254 episodes

Artificial Intelligence, algorithms and tech tales that are shaping the world

Data Science at Home Francesco Gadaleta

    • Technology
    • 4.2 ‱ 73 Ratings

Artificial Intelligence, algorithms and tech tales that are shaping the world

    Rust in the Cosmos Part 3: Embedded programming for space (Ep. 256)

    Rust in the Cosmos Part 3: Embedded programming for space (Ep. 256)

    In this episode of "Rust in the Cosmos" we delve into the challenges of building embedded applications for space. Did you know that once you ship your app to space... you can't get it back? :P
    What role is Rust playing here? Let's find out ;)
     
    Sponsors
    Arctic Wolf Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience
    Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
    Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance.
     
    Communities
    AeroRust, Intrepid, Bytenook
    AeroRust Discord invite: https://discord.com/invite/6jJyx5nEUq 
    AeroRust website: AeroRust.org
    Intrepid AI Discord https://discord.gg/cSSzche6Ct
    Intrepid AI website: https://intrepid.ai
     
    References
    Workshop https://github.com/AeroRust/nanosat-workshop
    Embassy - https://github.com/embassy-rs/embassy
    Software based fault redundancy, (Errata: it's not from NASA) : https://ieeexplore.ieee.org/document/1402092
    Whitehouse paper for memory safe languages https://www.whitehouse.gov/wp-content/uploads/2024/02/Final-ONCD-Technical-Report.pdf

    • 44 min
    Rust in the Cosmos Part 2: testing software in space (Ep. 255)

    Rust in the Cosmos Part 2: testing software in space (Ep. 255)

    In this episode of "Rust in the Cosmos" we delve into the challenge of testing software for... ehm ... space
    How can Rust help? Let's find out ;)
     
    Sponsors
    Arctic Wolf Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience
    Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
    Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance.
     
    Communities
    AeroRust, Intrepid, Bytenook
    AeroRust Discord invite: https://discord.com/invite/6jJyx5nEUq 
    AeroRust website: AeroRust.org
    Intrepid AI Discord https://discord.gg/cSSzche6Ct
    Intrepid AI website: https://intrepid.ai
     
    References
    Open-source
    GitHub workflows/actions - https://docs.github.com/en/actions 
    Gitlab CI - https://docs.gitlab.com/ee/ci/ 

    Alternatives
    Circle ci - https://circleci.com/ 
    Travis http://travis-ci.com 

    Dagger.io - https://dagger.io
    Actionshttps://github.com/dtolnay/rust-toolchain 
    https://github.com/taiki-e/install-action
    https://github.com/marketplace/actions/install-cargo-binstall 

    Additional tools:https://github.com/nextest-rs/nextest 
    https://github.com/cargo-bins/cargo-binstall

    Jon Gjengset - Towards Impeccable Rust 
    Lechev.space: lechev.space

     

    • 32 min
    Rust in the Cosmos Part 1: Decoding Communication (Ep. 254)

    Rust in the Cosmos Part 1: Decoding Communication (Ep. 254)

    In this inaugural episode of "Rust in the Cosmos," we delve into the intricacies of communication in space and some of the challenges in space application development.
     
    Sponsors
    Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
    Amethix works to create and maximize the impact of the world’s leading corporations and startups, so they can create a better future for everyone they serve. We provide solutions in AI/ML, Fintech, Defense, Robotics and Predictive maintenance.

    • 26 min
    AI and Video Game Development: Navigating the Future Frontier (Ep. 253)

    AI and Video Game Development: Navigating the Future Frontier (Ep. 253)

    In this episode we delve into the dynamic realm of game development and the transformative role of artificial intelligence (AI). Join Frag, Jim and Mike as they explore the current landscape of game development processes, from initial creative ideation to the integration of AI-driven solutions. With Mike's expertise as a software executive and avid game developer, we uncover the potential of AI to revolutionize game design, streamline development cycles, and enhance player experiences. Discover insights into AI's applications in asset creation, code assistance, and even gameplay itself, as we discuss real-world implementations and cutting-edge research. From the innovative GameGPT framework to the challenges of balancing automation with human creativity, this episode offers valuable perspectives and practical advice for developers looking to harness the power of AI in their game projects. Don't miss out on this insightful exploration at the intersection of technology and entertainment!
     
    Sponsors
    Intrepid AI (https://intrepid.ai) is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
     
    References
    https://mikeyoung44.itch.io/spacefreighter - Itch.io link to play the game
    https://discord.gg/yaXgYZ5Ymn - Discord server for the game
    https://aimodels.substack.com/ - Mike’s newsletter (links to website too)
     
     

    • 47 min
    Kaggle Kommando's Data Disco: Laughing our Way Through AI Trends (Ep. 252)

    Kaggle Kommando's Data Disco: Laughing our Way Through AI Trends (Ep. 252)

    In this episode, join me and the Kaggle Grand Master, Konrad Banachewicz, for a hilarious journey into the zany world of data science trends. From algorithm acrobatics to AI, creativity, Hollywood movies, and music, we just can't get enough. It's the typical episode with a dose of nerdy comedy you didn't know you needed. Buckle up, it's a data disco, and we're breaking down the binary!
     
    Sponsors
    Intrepid AI is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
    Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience
     
    🔗 Links Mentioned in the Episode:
    Generative AI for time series: TimeGPT Documentation
    Lag-llama: GitHub (Note: The benchmark results on this one are pretty horrible)
    Open source LLM: Olmo Blog Post
    Quantization for LLM: Hugging Face Guide
    And finally, don't miss Konrad's Substack for more nerdy goodness! (If you're there already, be there again! 😄)

    • 42 min
    Revolutionizing Robotics: Embracing Low-Code Solutions (Ep. 251)

    Revolutionizing Robotics: Embracing Low-Code Solutions (Ep. 251)

    In this episode of Data Science at Home, we explore the game-changing impact of low-code solutions in robotics development. Discover how these tools bridge the coding gap, simplify integration, and enable trial-and-error development. We'll also uncover challenges with traditional coding methods using ROS. Join us for a concise yet insightful discussion on the future of robotics!
    Sponsors
    Intrepid AI is an AI assisted all-in-one platform for robotics teams. Build robotics applications in minutes, not months.
    Learn what the new year holds for ransomware as a service, Active Directory, artificial intelligence and more when you download the 2024 Arctic Wolf Labs Predictions Report today at arcticwolf.com/datascience

    • 19 min

Customer Reviews

4.2 out of 5
73 Ratings

73 Ratings

zerolagtime ,

Still Need A Degree

I have a BS in Computer Science. I've taken my share of math, including classes on statistics, graph theory, and optimization. I can barely keep up because my day job doesn't put me near this material. If I was working on my Masters in CS, this is great stuff. If I was trying to adapt existing projects to Big Data, this really helps me avoid some traps and pitfalls. It also helps me decode lingo from software vendors to find the liars. What it won't do is teach you Data Science.
I'd get lost for hours if Francesco uploaded his script to his blog with links to projects, papers, and products. It is a very dense lecture though that pulls valuable experiences into one place. Between that and the great improvements to the production process, I'm going to keep listening and gleaning.
In late 2019, Francesco turned the mic over to a friend with a soap box that rightly attacked recommender algorithms, but it stepped way far away from a technical, improvisational interview. Francesco has finally started to realize that ML is easily abused and I look forward to his leadership in guiding the ML industry in better methods to avoid traps imposed by data owners on their analysts.

dynobridge ,

Baseless cynicism

I was hopeful because I seek out opinions that counter the hype, but all I heard were contrarian takes for the sake of being different.

Olivertwenty1 ,

Impressively Clear!

Kudos. Super clear. A refreshing find.

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