SE Radio 594: Sean Moriarity on Deep Learning with Elixir and Axon

SE Radio 594: Sean Moriarity on Deep Learning with Elixir and Axon

Sean Moriarity, creator of the Axon deep learning framework, co-creator of the Nx library, and author of Machine Learning in Elixir and Genetic Algorithms in Elixir, published by the Pragmatic Bookshelf, speaks with SE Radio host Gavin Henry about what deep learning (neural networks) means today. Using a practical example with deep learning for fraud detection, they explore what Axon is and why it was created. Moriarity describes why the Beam is ideal for machine learning, and why he dislikes the term "neural network." They discuss the need for deep learning, its history, how it offers a good fit for many of today's complex problems, where it shines and when not to use it. Moriarity goes into depth on a range of topics, including how to get datasets in shape, supervised and unsupervised learning, feed-forward neural networks, Nx.serving, decision trees, gradient descent, linear regression, logistic regression, support vector machines, and random forests. The episode considers what a model looks like, what training is, labeling, classification, regression tasks, hardware resources needed, EXGBoost, Jax, PyIgnite, and Explorer. Finally, they look at what's involved in the ongoing lifecycle or operational side of Axon once a workflow is put into production, so you can safely back it all up and feed in new data. Brought to you by IEEE Computer Society and IEEE Software magazine. This episode sponsored by Miro.

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SE Radio 713: Héctor Ramón Jiménez on Building a GUI library in Rust

SE Radio 713: Héctor Ramón Jiménez on Building a GUI library in Rust

Héctor Ramón Jiménez, creator of iced, an Elm-inspired, cross-platform GUI toolkit for Rust, speaks with SE Radio host Gavin Henry about building a GUI library in Rust. Héctor discusses why he created...

25 Maalis 59min

SE Radio 712: Dan Lorenc on Sigstore

SE Radio 712: Dan Lorenc on Sigstore

Dan Lorenc, co-founder and CEO of Chainguard, joins host Priyanka Raghavan to explore Sigstore and its role in securing the software supply chain. They unpack the challenges of supply chain security, ...

18 Maalis 39min

SE Radio 711: Scott Hanselman on AI-Assisted Development Tools

SE Radio 711: Scott Hanselman on AI-Assisted Development Tools

Scott Hanselman, the VP of Developer Community at Microsoft, speaks with host Jeremy Jung about AI-assisted coding. They start by considering how the tools are a progression from syntax highlighting a...

11 Maalis 1h 2min

SE Radio 710: Marc Brooker on Spec-Driven AI Dev

SE Radio 710: Marc Brooker on Spec-Driven AI Dev

Marc Brooker, VP and Distinguished Engineer at AWS, joins host Kanchan Shringi to explore specification-driven development as a scalable alternative to prompt-by-prompt "vibe coding" in AI-assisted so...

4 Maalis 1h 3min

SE Radio 709: Bryan Cantrill on the Data Center Control Plane

SE Radio 709: Bryan Cantrill on the Data Center Control Plane

Bryan Cantrill, the co-founder and CTO of Oxide Computer company, speaks with host Jeremy Jung about challenges in deploying hardware on-premises at scale. They discuss the difficulty of building up S...

26 Helmi 1h 5min

SE Radio 708: Jens Gustedt on C in 2026

SE Radio 708: Jens Gustedt on C in 2026

Jens Gustedt, author of Modern C, senior scientist at the French National Institute for Computer Science and Control (INRIA), deputy director of the ICube lab, and former co-editor of the ISO C standa...

19 Helmi 59min

SE Radio 707: Subhajit Paul on ERP Automation and AI

SE Radio 707: Subhajit Paul on ERP Automation and AI

In this episode, Subhajit Paul joins SE Radio host Kanchan Shringi to discuss how enterprise resource planning (ERP) systems work in practice and where machine learning and generative AI are beginning...

12 Helmi 59min

SE Radio 706: Yechezkel "Chez" Rabinovich on Observability Tool Migration Techniques

SE Radio 706: Yechezkel "Chez" Rabinovich on Observability Tool Migration Techniques

Yechezkel "Chez" Rabinovich, CTO and co-founder at Groundcover, joins SE Radio host Brijesh Ammanath to discuss the key challenges in migrating observability toolsets. The episode starts with a look a...

4 Helmi 39min

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