Design Machine Learning

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.

Hugh Howey is known for crafting riveting and immersive tales of boundless imagination. Now comes Machine Learning, an impressive collection of Howey's science fiction and fantasy short fiction, including three stories set in the world of Wool, two never-before-published tales written exclusively for this volume, and 15 additional stories collected here for the first time. These stories explore everything from artificial intelligence to parallel universes to video games, and each story is accompanied by an author's note.

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.

Step into the captivating world of Computing Mathematics, where computer science and mathematics intertwine to create endless possibilities and unveil the inner workings of complex systems. This groundbreaking eBook offers a fascinating journey through the many facets of the two disciplines and their extraordinary impact on the modern world. Exclusive to Amazon, this comprehensive guide is perfect for anyone who seeks to explore the hidden beauty of this captivating subject! Diving into 20 comprehensive chapters, you'll discover how discrete mathematics lays the foundation for computer ...

Master Artificial Intelligence in no time, even if you're a total beginner or a tech novice with our essential guide — Empower your career and simplify your daily life! Does the world of AI and machine learning seem intimidating, complex, or out of reach? Are you interested in diving into the realm of AI but have no idea where to start? Are you overwhelmed by endless information and complex terminologies that seem to make AI learning more challenging? You're not alone!

A primer on Machine Learning tailored for individuals interested in exploring the field before advancing to more complex literature by the author, including 'Data Science' and other works. ('Data Science' achieved the #1 spot in Mathematical Analysis on Amazon).

The Prompt Engineer: A Comprehensive Guide to Becoming Highly Effective" is a book aimed at individuals seeking to develop their prompt engineering skills and become highly effective prompt engineers. The book covers a wide range of topics, including an overview of prompt engineering, essential skills for prompt engineers, tools of the trade, designing effective prompts, implementation and deployment, and advanced topics in prompt engineering. In the first chapter, readers will gain an understanding of what prompt engineering is and its applications in modern businesses. Chapter two delves ...

This painstakingly compiled manuscript unravels the rudiments and generality of machine learning. It is total and all-encompassing with accurate and concise principles of machine learning.

In User Friendly, Cliff Kuang and Robert Fabricant reveal the untold story of a paradigm that quietly rules our modern lives: the assumption that machines should anticipate what we need. Spanning over a century of sweeping changes, from women’s rights to the Great Depression to World War II to the rise of the digital era, this audiobook unpacks the ways in which the world has been - and continues to be - remade according to the principles of the once-obscure discipline of user-experience design.

Cricut crafting is exciting, but with so much jargon-filled information and not-so-helpful “how-to” guides out there, it is also confusing for Cricut newbies. You’ve probably felt like you were drowning in an ocean of information every time you wanted to create your first project. Cricut for Newbies has your back! This all-in-one is a treasure trove of Cricut knowledge with step-by-step instructions on how to use a Cricut machine and more! Even if you’ve never made crafts before, you’ll gain skills, confidence, and the guidance you need to create your first projects.

Do you have a clear understanding of the different types of machine learning algorithms? Do you know what a neural network is and how you can build it? If you want to gather more information about machine learning, deep learning, and neural networks, you have come to the right place.

In this book, you will find everything you need to know about Cricut - from purchasing Cricut machines to creating and purchasing your final designs and products.

Do you know how to build a machine learning algorithm in Python? Have you learned how to build a neural network in Python? If you have listened to the first three audiobooks in the series, you will know how to do both those things. If you want to learn more about the concepts related to machine learning and some subjects and concepts that are linked to machine learning, you have come to the right place.

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.

Three comprehensive manuscripts in one audiobook. Listen to this audiobook now if you want to learn more about machine learning!

The data lakehouse is the next generation of the data warehouse and data lake, designed to meet today’s complex and ever-changing modern information systems. This book shows you how to construct your data lakehouse as the foundation for your artificial intelligence (AI), machine learning (ML), and data mesh initiatives. Know the pitfalls and techniques for maximizing business value of your data lakehouse. In addition, be able to explain the core characteristics and critical success factors of a data lakehouse. By reviewing entry errors, key incompatibility, and ensuring good documentation...

Tired of staring at the blank page? Have you lost your way through your story's second act? Want a road-map for your Nanowrimo novel? Struggle no more. The Plot Machine: Crime builds on the story-design principles of The Plot Machine, focusing on the most popular crime genres: caper, revenge, thriller, investigation, and legal. The unique characteristics of each genre are described as well as a step-by-step approach to their plotting. All genres are not the same. Each has its own plotting requirements. Crank up The Plot Machine: Crime, and design better crimes faster.

Everywhere we turn, a new device promises to transfigure our lives. But at what cost? In this urgent and revelatory excavation of our Information Age, leading technology thinker Adam Greenfield forces us to reconsider our relationship with the networked objects, services, and spaces that define us. It is time to re-evaluate the Silicon Valley consensus determining the future. We're told that innovations - from augmented - reality interfaces and virtual assistants to autonomous delivery drones and self-driving cars - will make life easier, more convenient, and more productive.

Your ultimate guide on machine learning, agile project management, and hacking. This audiobook includes three manuscripts! Machine learning, agile project management, and hacking are vital to the world of information technology and have changed drastically in recent years. This guidebook has all the information that you need to learn about some of the most common applications and attacks in the world today as well as some of the things that you can do to protect and educate yourself.

This book on machine learning will explain the concepts, methods, and history behind machine learning. Learn what it is, its importance, history, and much more.