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Implementing MLOps in the Enterprise
With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from moving ML models to production. Authors Yaron Haviv and Noah Gift take a production-first approach. Rather than beginning with the ML model, you'll learn how to design a continuous operational pipeline, while making sure that various components and practices can map into it. By automating as many compone...
AI and ML for Coders in PyTorch
Eager to learn AI and machine learning but unsure where to start? Laurence Moroney's hands-on, code-first guide demystifies complex AI concepts without relying on advanced mathematics. Designed for programmers, it focuses on practical applications using PyTorch, helping you build real-world models without feeling overwhelmed. From computer vision and natural language processing (NLP) to generative AI with Hugging Face Transformers, this book equips you with the skills most in demand for AI development today. You'll also learn how to deploy your models across the web and cloud confidently. Gain the confidence to apply AI without needing advanced math or theory expertise Discover how to build AI models for computer vision, NLP, and sequence modeling with PyTorch Learn generative AI techniques with Hugging Face Diffusers and Transformers
Contemporary Endodontics for Children and Adolescents
This book equips dental practitioners with all the information required in order to ensure successful endodontic treatment of children and adolescents. It describes pulp therapy from a holistic approach that highlights new developments in the field. Readers will find updates on the formation, structure and function of the dental pulp revealed by the latest single-cell technologies, and discussions on carious lesions and their impact on the pulp. The book examines clinical considerations in the decision to perform pulp treatment and emphasizes the need to integrate pupal diagnostics with patient-dependent factors such as behavior management and pulpal pain mechanisms. The second part of the b...
Orofacial Pain and Headache
Our goal is to present a text that integrates knowledge encompassing all regional craniofacial pains. Our extensive clinical experience and an in-depth understanding of trigeminal pain mechanisms, together with the help of contributors from various disciplines, achieves this goal. The 3rd edition updates the knowledge on clinical issues and continues to integrate orofacial pain and headache. In addition to the obvious need to update knowledge, we made this edition friendlier for the clinician. The 3rd edition was shortened and formatted as a concise and clinically oriented book. Most chapters start with the clinical features and treatment strategies followed by a short discussion of mechanisms at the end of the chapter for those interested. This book is intended for senior dental students, practicing dentists and physicians. This book is of particular interest to all professionals dealing with orofacial pain and headache.
Ward's Business Directory of U.S. Private and Public Companies
This multi-volume set is a primary source for basic company and industry information. Names, addreses, SIC code, and geographic location of over 135,000 U.S. companies are included.
