Scaling machine learning with clusters and GPUs (Ep. 134)

Let's finish this year with an amazing episode about scaling ML with clusters and GPUs. Kind of as a continuation of Episode 112 I have a terrific conversation with Aaron Richter from Saturn Cloud about, well, making ML faster and scaling it to massive infrastructure. Aaron can be reached on his website https://rikturr.com and Twitter @rikturr   Our Sponsor Saturn Cloud is a data science and machine learning platform for scalable Python analytics. Users can jump into cloud-based Jupyter and Dask to scale Python for big data using the libraries they know and love, while leveraging Docker and Kubernetes so that work is reproducible, shareable, and ready for production. Try Saturn Cloud for free at https://saturncloud.io  Twitter: @saturn_cloud    

What is data ethics? (Ep. 133)

What is data ethics? In this episode I have an interesting chat with Denny Wong from FaqBot and Muna.   Our Sponsor Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.   References Denny's Twitter profile The data ethics awareness workshop for AI practitioners

A Standard for the Python Array API (Ep. 132)

Our Links Come join me in our Discord channel speaking about all things data science. Subscribe to the official Newsletter and never miss an episode Follow me on Twitch during my live coding sessions usually in Rust and Python Our Sponsors ProtonMail offers a simple and trusted solution to protect your internet connection and access blocked or restricted websites. All of ProtonMail and ProtonVPN’s apps are open source and have been inspected by cybersecurity experts, and Proton is based in Switzerland, home to some of the world’s strongest privacy laws Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business. References https://data-apis.org/blog/announcing_the_consortium https://data-apis.github.io/array-api/latest/ https://github.com/data-apis/python-record-api

What happens to data transfer after Schrems II? (Ep. 131)

In this episode Adam Leon Smith, CTO of DragonFly and expert in data regulations explains some of the consequences of Schrems II and data transfers from EU to US.   For very interesting references and a practical example, subscribe to our Newsletter    

Test-First Machine Learning [RB] (Ep. 130)

Our Links Come join me in our Discord channel speaking about all things data science. Subscribe to the official Newsletter and never miss an episode Follow me on Twitch during my live coding sessions usually in Rust and Python   Our Sponsors ProtonMail offers a simple and trusted solution to protect your internet connection and access blocked or restricted websites. All of ProtonMail and ProtonVPN’s apps are open source and have been inspected by cybersecurity experts, and Proton is based in Switzerland, home to some of the world’s strongest privacy laws Amethix use advanced Artificial Intelligence and Machine Learning to build data platforms and predictive engines in domain like finance, healthcare, pharmaceuticals, logistics, energy. Amethix provide solutions to collect and secure data with higher transparency and disintermediation, and build the statistical models that will support your business.