preload
basicPlayer

Automated Machine Learning in Action, Video Edition

Comunio-cl.com Foren-Übersicht -> Regeln, Tipps, Tricks und Sonstiges
Autor Nachricht
lovewarez
Champions-League
Champions-League 

Anmeldungsdatum: 15.03.2024
Beiträge: 1925
BeitragVerfasst am: 24 Mai 2024 13:12   Titel: Automated Machine Learning in Action, Video Edition Antworten mit Zitat

[center]
Automated Machine Learning in Action, Video Edition
Released 5/2022
Duration: 9h 7m | Video: .MP4, 1920x1080 15 fps | Audio: AAC, 44.1kHz, 2ch | Size: 1.78 GB
Genre: eLearning | Language: English[/center]

In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video.

Optimize every stage of your machine learning pipelines with powerful automation components and cutting-edge tools like AutoKeras and KerasTuner.

In Automated Machine Learning in Action you will learn how to

Improve a machine learning model by automatically tuning its hyperparameters
Pick the optimal components for creating and improving your pipelines
Use AutoML toolkits such as AutoKeras and KerasTuner
Design and implement search algorithms to find the best component for your ML task
Accelerate the AutoML process with data-parallel, model pretraining, and other techniques

Automated Machine Learning in Action reveals how you can automate the burdensome elements of designing and tuning your machine learning systems. It's written in a math-lite and accessible style, and filled with hands-on examples for applying AutoML techniques to every stage of a pipeline. AutoML can even be implemented by machine learning novices! If you're new to ML, you'll appreciate how the book primes you on machine learning basics. Experienced practitioners will love learning how automated tools like AutoKeras and KerasTuner can create pipelines that automatically select the best approach for your task, or tune any customized search space with user-defined hyperparameters, which removes the burden of manual tuning.

About the Technology
Machine learning tasks like data pre-processing, feature selection, and model optimization can be time-consuming and highly technical. Automated machine learning, or AutoML, applies pre-built solutions to these chores, eliminating errors caused by manual processing. By accelerating and standardizing work throughout the ML pipeline, AutoML frees up valuable data scientist time and enables less experienced users to apply machine learning effectively.

About the Book
Automated Machine Learning in Action shows you how to save time and get better results using AutoML. As you go, you'll learn how each component of an ML pipeline can be automated with AutoKeras and KerasTuner. The book is packed with techniques for automating classification, regression, data augmentation, and more. The payoff: Your ML systems will be able to tune themselves with little manual work.

What's Inside
Automatically tune model hyperparameters
Pick the optimal pipeline components
Select appropriate models and features
Learn different search algorithms and acceleration strategies




Zitat:
[center]PLEASE SUPPORT ME BY CLICK ONE OF MY LINKS IF YOU WANT BUYING OR EXTENDING YOUR ACCOUNT
https://rapidgator.net/folder/7623567/AutomatedMachineLearning.html

https://fikper.com/rlUKkUnOpV/0524_Automated_Machine_Learning_in_Action,_Video_Edition.part1.rar.html
https://fikper.com/4qWlP1ah9y/0524_Automated_Machine_Learning_in_Action,_Video_Edition.part2.rar.html

https://rapidgator.net/file/81cb0ccb7df969c68e75e7874b7cca66/0524_Automated_Machine_Learning_in_Action,_Video_Edition.part1.rar.html
https://rapidgator.net/file/d64a7fc39a0cbd003c1439ed5e7951c2/0524_Automated_Machine_Learning_in_Action,_Video_Edition.part2.rar.html

https://uploadgig.com/file/download/F2cB17018cfb1e38/0524_Automated_Machine_Learning_in_Action_Video_Edition.part1.rar
https://uploadgig.com/file/download/46e5c12d1fb3f1D3/0524_Automated_Machine_Learning_in_Action_Video_Edition.part2.rar
[/center]
Nach oben Benutzer-Profile anzeigen
Beiträge der letzten Zeit anzeigen:   
Seite 1 von 1



Du kannst keine Beiträge in dieses Forum schreiben.
Du kannst auf Beiträge in diesem Forum nicht antworten.
Du kannst deine Beiträge in diesem Forum nicht bearbeiten.
Du kannst deine Beiträge in diesem Forum nicht löschen.
Du kannst an Umfragen in diesem Forum nicht mitmachen.


Powered by phpBB © 2001, 2002 phpBB Group