Productionizing AI
How to Deliver AI B2B Solutions with Cloud and Python
| Price | $48.42 - $48.98
|
| Rating |  |
| Author | Barry Walsh |
| Publisher | Apress |
| Published | 2023 |
| Pages | 373 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1484288165 |
| ISBN-13 | 9781484288160 |
This book is a guide to productionizing AI solutions using best-of-breed cloud services with workarounds to lower costs. Supplemented with step-by-step instructions covering data import through wrangling to partitioning and modeling through to inference and deployment, and augmented with plenty of Python code samples, the book has been written to accelerate the process of moving from script or notebook to app.
From an initial look at the context and ecosystem of AI solutions today, the book drills down from high-level business needs into best practices, working with stakeholders, and agile team collaboration. From there you'll explore data pipeline orchestration, machine and deep learning, including working with and finding shortcuts using artificial neural networks such as AutoML and AutoAI. You'll also learn about the increasing use of NoLo UIs through AI application development, industry case studies, and finally a practical guide to deploying containerized AI solutions.
The book is intended for those whose role demands overcoming budgetary barriers or constraints in accessing cloud credits to undertake the often difficult process of developing and deploying an AI solution.
- Barry Walsh
Similar Books
by Beena Ammanath
In Trustworthy AI, award-winning executive Beena Ammanath offers a practical approach for enterprise leaders to manage business risk in a world where AI is everywhere by understanding the qualities of trustworthy AI and the essential considerations for its ethical use within the organization and in the marketplace. The author draws from h...
Price: $37.08 | Publisher: Wiley | Release: 2022
Analytical Skills for AI and Data Science 
by Daniel Vaughan
While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide prese...
Price: $51.99 | Publisher: O'Reilly Media | Release: 2020
by Kerrie L. Holley, Siupo Becker
AI is poised to transform every aspect of healthcare, including the way we manage personal health, from customer experience and clinical care to healthcare cost reductions. This practical book is one of the first to describe present and future use cases where AI can help solve pernicious healthcare problems.Kerrie Holley and Siupo Becker ...
Price: $42.73 | Publisher: O'Reilly Media | Release: 2021
Practical AI on the Google Cloud Platform
by Micheal Lanham
Working with AI is complicated and expensive for many developers. That's why cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creatin...
Price: $44.26 | Publisher: O'Reilly Media | Release: 2020
by Nicolo Valigi, Gianluca Mauro
How can artificial intelligence transform your business? In Zero to AI, you'll explore a variety of practical AI applications you can use to improve customer experiences, optimize marketing, help you cut costs, and more. In this engaging guide written for business leaders and technology pros alike, authors and AI experts Nicolò Vali...
Price: $39.99 | Publisher: Manning | Release: 2020
by Veljko Krunic
Companies small and large are initiating AI projects, investing vast sums of money on software, developers, and data scientists. Too often, these AI projects focus on technology at the expense of actionable or tangible business results, resulting in scattershot results and wasted investment. Succeeding with AI sets out a blueprint for AI ...
Price: $36.99 | Publisher: Manning | Release: 2020
Unity AI Programming Essentials
by Curtis Bennett, Dan Violet Sagmiller
Unity is a powerful cross-platform game creation system that includes a game engine and integrated development environment (IDE). AI programming in Unity is a key task for any game developer as it gives you the ability to make computer characters think and behave like a living organism.This book focuses on the different AI tasks that are ...
Price: $29.99 | Publisher: Packt Publishing | Release: 2014
Unity 5.x Game AI Programming Cookbook
by Jorge Palacios
Unity 5 comes fully packaged with a toolbox of powerful features to help game and app developers create and implement powerful game AI. Leveraging these tools via Unity's API or built-in features allows limitless possibilities when it comes to creating your game's worlds and characters. This practical Cookbook covers both essent...
Price: $34.99 | Publisher: Packt Publishing | Release: 2016