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Machine Learning Engineering - Research Book

Machine Learning Engineering - Research Book

Interesting Research Book in Machine Learning Engineering

Author(s) Name:  Andriy Burkov

About the Book:

   From the author of a world bestseller published in eleven languages, The Hundred-Page Machine Learning Book, this new book by Andriy Burkov is the most complete applied AI book out there. It is filled with best practices and design patterns of building reliable machine learning solutions that scale.
   Andriy Burkov has a Ph.D. in AI and is the leader of a machine learning team at Gartner. This book is based on Andriys own 15 years of experience in solving problems with AI as well as on the published experience of the industry leaders.

Table of Contents

  • Introduction
  • Before the Project Starts
  • Data Collection and Preparation
  • Feature Engineering
  • Supervised Model Training (Part 1)
  • Supervised Model Training (Part 2)
  • Model Evaluation
  • Model Deployment
  • Model Serving, Monitoring, and Maintenance

    • ISBN:  978-1999579579

    Publisher:  True Positive Inc Publisher

    Year of Publication:   2020

    Book Link:  Home Page Url