YoVDO

Level Up Your Machine Learning Lifecycle

Offered By: Strange Loop Conference via YouTube

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Strange Loop Conference Courses Machine Learning Courses Data Management Courses Scalability Courses Model Development Courses Generalization Courses

Course Description

Overview

Discover how to revolutionize your machine learning projects in this 35-minute conference talk from Strange Loop 2022. Learn from Yaqi Chen, Lead Data Scientist at Object Computing, as she demonstrates a scalable and generalizable approach to the ML lifecycle. Explore how plug-and-play modules across data, model, and deployment stages can simplify end-to-end ML project development. Gain insights into achieving shorter development times, easier bug isolation, and cleaner code bases while tackling complex real-world challenges. Chen, with her background in Algorithm Development and Information Theory for Medical Imaging, shares her expertise in establishing ML frameworks across various industries. This talk is ideal for ML practitioners looking to enhance their project efficiency and scalability.

Syllabus

"Level Up Your Machine Learning Lifecycle" by Yaqi Chen (Strange Loop 2022)


Taught by

Strange Loop Conference

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