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The renowned cocktail bible, fully revised and updated by the legendary bartender who set off the cocktail craze—featuring over 100 brand-new recipes, all-new photography, and an up-to-date history of the cocktail. NAMED ONE OF THE BEST COOKBOOKS OF THE YEAR BY THE ATLANTA JOURNAL-CONSTITUTION The Craft of the Cocktail was the first real cookbook for cocktails when it first published in 2002, and it has had a remarkable influence on bartending. With this new edition, the original gets a delicious update, bringing expertise from Dale DeGroff, the father of craft cocktails, to the modern bar for a new generation of cocktail enthusiasts. The beloved histories, culture, tips, and tricks are back but all are newly revised, and DeGroff's favorite liquor recommendations are included so you know which gin or bourbon will mix just right.
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
“Ice cream perfection in a word: Jeni’s.” –Washington Post James Beard Award Winner: Best Baking and Dessert Book of 2011! At last, addictive flavors, and a breakthrough method for making creamy, scoopable ice cream at home, from the proprietor of Jeni’s Splendid Ice Creams, whose artisanal scooperies in Ohio are nationally acclaimed. Now, with her debut cookbook, Jeni Britton Bauer is on a mission to help foodies create perfect ice creams, yogurts, and sorbets—ones that are every bit as perfect as hers—in their own kitchens. Frustrated by icy and crumbly homemade ice cream, Bauer invested in a $50 ice cream maker and proceeded to test and retest recipes until she devised a formula to make creamy, sturdy, lickable ice cream at home. Filled with irresistible color photographs, this delightful cookbook contains 100 of Jeni’s jaw-droppingly delicious signature recipes—from her Goat Cheese with Roasted Cherries to her Queen City Cayenne to her Bourbon with Toasted Buttered Pecans. Fans of easy-to-prepare desserts with star quality will scoop this book up. How cool is that?
Provides statistical data on the principal products and services of the manufacturing and mining industries in the United States.
Infection control is a major issue in clinical practice. The revised third edition of this highly successful book provides a comprehensive guide to the principles and practice of infection control and prevention, and the basic elements of microbiology and epidemiology that underpin them. The contents are firmly based in clinical practice and are relevant to both hospital and community settings. The information is research-based and extensively referenced and therefore provides an invaluable resource for evidence-based practice. Presentation is clear, concise and accessible to a wide audience including diploma and degree course students, nurses and allied health professionals working in clinical settings, and infection control specialists. This revised third edition includes completely updated source material and references, along with extensive revision of chapters on prevention of surgical site infection, IV device and urine catheter associated infections to incorporate the most recent evidence. There are updates to many other sections including new microbiological methods, application of protective isolation, Clostridium difficile, gram negative pathogens, VHF and blood-borne viruses, the management of sharps injuries and management of waste, as well as entirely new sections on: . Implementation of infection prevention and control policies . Infection risks of water systems . Protective clothing - use of gloves and masks . Hand hygiene compliance . Prevention of ventilator-associated pneumonia . Management of norovirus outbreaks . Decontamination of isolation rooms . Emerging pathogens including MERS-CoV and Zika . Antimicrobial stewardship