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...

Handbook of Magnetic Materials, Volume 27, covers the expansion of magnetism over the last few decades and its applications in research, notably the magnetism of several classes of novel materials that share the presence of magnetic moments with truly ferromagnetic materials. The book is an ideal reference for scientists active in magnetism research, providing readers with novel trends and achievements in magnetism. Each article contains an extensive description given in graphical, as well as...

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...

Eat around the world with 650 of the world's best chefs. Wherever you are, youll never miss the best local diner for breakfast, the best restaurant for a business dinner, or the best place for a late night snack - and everything in between. This all-new, completely revised, third edition of the global restaurant guidebook that has sold more than 250,000 copies features more than 7,000 recommendations for more than 4,500 restaurants in more than 70 countries.

Wherever you are, you'll never mis...

Fresh, delicious, easy Indian vegetarian dishes from the author of Phaidon's global bestseller, India: The Cookbook Vegetables are an integral part of Indian cuisine - and this collection of 150 healthy and approachable vegetarian recipes showcases an array of delicious breakfasts and drinks, salads, vegetables and legumes, grains, and desserts. Drawing inspiration from India's myriad regions and culinary traditions, Pushpesh Pant simplifies this hugely popular cuisine with easily achievable,...

A hilarious guessing game of facial reactions created by the author of bestselling This Is Not A BookJean Jullien tickles the funnybone once again with a book of facial overreactions. Faces are presented first, allowing the reader to wager predictions of what may have prompted such an expression, before the dramatic answer is revealed. Why the face? reads the text alongside an agitated boy with eyes and nose scrunched up.

Pick up the full-page flap to reveal a whole mess of smelly items, from...

No matter your goals, Atomic Habits offers a proven framework for improving–every day. James Clear, one of the world’s leading experts on habit formation, reveals practical strategies that will teach you exactly how to form good habits, break bad ones, and master the tiny behaviors that lead to remarkable results.

If you’re having trouble changing your habits, the problem isn’t you. The problem is your system. Bad habits repeat themselves again and again not because you don’t want t...

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...

This book unpacks the challenge of how to make sense of urban complexity. With contributions from key global scholars, it explores various methodological approaches including Comparative Urbanism, Social Network Analysis and Data Visualisation.

This book gives you smart, pragmatic guidance backed by evidence-based research on how to engage and inspire in your teaching. It looks at both how you can influence and shape the learning that goes on in your classroom and how you can apply key lessons to your own professional development as a teacher.