The mathematics of machine learning
· 38 min · Episode 152
Episode The mathematics of machine learning
Tivadar Danka is an educator and content creator in the machine learning space, and he is writing a book to help practitioners go from high school mathematics to mathematics of neural networks. His explanations are lucid and easy to understand. You have never had such a fun and interesting conversation about calculus, linear algebra, and probability theory before!
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• RudderStack – Smart customer data pipeline made for developers. RudderStack is the smart customer data pipeline. Connect your whole customer data stack. Warehouse-first, open source Segment alternative. • Changelog++ – You love our content and you want to take it to the next level by showing your support. We’ll take you closer to the metal with no ads, extended episodes, outtakes, bonus content, a deep discount in our merch store (soon), and more to come. Let’s do this! • Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com • LaunchDarkly – Ship fast. Rest easy. Deploy code at any time, even if a feature isn’t ready to be released to your users. Wrap code in feature flags to get the safety to test new features and infrastructure in prod without impacting the wrong end users.
Featuring:
• Tivadar Danka – Website, GitHub, X • Chris Benson – Website, GitHub, LinkedIn, X • Daniel Whitenack – Website, GitHub, X
Show Notes:
• Mathematics of Machine Learning - Roadmap Graphic | Twitter
Books
• “Mathematics of Machine Learning” by Tivadar Danka
Upcoming Events:
• Register for upcoming webinars here!
Links in the notes 17
- https://rudderstack.com/?utm_source=changelog&utm_medium=podcast&utm_campaign=changelog
- https://changelog.com/++
- https://www.fastly.com/?utm_source=changelog&utm_medium=podcast&utm_campaign=changelog-sponsorship
- https://launchdarkly.com/?utm_source=changelog&utm_medium=podcast&utm_campaign=changelog-sponsorship
- https://www.tivadardanka.com
- https://github.com/cosmic-cortex
- https://x.com/TivadarDanka
- https://chrisbenson.com
- https://github.com/chrisbenson
- https://www.linkedin.com/in/chrisbenson
- https://x.com/chrisbenson
- https://www.datadan.io/
- https://github.com/dwhitena
- https://x.com/dwhitena
- https://twitter.com/TivadarDanka/status/1426158532311896067
- https://tivadar.gumroad.com/l/mathematics-of-machine-learning
- https://practicalai.fm/webinars
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