Data Science at Home

In this episode, we sit down with Ryan Smith, Founder of QFunction LLC, to explore how AI and machine learning are revolutionizing cybersecurity. With over 8 years of experience, including work at NASA's Jet Propulsion Laboratory, Ryan shares insights on the future of threat detection and prevention, the challenges businesses face in maintaining effective cybersecurity, and the ethical considerations of AI implementation. Learn about cost-effective strategies for small businesses, the importance of collaboration in combating cyber threats, and how QFunction tailors its AI solutions to meet diverse industry needs.   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. QFunction  does cybersecurity differently. By relying on scientific breakthroughs in AI and machine learning, QFunction works within your existing security stack to detect anomalies and threats within your data   References QFunction Blog Threat Hunting Firewall Logs Threat Hunting Linux Logs QFunction GitHub

In this last episode of the series "Rust in the Cosmos" we speak about what happens in space, what projects are currently active and what happened in the past that we can learn from? What about Rust and space applications? As always,  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 Intrepid AI, AeroRust, Bytenook Intrepid AI Discord https://discord.gg/cSSzche6Ct Intrepid AI website: https://intrepid.ai AeroRust Discord invite: https://discord.com/invite/6jJyx5nEUq  AeroRust website: AeroRust.org   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

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

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  

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.

Join Frag, Jim, and guest Mike, a software executive and avid game developer, as they explore the transformative role of AI in game development. They discuss the potential of AI in revolutionizing game design, streamlining development cycles, and enhancing player experiences. Topics include AI applications in asset creation, code assistance, gameplay, GameGPT framework, balancing automation with creativity, and valuable insights for developers.

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! 😄)

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

Join us in a dynamic conversation with Yori Lavi, Field CTO at SQream, as we unravel the data analytics landscape. From debunking the data lakehouse hype to SQream's GPU-based magic, discover how extreme data challenges are met with agility. Yori shares success stories, insights into SQream's petabyte-scale capabilities, and a roadmap to breaking down organizational bottlenecks in data science. Dive into the future of data analytics with SQream's commitment to innovation, leaving legacy formats behind and leading the charge in large-scale, cost-effective data projects. Tune in for a dose of GPU-powered revolution!   References SQream - GPU-based Big Data Platform   Patents Assigned to SQREAM TECHNOLOGIES LTD

OpenAI CEO firing in December 2023 and the subsequent reinstatement of Sam Altman. Discussion on OpenAI's ownership structure, Microsoft's influence, and the winners and losers in the situation. The podcast also explores predictions for 2024 and the importance of AI safety and the impact of AGI.