Building Machine Learning Powered Applications

Building Machine Learning Powered Applications
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 267
Release :
ISBN-10 : 9781492045069
ISBN-13 : 1492045063
Rating : 4/5 (69 Downloads)

Book Synopsis Building Machine Learning Powered Applications by : Emmanuel Ameisen

Download or read book Building Machine Learning Powered Applications written by Emmanuel Ameisen and published by "O'Reilly Media, Inc.". This book was released on 2020-01-21 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers—including experienced practitioners and novices alike—will learn the tools, best practices, and challenges involved in building a real-world ML application step by step. Author Emmanuel Ameisen, an experienced data scientist who led an AI education program, demonstrates practical ML concepts using code snippets, illustrations, screenshots, and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies. This book will help you: Define your product goal and set up a machine learning problem Build your first end-to-end pipeline quickly and acquire an initial dataset Train and evaluate your ML models and address performance bottlenecks Deploy and monitor your models in a production environment


Building Machine Learning Powered Applications Related Books

Building Machine Learning Powered Applications
Language: en
Pages: 267
Authors: Emmanuel Ameisen
Categories: Computers
Type: BOOK - Published: 2020-01-21 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build
Building Machine Learning Pipelines
Language: en
Pages: 398
Authors: Hannes Hapke
Categories: Computers
Type: BOOK - Published: 2020-07-13 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Companies are spending billions on machine learning projects, but it’s money wasted if the models can’t be deployed effectively. In this practical guide, Ha
Machine Learning for Kids
Language: en
Pages: 290
Authors: Dale Lane
Categories: Computers
Type: BOOK - Published: 2021-01-19 - Publisher: No Starch Press

DOWNLOAD EBOOK

A hands-on, application-based introduction to machine learning and artificial intelligence (AI) that guides young readers through creating compelling AI-powered
Grokking Deep Learning
Language: en
Pages: 475
Authors: Andrew W. Trask
Categories: Computers
Type: BOOK - Published: 2019-01-23 - Publisher: Simon and Schuster

DOWNLOAD EBOOK

Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Tras
Building Data-Driven Applications with Danfo.js
Language: en
Pages: 477
Authors: Rising Odegua
Categories: Computers
Type: BOOK - Published: 2021-09-24 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Get hands-on with building data-driven applications using Danfo.js in combination with other data analysis tools and techniques Key FeaturesBuild microservices