Video title: Lecture 8: Data Management (Full Stack Deep Learning - Spring 2021)

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Lecture 8: Data Management (Full Stack Deep Learning - Spring 2021)
 

Description:

In this video, you will dive into the data management bucket within the ML infrastructure landscape, exploring the tools and software to ingest, store, process, explore, label, and version datasets.

00:00 - Introduction
00:49 - The Common Data Management Path for Deep Learning
04:22 - Data Sources
11:23 - Data Storage
29:00 - Data Processing
36:02 - Feature Stores
42:00 - Data Exploration
43:42 - Data Labeling
51:28 - Data Versioning
57:03 - Data Privacy
 

Tags:

deep learning, machine learning, mlops, ai

 

Video URL:

https://www.youtube.com/watch?v=QlPiiyd8zQI
 

Video Author:

Full Stack Deep Learning

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