Deploy Machine Learning Models to Production

Tất cả danh mục

Giỏ hàng

Danh mục sản phẩm

Giỏ hàng

Giỏ hàng

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

Deploy Machine Learning Models to Production

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Deploy Machine Learning Models to Production

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Mã sản phẩm:
Danh mục: Sách ngoại ngữ, Sách IT, Sách chuyên ngành, Sách Tiếng Anh quyển Lẻ
Tình trạng: Còn hàng

Mô tả

Deploy Machine Learning Models to Production

Sách keo gáy, Bìa mềm

Thể loại:Computers - Computer Science

Năm:2021

In lần thứ:1st ed.

Ngôn ngữ:english

Trang:161

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 Learn

Build, train, and deploy machine learning models at scale using Kubernetes

Containerize any kind of machine learning model and run it on any platform using Docker

Deploy machine learning and deep learning models using Flask and Streamlit frameworks

Who This Book Is For

Data engineers, data scientists, analysts, and machine learning and deep learning engineers

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