Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Deploy Machine Learning Models To Production: With Flask, Streamlit, Docker, And Kubernetes On Google Cloud PlatformISBN13:9781484265451ISBN10:1484265459Author:Singh, Pramod (Author)Description:Build And Deploy Machine Learning And Deep Learning Models In Production With End-To-End Examples This Book Begins With A Focus On The Machine Learning Model Deployment Process And Its Related Challenges Next, It Covers The Process Of Building And Deploying Machine Learning Models Using Different Web Frameworks Such As Flask And Streamlit A Chapter On Docker Follows And Covers How To Package And Containerize Machine Learning Models The Book Also Illustrates How To Build And Train Machine Learning And Deep Learning Models At Scale Using Kubernetes The Book Is A Good Starting Point For People Who Want To Move To The Next Level Of Machine Learning By Taking Pre-Built Models And Deploying Them Into Production It Also Offers Guidance To Those Who Want To Move Beyond Jupyter Notebooks To Training Models At Scale On Cloud Environments All The Code Presented In The Book Is Available In The Form Of Python Scripts For You To Try The Examples And Extend Them In Interesting Ways What You Will Learnbuild, Train, And Deploy Machine Learning Models At Scale Using Kubernetescontainerize Any Kind Of Machine Learning Model And Run It On Any Platform Using Dockerdeploy Machine Learning And Deep Learning Models Using Flask And Streamlit Frameworkswho This Book Is Fordata Engineers, Data Scientists, Analysts, And Machine Learning And Deep Learning Engineers Binding:Paperback, PaperbackPublisher:ApressPublication Date:2021-01-06Weight:0.53 lbsDimensions:Number of Pages:150Language:English
Price: 35.68 USD
Location: USA
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Book Title: Deploy Machine Learning Models To Production: With Flask, St...
Item Length: 9.3in
Item Width: 6.1in
Author: Pramod Singh
Publication Name: Deploy Machine Learning Models to Production : With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform
Format: Trade Paperback
Language: English
Publisher: Apress L. P.
Publication Year: 2020
Type: Textbook
Item Weight: 16 Oz
Number of Pages: Xiii, 150 Pages
