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Scaling ML Infrastructure Like a Pro with Elliott Clark
Manage episode 477418500 series 3418029
תוכן מסופק על ידי Joe Colantonio. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Joe Colantonio או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
In this episode, we delve into scalable machine-learning infrastructure with our special guest, Elliott Clark.
Elliott is a seasoned DevOps expert and the founder of Batteries Included. Having played a pivotal role in building one of the largest online transaction processing systems and leading the ad infrastructure team at Meta, Elliott is perfectly poised to share his immense knowledge on scaling infrastructure and the intricacies of machine learning systems.
Join us as we discuss the critical aspects of performance testing, leveraging production traffic for testing environments, and the cultural elements pivotal to scaling teams efficiently. We'll also explore how Elliott's company, Batteries Included, strives to bring enterprise-level infrastructure to mid and small-sized companies by automating the essential yet often mundane DevOps tasks.
Whether you're in the early stages of building infrastructure or looking to enhance your machine learning systems, this episode offers actionable insights and future-forward thinking to help your efforts become more successful.
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