Valery Babushkin, Arseny Kravchenko: Interview with the Authors of Machine Learning System Design - { между скобок } - World Latest Movie, Series, Videos and Trailers | fetery.com

Valery Babushkin, Arseny Kravchenko: Interview with the Authors of Machine Learning System Design

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{ между скобок }

Published on Jul 22, 2023

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#systemdesign #machinelearning #career #softwareengineer We met to discuss the experience of writing technical literature and ML System Design with incredibly interesting guests - Valera Babushkin and Arseniy Kravchenko 🔥 Valera is VP of Data science at Blockchain.com, previously worked at Facebook as WhatApp User Data Privacy Tech Lead, Alibaba Russia as VP of Machine Learning. Arseniy is an experienced ML engineer, also a consultant on artificial intelligence and machine learning at Smart Partnership Capital. At the meeting we discussed: 📍 Experience of jointly writing technical literature 📍 When professional developers encounter ML System Design 📍 What are the differences between System Design and ML System Design 📍 Much more about ML System Design Channel with announcements https://t.me/megdu_skobok Lamp chat https://t.me/backend_megdu_skobkah Boosty https://boosty.to/megdu_skobok Apple Podcast https://podcasts.apple.com/us/podcast/{-между-скоб-}/id1654695424 Yandex Music https://music.yandex.ru/album/24060063 Useful links 📖 Machine Learning System Design https://arseny.info/ml_design_book 📖 Arseny's Telegram channel https://t.me/partially_unsupervised 📖 Valera's Telegram channel https://t.me/cryptovalerii 📖 System Design with Valery Babushkin Interview https://youtube.com/live/Ow88hoEnsq8?... 📖 Designing Machine Learning Systems https://www.oreilly.com/library/view/... Time codes 00:00 Greeting 05:00 How the idea to write a book came about 11:13 What inspired the guys and what is the basis of the book 14:07 Organizational process of joint writing of the book 17:50 What level of knowledge in ML is required to read the book 20:57 What is the difference between System Desing and ML System Design 26:34 Why is it worth reading the book ML System Design 28:10 ML System Design as an interview stage - is it good or bad 29:55 How fundamental is the book and how quickly will it become outdated 32:05 How the process of writing the book influenced the horizons of Valera and Arseniy 36:08 How the book can help backend/ML developers 43:20 Errors when building ML systems that the book allows you to avoid 50:10 How ML affects Unreal Engine 55:26 ML and server less 57:40 How ML development differs from regular product development 1:02:24 Are the guys planning to write a second part 1:03:40 When to use ML System Design

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