Claim your free copy valued at $35.99 for freeBefore the offer expires on May 15, 2024.
Although creating a machine learning pipeline or developing a working prototype of a software system from that pipeline is easy and simple these days, the journey towards a professional software system is still extensive.
This book will help you learn best practices and various recipes that will help software engineers turn prototype lines into complete software products.
The book begins by introducing the main concepts of professional software systems that leverage machine learning at their core. As you progress, you’ll explore the differences between traditional non-ML software and machine learning software. The initial best practices will guide you in determining the type of software you need for your product.
Then, you’ll delve into algorithms, covering their selection, development, and testing before exploring the complexity of the infrastructure for machine learning systems by defining best practices for identifying the right data source and ensuring its quality.
Towards the end, you will address the most challenging aspect of large-scale machine learning systems – ethics. By exploring and defining ethical risk assessment best practices and mitigation strategies, you’ll finish the book where it all began—machine learning software at scale.
The free offer expires on May 15th.
The offer below is also available for free in exchange for your (work) email:
how to get it
Please be sure to read the terms and conditions to download the This offer is free. Complete and verifiable information is required to receive this offer. If you have used these free offers before, you will not need to register again. Powered by Packt, view other free resources by Packt.
Free download: Machine learning infrastructure and best practices […] ($35.99 value)
Offered by Packt, view Other free resources
We post these because we earn a commission per lead so we don’t rely solely on advertising, which many of our readers block. All of this helps pay for reporters, servers and hosting costs.
Other ways to support Neowin
The above doesn’t do it for you, but still want to help? Check out the links below.
Full Disclosure: account b Neowin promotions Required to participate in all transactions powered by our partner, StackCommerce. For a full description of StackCommerce’s privacy guidelines, Come here. Neowin enjoys shared revenue from every sale made through us Branded promotions website.