Title K-means clustering theory algorithm implementation and scaling. [O'Reilly electronic resource]

Edition

[First edition].

Publication Info.

[Place of publication not identified] : Pragmatic AI Solutions, [2022]

To Access:
Available for O'Reilly for Public Libraries

Bookmark link: https://library.naperville-lib.org:444/record=b3141618~S1

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Description	1 online resource (1 video file (27 min.)) : sound, color.
Playing Time	002700
Description	digital rdatr
	video file rdaft
	Instructional films lcgft
Performer	Gift, Noah, presenter.
Summary	Learn to use K-Means clustering from theory to implementation 00:00 Intro 00:47 Theory of Machine Learning 05:00 Colab Notebook exploration of K-Means Algorithm 06:00 Distance Metrics 08:00 Creating K-Means Pipeline 12:00 Elbow Plots 14:00 Silhouette Plots 17:00 Running K-Means Serial Simulation 18:34 Running K-Means Parallel Simulation 20:00 Spinning up Huge Cloud9 128 GB Ram 32 vCPU Instance 23:00 Running massively parallel K-Means.
Subject	Cluster analysis -- Computer programs.
	Algorithms.
	Machine learning.
	Algorithms
	Algorithmes.
	Apprentissage automatique.
	algorithms.
	Algorithms.
	Cluster analysis -- Computer programs.
	Machine learning.
Genre	Webcast
	Instructional films.
	Internet videos.
	Nonfiction films.
	Instructional films.
	Nonfiction films.
	Internet videos.
	Films de formation.
	Films autres que de fiction.
	Vidéos sur Internet.
Added Author	Gift, Noah, presenter.
	Pragmatic AI Solutions (Firm), publisher. )
Standard No.	02132022VIDEOPAIML

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