Charles Brown

Using machine learning and artificial intelligence (AI) in existing business processes has been successful. Even AWS's ML and AI services make it simple and economical to conduct machine learning experiments. This book will show readers how to use the complete set of AI and ML services available on AWS to streamline the management of their whole AI operation and speed up their innovation.What You Will Learn: How to prepare your data for processingHow to code a collaborative filtering modelHow recommender systems are evaluatedWhat you need to know about privacy & ethicsWhat the future of Recommender Systems might look likeYou will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). Machine learning or want to deepen your knowledge of the latest developments.

Reprint of the original, first published in 1874.

Reprint of the original, first published in 1874.

Notion Press proudly brings to you timeless classics from ancient texts to popular modern classics. This carefully chosen collection of books is a celebration of literature, our tribute to the pioneers, the legends and the giants of the literary world. Apart from being the voice of indie writers, we also want to introduce every reader to read all kinds of literature. In this series, you will find a wide range of books--from popular classics like the works of Shakespeare and Charlotte Bront to rare gems by the likes of Edith Wharton and James Fenimore Cooper.

This book is a verse by verse commentary and interpretation of the Gospel of John. It is written to show people what to believe and how to believe. The style is simple and clear.

MATLAB (matrix laboratory) is a multi-paradigm numerical computing environment and fourth-generation programming language. A proprietary programming language developed by MathWorks, MATLAB allows matrix manipulations, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs written in other languages, including C, C++, C#, Java, Fortran and Python. Although MATLAB is intended primarily for numerical computing, an optional toolbox uses the MuPAD symbolic engine, allowing access to symbolic computing abilities. An additional package, Simulink, adds graphical multi-domain simulation and model-based design for dynamic and embedded systems. In 2004, MATLAB had around one million users across industry and academia. MATLAB users come from various backgrounds of engineering, science, and economics. This updated and expanded second edition of Book provides a user-friendly introduction to the subject, Taking a clear structural framework, it guides the reader through the subject's core elements. A flowing writing style combines with the use of illustrations and diagrams throughout the text to ensure the reader understands even the most complex of concepts. This succinct and enlightening overview is a required reading for all those interested in the subject . We hope you find this book useful in shaping your future career & Business.

The volume of elderly patients requiring anesthesia and surgery is growing rapidly. Thirty-five percent of surgeries are performed on patients older than 65 years, and in general, these patients have higher morbidity and mortality rates after anesthesia compared with their younger counterparts. One of the major challenges of treating elderly patients is the heterogeneity of the geriatric population-and the need to individualize care for each patient to provide the best outcome.

HTML5 brings the biggest changes that HTML has seen in years. Web designers and developers now have a whole host of new techniques up their sleeves, from displaying video and audio natively in HTML, to creating realtime graphics directly on a web page without the need for a plugin. But all of these new technologies bring more tags to learn and more avenues for things to go wrong. HTML5 Solutions provides a collection of solutions to all of the most common HTML5 problems. Every solution contains sample code that is production-ready and can be applied to any project.