A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these al...

Since the publication of the first edition in 2013, the utilization of dry needling in clinical practice has expanded dramatically throughout the world. Indeed, more and more professionals have been using dry needling to effectively reducing acute and chronic pain, as well as improving motor performance, range of motion, and strength. Following the success of the previous edition, the updated Trigger Point Dry Needling: An Evidence and Clinical-Based Approach remains the first authoritative g...

The author's goal for the book is that it's clearly written, could be read by a calculus student and would motivate them to engage in the material and learn more. Moreover, to create a text in which exposition, graphics, and layout would work together to enhance all facets of a student's calculus experience. They paid special attention to certain aspects of the text:1.

Clear, accessible exposition that anticipates and addresses student difficulties.2. Layout and figures that communicate the f...

Reach New Heights with the Best AP® Macroeconomics Textbook

AP® Macroeconomics courses are challenging. Written specifically for AP® students and teachers by AP® Econ experts Margaret Ray and David Anderson, Krugman’s Macroeconomics for the AP® Course, 4th Edition provides all the support you need to reach the summit and to succeed on the exams. Meticulously revised to mirror the Course Framework, this textbook features 6 Macroeconomics units organized to cover the topics in the same s...

The standard textbook on electricity and magnetism for junior and senior undergraduate students in physics and electrical engineering. It includes new problems (including several computational problems in Mathematica), worked examples, figures, and updated references to recent research.

This practical guide for teaching numeracy to children with a developmental disability is based on core concepts from the landmark Mathematics Recovery (R) text Teaching Number (aka 'the green book') that have been adapted for children with developmental disabilities.

Written for a first course in sedimentary geology or sedimentary rocks and stratigraphy (with only an introductory geology/physical geology course as a prerequisite), Prothero and Schwab shows students how sedimentary strata serves geologists as a continuous record of Earth's history. The authors' conversational style, and focus on the important concepts make the book highly accessible to an undergraduate audience.

This introductory text explains both the basic science and the applications of biotechnology-derived pharmaceuticals, with special emphasis on their clinical use. It serves as a complete one-stop source for undergraduate/graduate pharmacists, pharmaceutical science students, and for those in the pharmaceutical industry. The Fifth Edition completely updates the previous edition, and also includes additional coverage on the newer approaches such as oligonucleotides, siRNA, gene therapy and nano...

Easily accessible and clinically focused, Abeloff's Clinical Oncology, 6th Edition, covers recent advances in our understanding of the pathophysiology of cancer, cellular and molecular causes of cancer initiation and progression, new and emerging therapies, current trials, and much more. Masterfully authored by an international team of leading cancer experts, it offers clear, practical coverage of everything from basic science to multidisciplinary collaboration on diagnosis, staging, treatmen...

An essential resource for pain medicine clinicians at all levels of practice and training, Atlas of Interventional Pain Management, 5th Edition, is a comprehensive, easy-to-follow guide to delivering safe, accurate, and cost-effective relief for patients with acute and chronic pain. Dr. Steven D. Waldman walks you step by step through each procedure, incorporating all clinically appropriate imaging modalities to help you achieve the best possible outcomes for more than 160 nerve block procedu...