadas para detectar e corrigir problemas de desempenho e robustez.
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7 Lesons
3 hours 4 minutes
On-Demand
Free-Video
The Julia Programming Language

A Mathematical Look at Electronic Structure Theory - JuliaCon 2021 Workshop

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Explore density-functional theory and numerical techniques for solving it using Julia. Learn about discretization, solution algorithms, and practical implementation with hands-on coding exercises.
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9 Lesons
3 hours 1 minute
On-Demand
Free-Video
The Julia Programming Language

Statistics with Julia from the Ground Up - JuliaCon 2021 Workshop

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Learn statistical applications in Julia through hands-on examples, covering probability, data manipulation, plotting, and modeling. Ideal for R users transitioning to Julia for data science and machine learning.
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24 Lesons
3 hours
On-Demand
Free-Video
The Julia Programming Language

GPU Programming in Julia - Workshop

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Comprehensive workshop on GPU programming in Julia, covering CUDA, AMDGPU, and oneAPI packages. Explores array operations, kernel programming, profiling, and real-world applications across different GPU architectures.
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27 Lesons
3 hours 5 minutes
On-Demand
Free-Video
The Julia Programming Language

Read and Manipulate Text Files in Julia - Week 4 Lesson 2

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Learn to process text files in Julia, transforming them into word arrays and analyzing content through word and phrase counting techniques.
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7 Lesons
30 minutes
On-Demand
Free-Video
The Julia Programming Language

User-Defined Functions in Julia - Week 2 Lesson 3

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Learn to create and use custom functions in Julia, enhancing your programming skills with practical examples and essential debugging techniques.
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6 Lesons
28 minutes
On-Demand
Free-Video
The Julia Programming Language

Discrete and Continuous Mathematics - MIT Computational Thinking Spring 2021 - Lecture 14

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Explore discrete and continuous mathematics, bridging concepts through indexing, function evaluation, area calculation, and random walks in computational thinking.
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9 Lesons
54 minutes
On-Demand
Free-Video
The Julia Programming Language

Random Walks in Computational Thinking - Lecture 12

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Explore random walks in computational thinking, covering visualization, Julia concepts, benchmarking, and advanced topics like mutable structs and type parameters.
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12 Lesons
55 minutes
On-Demand
Free-Video
The Julia Programming Language

Random Variables as Types - Lecture 11

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Explore random variables as types in Julia programming, covering Gaussian distributions, sampling, abstract types, and generic programming for probability distributions.
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18 Lesons
51 minutes
On-Demand
Free-Video
The Julia Programming Language

Modeling with Stochastic Simulation - Lecture 10

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Explore stochastic simulation modeling using Julia, covering individual-based models, failure visualization, string interpolation, Bernoulli variables, and running simulations with practical examples.
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11 Lesons
55 minutes
On-Demand
Free-Video
The Julia Programming Language

Sampling and Random Variables in Julia - Lecture 9

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Explore random sampling, probability distributions, and data visualization techniques using Julia, covering topics from basic coin tosses to complex probability densities and histogram normalization.
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12 Lesons
56 minutes
On-Demand
Free-Video
The Julia Programming Language

Transformations - Composability and Linearity in Computational Thinking - Lecture 4

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Explore composability and linearity in transformations, focusing on image processing applications and advanced Julia programming techniques for vector-valued functions and linear/nonlinear transformations.
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12 Lesons
55 minutes
On-Demand
Free-Video
The Julia Programming Language

Transformations and Automatic Differentiation in Computational Thinking - Lecture 3

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Explore transformations and automatic differentiation in Julia, covering linear and non-linear transformations, function types, and applications in machine learning, with practical examples and visualizations.
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20 Lesons
54 minutes
On-Demand
Free-Video
The Julia Programming Language

Transforming Images and Image Processing Techniques - Lecture 2

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Explore image transformation techniques using Julia, including downsampling, linear combinations, convolutions, and filters. Learn about complexity, GPUs, and data structures in computational thinking.
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18 Lesons
53 minutes
On-Demand
Free-Video
The Julia Programming Language

Introduction to Arrays and Images in Computational Thinking - Lecture 1

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Explore computational thinking through image manipulation and array operations in Julia, with hands-on examples and an introduction to abstraction concepts.
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19 Lesons
58 minutes
On-Demand
Free-Video
The Julia Programming Language

Data Wrangling Techniques in Julia - Part 2 - Tom Kwong

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Explore advanced data wrangling techniques in Julia, covering reading, cleaning, tidying, analyzing, and visualizing data using two sample datasets for practical application.
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5 Lesons
48 minutes
On-Demand
Free-Video
The Julia Programming Language

Data Wrangling Techniques in Julia - Part 1 - Tom Kwong

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Comprehensive overview of data wrangling in Julia, covering ecosystem, workflow stages (read, clean, tidy, analyze, visualize), and DataFrames.jl resources for effective data science practices.
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11 Lesons
37 minutes
On-Demand
Free-Video
The Julia Programming Language

Understanding Structure in Data - Week 3

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Explore data structure analysis using Julia, covering matrix rank, data visualization, PCA, and building a simple recommendation engine. Gain practical insights into advanced data science concepts.
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12 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

Structure and Matrices in Julia Programming - Lecture 3

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Explore matrices, sparse structures, and SVD for image compression and computational thinking in Julia, with practical applications in machine learning and linear algebra.
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13 Lesons
33 minutes
On-Demand
Free-Video
The Julia Programming Language

Adventures in Computing - From Punch Cards to Differential Equations

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Prof Linda Petzold explores her journey in computational science, from punch cards to modern differential equations, highlighting key developments in numerical methods, stochastic simulations, and their applications in various fields.
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24 Lesons
50 minutes
On-Demand
Free-Video
The Julia Programming Language

State of Julia - JuliaCon 2020

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Comprehensive overview of Julia's progress, highlighting key developments in multithreading, infrastructure, ecosystem, and future plans, with insights on challenges and upcoming features.
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26 Lesons
40 minutes
On-Demand
Free-Video
The Julia Programming Language

DFTK - A Julian Approach for Simulating Electrons in Solids

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Introducing DFTK: A Julia package for density-functional theory simulations, offering flexibility for practical calculations and mathematical development in electronic structure research.
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20 Lesons
26 minutes
On-Demand
Free-Video
The Julia Programming Language

Loop Analysis and Vectorization in Julia - JuliaCon 2020

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Explore LoopVectorization.jl for efficient loop representation, cost modeling, and vectorization strategies in Julia, enhancing performance through intra-core parallelism and SIMD operations.
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15 Lesons
25 minutes
On-Demand
Free-Video
The Julia Programming Language

BinaryBuilder.jl - The Subtle Art of Binaries That Just Work

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Explore BinaryBuilder.jl for compiling binary libraries across Julia platforms. Learn to create build recipes, use the wizard, and contribute to Yggdrasil. Hands-on experience included.
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17 Lesons
2 hours 25 minutes
On-Demand
Free-Video
The Julia Programming Language

Developing Julia Packages

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Comprehensive guide to creating, testing, and contributing Julia packages. Covers development environments, continuous integration, version control, and open-source collaboration.
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20 Lesons
55 minutes
On-Demand
Free-Video
The Julia Programming Language

Interval Methods for Scientific Computing in Julia

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Explore interval methods for scientific computing in Julia, focusing on constraint propagation, global optimization, and root finding using IntervalConstraintProgramming.jl and IntervalArithmetic.jl packages.
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12 Lesons
37 minutes
On-Demand
Free-Video
The Julia Programming Language

What's Bad About Julia - Addressing Fundamental Issues

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Julia co-creator Jeff Bezanson discusses fundamental issues in the language, focusing on modularity, types, and method specificity rules, offering insights into potential solutions for a better programming experience.
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25 Lesons
31 minutes
On-Demand
Free-Video
The Julia Programming Language

Multi-threading in Julia with PARTR - JuliaCon 2019

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Explore multi-threading in Julia with PARTR, covering old and new features, future developments, and practical examples. Includes performance comparisons and Q&A on threading models and implementation details.
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22 Lesons
26 minutes
On-Demand
Free-Video
The Julia Programming Language

An Introduction to Julia for Beginners

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Comprehensive introduction to Julia programming, covering basics to advanced topics. Ideal for beginners with technical computing needs and experience in other languages.
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12 Lesons
1 hour 58 minutes
On-Demand
Free-Video
The Julia Programming Language

Flux - The Elegant Machine Learning Library for Julia

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Explore Flux, an intuitive machine learning library for Julia, featuring state-of-the-art performance, automatic differentiation, and innovative compiler technology for efficient and flexible ML development.
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30 Lesons
30 minutes
On-Demand
Free-Video
The Julia Programming Language

Shared Memory Parallelism in Julia with Multi-Threading - Parallel Depth-First Scheduling

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Explore efficient shared memory parallelism in Julia using multi-threading, focusing on nested parallelism and the parallel depth-first scheduling approach for improved performance.
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24 Lesons
27 minutes
On-Demand
Free-Video
The Julia Programming Language

Celeste.jl - Petascale Computing in Julia

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Explore Celeste.jl, a Julia-based project for petascale astronomical image analysis using Bayesian inference, showcasing Julia's power in high-performance computing and data science on supercomputers.
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42 Lesons
52 minutes
On-Demand
Free-Video
The Julia Programming Language

What's New in Trustworthy AI in Julia (Taija) - JuliaCon 2024

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Discover the latest developments in Julia's Trustworthy AI ecosystem, exploring advancements in model explainability, algorithmic recourse, uncertainty quantification, and Bayesian deep learning through the Taija framework.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Julia Programming Language

Improving the Life-Cycle of Tensor Algorithm Development with ITensors

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Explore advanced tensor algorithm development in Julia, focusing on generic programming strategies for efficient computation across CPU, GPU, and QPU architectures using the ITensors framework.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Julia Programming Language

Seamless Transition from Single-core Python to Julia Multi-GPU

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Discover how to transform single-core Python code into scalable Julia applications for GPU supercomputers, with focus on automatic verification and parallel computing optimization.
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1 Lesons
21 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Data Science with Julia - Hands-on Tutorial

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Hands-on tutorial exploring Julia for data science, covering interactive analysis, visualization, and machine learning algorithms. Equips participants to apply Julia in their own projects.
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1 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Julia for Python Programmers

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Hands-on introduction to Julia for scientific computing and data science, focusing on its efficiency and interactive capabilities for technical applications and scalable computing.
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1 Lesons
1 hour 55 minutes
On-Demand
Free-Video
The Julia Programming Language

Investigating Crimes Using Julia

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Explore forensic science using Julia, applying math and science concepts to solve crime puzzles. Learn to utilize Julia packages for data analysis, visualization, and complex problem-solving in criminal investigations.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Julia Programming Language

New Developments in BifurcationKit.jl - JuliaCon 2024

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Explore advancements in BifurcationKit.jl for analyzing periodic and homoclinic orbits, including new methods for bifurcation analysis and integration with other Julia packages.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Julia Programming Language

A Fast and Flexible CFD Solver with Heterogeneous Execution - JuliaCon 2024

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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.
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1 Lesons
22 minutes
On-Demand
Free-Video
Adobe

Creating an Inspiration Gallery with Adobe Capture and CC Libraries - Part 2

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Discover techniques for building and organizing a design inspiration library using Adobe tools, enhancing your creative process for future projects.
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7 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Adobe

Creating an Inspiration Gallery with Adobe Capture and CC Libraries - Part 1

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Discover techniques for building an inspiration library using Adobe Capture and CC Libraries. Learn to collect, organize, and utilize design inspiration for future projects with expert guidance.
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11 Lesons
1 hour 28 minutes
On-Demand
Free-Video

Learn Julia - Full Course for Absolute Beginners

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Comprehensive introduction to Julia programming, covering basics to advanced topics. Ideal for beginners, includes hands-on practice with VS Code and Pluto notebooks.
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31 Lesons
3 hours 54 minutes
On-Demand
Free-Video
The Julia Programming Language

Productive Parallel Programming with Dagger.jl - JuliaCon 2024 Workshop

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Learn to write fast, parallel Julia code using Dagger.jl. Explore various programming interfaces, build example programs, and gain insights into parallelism through logging and profiling capabilities.
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1 Lesons
3 hours 1 minute
On-Demand
Free-Video
The Julia Programming Language

Hierarchical Component-Based Modeling with ModelingToolkit.jl

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Explore hierarchical component-based modeling using ModelingToolkit.jl for efficient simulation of complex systems. Learn to build, simplify, and analyze large-scale models with Julia's SciML ecosystem.
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1 Lesons
2 hours 58 minutes
On-Demand
Free-Video
ACCU Conference

A Tour of Julia

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Explore Julia's high-performance capabilities, JIT compilation, and unique features like meta-programming and multiple dispatch. Learn how it combines Python-like productivity with C/C++-level performance.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
EmacsConf and Emacs hangouts

Edit Live Jupyter Notebook Cells with Emacs

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Edit live Jupyter notebook cells with Emacs using GhostText and Atomic Chrome. Learn setup, supported browsers, and precautions. Includes demos for Python and Julia code editing.
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13 Lesons
17 minutes
On-Demand
Free-Video