K-means clustering theory algorithm implementation and scaling.

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:...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: Pragmatic AI Solutions (Firm) (publisher. ))
Formato: Electrónico Video
Idioma:Inglés
Publicado: [Place of publication not identified] : Pragmatic AI Solutions, [2022]
Edición:[First edition].
Temas:
Cluster analysis > Computer programs.
Algorithms.
Machine learning.
Algorithms
Algorithmes.
Apprentissage automatique.
algorithms.
Webcast
Instructional films.
Internet videos.
Nonfiction films.
Films de formation.
Films autres que de fiction.
Vidéos sur Internet.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Descripción
Sumario: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.
Descripción Física:1 online resource (1 video file (27 min.)) : sound, color.
Tiempo de Juego:00:27:00

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