Machine Learning Systems

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete...

Ned discovers a hard truth about his past but will it also endanger the future of the universe? After reconnecting with an old acquaintance, Hank’s AI companion is on the hunt for more information and it just might bring them closer than ever to Twain. But the old Enemy AI has a few tricks up his sleeve. And while they pursue the villain, the crew also find themselves in the crosshairs. Having angered a shadowy sect, the hunters become the hunted.

Machine learning is changing the world. You use machine learning every day and probably don’t know it. In this audiobook, you will learn how ML grew from a desire to make computers able to learn.

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.

Featured by Tableau as the first of "7 Books About Machine Learning for Beginners." Ready to spin up a virtual GPU instance and smash through petabytes of data? Want to add "Machine Learning" to your LinkedIn profile? Well, hold on there.... Before you embark on your journey, there are some...

This audiobook teaches you how to build an intelligent system from end to end and leverage machine learning in practice. You will understand how to apply your existing skills in software engineering, data science, machine learning, management, and program management to produce working systems.

Machine learning and deep learning are changing technology as we know it. Critical infrastructure decisions are now driven by fine-tuned algorithms trained with huge data sets. In this guide, you're going to be handed all the information and tools you need to transform data into powerful insights.

In Not with a Bug, But with a Sticker: Attacks on Machine Learning Systems and What to Do About Them, a team of distinguished adversarial machine learning researchers deliver a riveting account of the most significant risk to currently deployed artificial intelligence systems: cybersecurity threats. The authors take you on a sweeping tour—from inside secretive government organizations to academic workshops at ski chalets to Google's cafeteria—recounting how major AI systems remain vulnerable to the exploits of bad actors of all stripes.

Ontdek hoe je efficiënte AI-systemen ontwerpt die rechtvaardigheid, autonomie en veiligheid in de praktijk borgen. Voor professionals die tijdens hun werk worstelen met technologische ethiek, biedt deze nuchtere, inzichtelijke luisterervaring directe houvast. Maak de vertaalslag van abstracte...

Are you ready to join the revolution that’s transforming sports betting? How to Start Sports Betting with AI is the ultimate step-by-step guide that bridges the gap between advanced data science and practical betting strategies—designed for beginners and experienced bettors alike.

Bloomsbury presents Governing the Machine by Ray Eitel-Porter, Paul Dongha and Miriam Vogel, read by Miriam Vogel and Oliver Hembrough ‘Responsible AI isn’t just a technical challenge – it’s a leadership imperative. This book offers essential guidance for anyone navigating the promise of...

Demystify artificial intelligence and machine learning to future-proof your career, all without writing a line of code. Whether you are listening on your morning commute or upskilling for a promotion, this accessible guide transforms intimidating tech jargon into clear, actionable knowledge...

Transform predictive modeling into powerful decision-making with practical causal inference tools for real-world AI. Whether commuting to the office or deep in focused learning, this guide bridges the gap between correlation and true causation. Stop relying on naive analyses that fail when...

Transform machine learning theory into reliable, production-ready software products that drive real business value. Whether you are upskilling during your morning commute or transitioning into a specialized technical role, this practical guide cuts through the hype. You will gain the focused...

Secure sensitive data and master AI risk management without slowing down your machine learning pipelines. Whether you are a tech leader navigating compliance frameworks or an engineer building trustworthy algorithms, this empowering guide delivers the concrete design choices you need today. Turn...

Machine learning is everywhere. It is time for you to start learning what machine learning is all about, and you can do that with this book. Discover what neural networks are, about python and machine learning, examples of machine learning, how machine learning is beneficial to you, and so much more.

Defend your network against rogue autonomous AI systems by mastering cutting-edge cybersecurity and governance strategies. Whether you are commuting to the office or leading a critical tech initiative, this authoritative guide prepares you for the new frontier of risk. The shift from passive...

Tame chaotic machine learning pipelines and build modular AI systems using the intuitive logic of category theory. Whether you are optimizing neural networks during your morning commute or deep in focused learning, this accessible guide replaces dense mathematical proofs with visual metaphors...

Transform fragile machine learning models into resilient software architecture and master scalable system engineering. Perfect for your focused morning commute, this analytical journey shifts your mindset from theoretical data science to practical, production-ready development. Stop struggling...