173 episodi

Programming Throwdown educates Computer Scientists and Software Engineers on a cavalcade of programming and tech topics. Every show will cover a new programming language, so listeners will be able to speak intelligently about any programming language.

Programming Throwdown Patrick Wheeler and Jason Gauci

    • Istruzione
    • 4,0 • 1 valutazione

Programming Throwdown educates Computer Scientists and Software Engineers on a cavalcade of programming and tech topics. Every show will cover a new programming language, so listeners will be able to speak intelligently about any programming language.

    172: Transformers and Large Language Models

    172: Transformers and Large Language Models

    172: Transformers and Large Language Models

    Intro topic: Is WFH actually WFC?
    News/Links:
    Falsehoods Junior Developers Believe about Becoming Seniorhttps://vadimkravcenko.com/shorts/falsehoods-junior-developers-believe-about-becoming-senior/Pure PursuitTutorial with python code: https://wiki.purduesigbots.com/software/control-algorithms/basic-pure-pursuit Video example: https://www.youtube.com/watch?v=qYR7mmcwT2w PID without a PHDhttps://www.wescottdesign.com/articles/pid/pidWithoutAPhd.pdfGoogle releases Gemmahttps://blog.google/technology/developers/gemma-open-models/
    Book of the Show
    Patrick: The Eye of the World by Robert Jordan (Wheel of Time)https://amzn.to/3uEhg6vJason: How to Make a Video Game All By Yourselfhttps://amzn.to/3UZtP7b
    Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h

    Tool of the Show
    Patrick: Stadia Controller Wifi to Bluetooth Unlockhttps://stadia.google.com/controller/index_en_US.htmlJason: FUSE and SSHFShttps://www.digitalocean.com/community/tutorials/how-to-use-sshfs-to-mount-remote-file-systems-over-ssh
    Topic: Transformers and Large Language Models
    How neural networks store informationLatent variablesTransformersEncoders & DecodersAttention LayersHistoryRNNVanishing Gradient ProblemLSTMShort term (gradient explodes), Long term (gradient vanishes)Differentiable algebraKey-Query-ValueSelf AttentionSelf-Supervised Learning & Forward ModelsHuman FeedbackReinforcement Learning from Human FeedbackDirect Policy Optimization (Pairwise Ranking)



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    • 1h 26 min
    171: Compilers and Interpreters

    171: Compilers and Interpreters

    Intro topic: Monitor setups
    News/Links:
    BlueScuti, Willis, beats Tetrishttps://www.youtube.com/watch?v=GuJ5UuknsHUPalWorld accused of being an AI Producthttps://www.forbes.com/sites/paultassi/2024/01/22/palworld-accused-of-using-genai-with-no-evidence-so-far/?sh=26a9651b42394 Billion if-statements to determine if a number is even or oddhttps://andreasjhkarlsson.github.io/jekyll/update/2023/12/27/4-billion-if-statements.htmlSeamless M4Thttps://ai.meta.com/blog/seamless-m4t/
    Book of the Show
    Patrick:Foundation by Isaac Asimovhttps://amzn.to/3SrmgnPJason: Propaganda by Edward Bernayshttps://amzn.to/47JUCXJ
    Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h

    Tool of the Show
    Patrick: The Room Gamehttps://www.fireproofgames.com/games/the-roomJason:Incredibuildhttps://www.incredibuild.com/
    Topic: Compilers and Interpreters (Request by Jessica W.)
    Machine CodeArchitecture SpecificAssemblySingle vs Two Pass CompilerHigh level LanguagesIntermediate RepresentationJVM ByteCode vs Machine Code for portabilityScripting/InterpretersJITProfile Guided OptimizationResourceshttps://www.craftinginterpreters.com/https://nandgame.com/Turing Complete


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    • 1h 25 min
    170: 2023 Holiday Special Live

    170: 2023 Holiday Special Live

    Predictions:Jason 
    VR for WorkLowering AI training cost/ improved efficiencyRISC-V takeoff
    Patrick
    Ai claim of AGIAi peer reviewerAi Video GeneratorMore space vehicles reaching orbit
    Early career, finding role at FAANG, liaising vs shipping code. Startup?
    3 part. 1. How and when current hype for AI will end? 2. Shape of the show 3. Upcoming in tech
    What are essential programmer knowledge items?
    CS Student, how to organize life and goals? What purpose life should serve?
    What kind of programmer were you in college?
    Happy Holidays!


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    • 1h 38 min
    169: HyperLogLog

    169: HyperLogLog

    Intro topic: Testing your car battery
    News/Links:
    Tech Layoffs still going onhttps://www.sfchronicle.com/tech/article/google-layoffs-california-companies-18465600.php Real-time dreamy Cloudscapes with Volumetric Raymarchinghttps://blog.maximeheckel.com/posts/real-time-cloudscapes-with-volumetric-raymarching/Robot Rascalshttps://en.wikipedia.org/wiki/Robot_Rascals Meta Quest 3 https://www.theverge.com/23906313/meta-quest-3-review-vr-mixed-reality-headsetBook of the Show
    Patrick:HyperLogLog Paperhttps://static.googleusercontent.com/media/research.google.com/en//pubs/archive/40671.pdf Jason: Eureka! NVIDIA Research Breakthrough Puts New Spin on Robot Learning https://blogs.nvidia.com/blog/2023/10/20/eureka-robotics-research/ Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h

    Tool of the Show
    Patrick: Techtonica: https://store.steampowered.com/app/1457320/Techtonica/ Jason:ESP32 development board: https://amzn.to/3Qpmb20 WEMOS

    Topic: HyperLogLog
    MotivationCardinality CountingLinearCountingHash + expectation of collision based on how fullBloom FilterLogLogUse first N bits as bucketUse max sequential 0s in each bucketAverageHyperLogLogHandle empty bucketsUse correction factor like linear counting for low counts (number of empty buckets) and high countsDistributing
    Transfer bucket counts


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    • 1h 29 min
    168: Godot

    168: Godot

    Intro topic: What are expectations on developers that have nothing to do with programming
    News/Links:
    Pushing for a lower dev estimate is like negotiating weather with a Meteorologisthttps://smartguess.is/blog/your-estimate-is-less-than-that/Announcing python in excelhttps://techcommunity.microsoft.com/t5/excel-blog/announcing-python-in-excel-combining-the-power-of-python-and-the/ba-p/38934397 Habits of Highly Effective Software Engineershttps://makingsmallercircles.com/articles/7-habits-of-highly-effective-software-engineers/Raspberry pi 5 begins shippinghttps://www.phoronix.com/news/Raspberry-Pi-5-ShippingBook of the Show
    Patrick:Harry Potter and the Sorcerer's Stone Illustrated Editionhttps://amzn.to/3St3L35Jason: The Pete and Sebastian Showhttps://podcasts.apple.com/us/podcast/the-pete-and-sebastian-show/id570256898Patreon Plug https://www.patreon.com/programmingthrowdown?ty=h

    Tool of the Show
    Patrick: Obsidianobsidian.mdJason:Ink by Inklehttps://github.com/inkle/ink
    Topic: Godot
    What is a game engine?Graphics, animation, particle effectsTilemapsEntity component systemsPhysicsSoundI/OInput handling (touchscreen, joystick)GDScriptWhy use a game engine?PortabilityAllow for testing individual components of the gameLibraries for ads, in-app-purchasesGodotOpen sourceFocused on 2-D but now many 3-D featuresGreat development environmentAI HeroStarted in phaser (development rut)Moved to Godot, rapid prototyping


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    • 1h 28 min
    167: Desktop User Interfaces

    167: Desktop User Interfaces

    Intro topic: Jogging Metrics
    News/Links:
    Unholy LLMhttps://huggingface.co/Undi95/Unholy-v1-12L-13B The reverse red herring  https://www.blameless.com/blog/the-reverse-red-herringThe "ens–tification" of TikTokhttps://www.wired.com/story/tiktok-platforms-cory-doctorow/ Response letter to Godot is not the new Unityhttps://sampruden.github.io/posts/godot-is-not-the-new-unity/https://gist.github.com/reduz/cb05fe96079e46785f08a79ec3b0ef21Book of the Show
    Patrick:Math Games with Bad Drawings by Ben Orlinhttps://amzn.to/48qlg9AJason: The Invisible Hook: The Hidden Economics of Pirateshttps://amzn.to/3LChBffPatreon Plug https://www.patreon.com/programmingthrowdown?ty=h

    Tool of the Show
    Patrick: Factorio (Desktop Game)Jason:AI Hero (iOS and Android)

    Topic: Desktop user interfaces
    What is a user interface?Web and Mobile UI toolkitsDesktop optionsQtCross platform, custom UI elementsQt creator, code generatorWxWidgetsCross platform, uses native UI elements WxFormDesigner, code generationCan look different on different operating systemsElectronLocal nodejs webserverHtml/JavaScript technologyRequires interprocess communication to use other languages  Jupyter notebooksMathematica-like notebook Not for distribution StreamlitPython to web compilerGame EnginesUnity, Godot, UnrealTips for building desktop UIUI is slow (startup time, interaction time)Separate the UI from the engine & business logic


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    • 1h 26 min

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