Data Science at Home

Francesco Gadaleta

Technology, AI, machine learning and algorithms. Come join the discussion on Discord! https://discord.gg/4UNKGf3 read less

Our Editor's Take

Francesco Gadaleta, the host of the podcast Data Science at Home, might have a Ph.D. in computer engineering. But that doesn't mean he thinks the field is only for people with formal education. In fact, Francesco Gadaleta started his podcast in 2015 because he did not think so.

The host treated the show as an experiment for the first year. He wanted to force himself to summarize academic papers on air. He sought to outline and explain complex concepts in AI and machine learning. The goal was to make the ideas accessible to those who would have never bothered reading them. He wanted the material to be understandable to both technical and non-technical readers. As the Data Science at Home podcast gained listeners, the host realized it was more than an experiment. He wanted to help people understand the industry by sharing his years of knowledge. He could use the podcast to teach others about data science with him and other experts.

Other than his extensive education, Gadaleta's experience speaks for itself. He was the chief data Officer at Abe AI and founded Amethix Technologies. His work ranges from FinTech to big pharma, big data, bioinformatics, and podcasting.

His wide knowledge is evident in the podcast. Topics of the episodes range from applied mathematics to neural networks. The host talks about the history of data science alongside environment-conscious AI. There are discussions about trends and new developments. But there is also actionable advice for others in the field on improving and growing.

Listeners will hear how to decode certain information and avoid some traps. Data Science at Home won't help people learn the subject from scratch. It's an excellent additive for those already in the trenches. New episodes of Data Science at Home debut several times a month.

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Episodes

Rust in the Cosmos Part 4: What happens in space? (Ep. 257)
Jun 1 2024
Rust in the Cosmos Part 4: What happens in space? (Ep. 257)
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/datascienceIntrepid 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/cSSzche6CtIntrepid AI website: https://intrepid.aiAeroRust Discord invite: https://discord.com/invite/6jJyx5nEUq AeroRust website: AeroRust.org   References Workshop https://github.com/AeroRust/nanosat-workshopEmbassy - https://github.com/embassy-rs/embassySoftware based fault redundancy, (Errata: it's not from NASA) : https://ieeexplore.ieee.org/document/1402092Whitehouse paper for memory safe languages https://www.whitehouse.gov/wp-content/uploads/2024/02/Final-ONCD-Technical-Report.pdf
Rust in the Cosmos Part 3: Embedded programming for space (Ep. 256)
May 10 2024
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/datascienceIntrepid 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.orgIntrepid AI Discord https://discord.gg/cSSzche6CtIntrepid AI website: https://intrepid.ai   References Workshop https://github.com/AeroRust/nanosat-workshopEmbassy - https://github.com/embassy-rs/embassySoftware based fault redundancy, (Errata: it's not from NASA) : https://ieeexplore.ieee.org/document/1402092Whitehouse paper for memory safe languages https://www.whitehouse.gov/wp-content/uploads/2024/02/Final-ONCD-Technical-Report.pdf
Rust in the Cosmos Part 2: testing software in space (Ep. 255)
Apr 19 2024
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/datascienceIntrepid 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.orgIntrepid AI Discord https://discord.gg/cSSzche6CtIntrepid 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-actionhttps://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
Money, Cryptocurrencies, and AI: Exploring the Future of Finance with Chris Skinner [RB] (Ep. 246)
Dec 11 2023
Money, Cryptocurrencies, and AI: Exploring the Future of Finance with Chris Skinner [RB] (Ep. 246)
In this captivating podcast episode, join renowned financial expert Chris Skinner as he delves into the fascinating realm of the future of money. From cryptocurrencies to government currencies, the metaverse to artificial intelligence (AI), Skinner explores the intricate interplay between technology and humanity. Gain valuable insights as he defines the future of money, examines the potential impact of cryptocurrencies on traditional government currencies, and addresses the advantages and disadvantages of digital currencies. Delve into the complex issues of regulation and governance in the context of emerging financial technologies, and discover Skinner's unique perspective on the metaverse and its implications for the future of money and technology. Brace yourself for an enlightening discussion on the integration of AI in the financial sector and its potential impact on humanity. Tune in to explore the cutting-edge concepts that shape our financial landscape and get a glimpse of what lies ahead.   You can read about Chris at https://thefinanser.com/   Sponsors This episode is sponsored by Setapp.  Setapp is a platform that combines 230+ powerful MacOS and iOS apps and tools under one $9.99 subscription. Their selection of apps is mostly helpful for people who use their Macs as an actual working tool, covering complete use cases like coding, designing, project and time management and so on. Once subscribed, you get full access to paid features of the apps, as well as to new apps that are being constantly added. So you’ll always be sure you’re not missing out on any cool apps and services that actually help you do your work more efficiently for just a fraction of the price. Get 7 days for free at https://stpp.co/dsat
Debunking AGI Hype and Embracing Reality [RB] (Ep. 245)
Dec 4 2023
Debunking AGI Hype and Embracing Reality [RB] (Ep. 245)
In this thought-provoking episode, we sit down with the renowned AI expert, Filip Piekniewski, Phd, who fearlessly challenges the prevailing narratives surrounding artificial general intelligence (AGI) and the singularity. With a no-nonsense approach and a deep understanding of the field, Filip dismantles the hype and exposes some of the misconceptions about AI, LLMs and AGI. Join us as we delve into the real-world implications of AI, separating fact from fiction, and gaining a firm grasp on the tangible possibilities of AI advancement. If you're seeking a refreshingly pragmatic perspective on the future of AI, this episode is an absolute must-listen.   Filip Piekniewski Bio Filip Piekniewski is a distinguished computer vision researcher and engineer, specializing in visual object tracking and perception. He approaches machine learning with a pragmatic mindset, recognizing its current limitations. Filip earned his Ph.D. from Warsaw University, where he explored neuroscience and later joined Brain Corporation in San Diego. His extensive study of neuroscience inspired him to develop innovative, bio-inspired machine learning architectures. Filip's unique blend of scientific curiosity and software engineering expertise allows him to quickly prototype and implement new ideas. He is known for his realistic perspective on AI, debunking AGI hype and focusing on tangible advancements.   Sponsors Finally, a better way to do B2B research. NewtonX The World’s Leading B2B Market Research Company Explore the Complex World of Regulations. Compliance can be overwhelming. Multiple frameworks. Overlapping requirements. Let Arctic Wolf be your guide. Check it out at https://arcticwolf.com/datascience 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.   References https://twitter.com/filippie509http://blog.piekniewski.info/ (On limits of deep learning and where to go next with AI.)