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[ FreeCourseWeb.com ] Building Machine Learning Powered Applications: Going from Idea to Product (True EPUB)
Download More Latest Stuff Visit -->> https://FreeCourseWeb.com
English | January 21st, 2020 | ISBN: 149204511X | 260 pages | EPUB (True/Retail Copy) | 11.01 MB
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, nstrates 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 nstrates 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
Use Winrar to Extract. And use a shorter path when extracting, such as C: drive
ALSO ANOTHER TIP: You Can Easily Navigate Using Winrar and Rename the Too Long File/ Folder Name if Needed While You Cannot in Default Windows Explorer. You are Welcome ! :)
Download More Latest Stuff Visit -->> https://FreeCourseWeb.com
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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...
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