Interpretable Machine Learning

Christoph Molnar

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.

ISBN10 : 9780244768522 , ISBN13 : 0244768528

Page Number : 320

The Personalized Diet

Eran Segal Hachette UK

A paradigm-shifting diet book that explains why one-size-fits-all diets don't work and helps readers customize their diet to lose weight and improve health. There are certain things we take as universal truths when it comes to dieting and health: kale is good; ice cream is bad. Until now. When Drs. Segal and Elinav published their groundbreaking research on personalized nutrition, it created a media frenzy. They had proved that individuals react differently to the same foods-a food that might be healthy for one person is unhealthy for another. In one stroke, they made all universal diet programs obsolete. The Personalized Diet helps readers understand the fascinating science behind their work, gives them the tools to create an individualized diet and lifestyle plan (based on their reactions to favorite foods) and puts them on the path to losing weight, feeling good, and preventing disease by eating in the way that's right for them.

ISBN10 : 9781478918790 , ISBN13 : 1478918799

Page Number : 384

501 Critical Reading Questions

Skill Builders in Focus for SA

Many standardized tests, including high school entrance exams, PSAT, SAT, and GRE, professional and civil service qualifying exams, all use reading comprehension questions to test critical reading skills. This book includes short and long passages designed to help you become familiar with the passages found on your test, as well as the typical questions that you will be asked to answer. In this workbook, test-takers get immediate, focused practice on preparing for and answering questions based on critical reading passages. The Skill Builder in Focus method provides the targeted practice necessary to attain higher scores.

ISBN10 : 1576855104 , ISBN13 : 9781576855102

Page Number : 0

The Prairie Homestead Cookbook

Jill Winger Flatiron Books

Jill Winger, creator of the award-winning blog The Prairie Homestead, introduces her debut The Prairie Homestead Cookbook, including 100+ delicious, wholesome recipes made with fresh ingredients to bring the flavors and spirit of homestead cooking to any kitchen table. With a foreword by bestselling author Joel Salatin The Pioneer Woman Cooks meets 100 Days of Real Food, on the Wyoming prairie. While Jill produces much of her own food on her Wyoming ranch, you don’t have to grow all—or even any—of your own food to cook and eat like a homesteader. Jill teaches people how to make delicious traditional American comfort food recipes with whole ingredients and shows that you don’t have to use obscure items to enjoy this lifestyle. And as a busy mother of three, Jill knows how to make recipes easy and delicious for all ages. "Jill takes you on an insightful and delicious journey of becoming a homesteader. This book is packed with so much easy to follow, practical, hands-on information about steps you can take towards integrating homesteading into your life. It is packed full of exciting and mouth-watering recipes and heartwarming stories of her unique adventure into homesteading. These recipes are ones I know I will be using regularly in my kitchen." - Eve Kilcher These 109 recipes include her family’s favorites, with maple-glazed pork chops, butternut Alfredo pasta, and browned butter skillet corn. Jill also shares 17 bonus recipes for homemade sauces, salt rubs, sour cream, and the like—staples that many people are surprised to learn you can make yourself. Beyond these recipes, The Prairie Homestead Cookbook shares the tools and tips Jill has learned from life on the homestead, like how to churn your own butter, feed a family on a budget, and experience all the fulfilling satisfaction of a DIY lifestyle.

ISBN10 : 9781250305947 , ISBN13 : 1250305942

Page Number : 384

Marine Mammals Ashore

Joseph R. Geraci National Aquarium in Baltimore

Comprehensive manual for understanding and carrying out marine mammal rescue activities for stranded seals, manatees, dolphins, whales, or sea otters.

ISBN10 : 9780977460908 , ISBN13 : 0977460908

Page Number : 386

Eating Salad Drunk

Gabe Henry St. Martin's Griffin

“I’m huge on Twitter.” —An ancient proverb that means Lonely in real life. —JOEL KIM BOOSTER Jokes and haikus have a common goal: to pack the greatest punch in the most succinct way possible. In Eating Salad Drunk, today's biggest names in comedy come together to do just that, with hilarious, poignant, and (sometimes) dirty haikus about living and coping in our modern "burnout age." Contributors include Jerry Seinfeld, Michael Ian Black, Aubrey Plaza, Margaret Cho, Maria Bamford, Ray Romano, Aparna Nancherla, Ziwe Fumudoh, Chris Gethard, Sasheer Zamata, Colin Mochrie, Zach Woods, and many more! Curated by Gabe Henry, author and manager of the popular Brooklyn comedy venue Littlefield, Eating Salad Drunk's topics include: -Modern Romance -Friends & Family -Screentime -Nature Calls -Food -Entertainment -The Struggle is Real -Words of Wisdom, and -Self Love & Loathing The book also includes 50 super-relatable black and white drawings by New Yorker cartoonist Emily Flake, as well as a foreword by stand-up comedian and actor Aparna Nancherla (Crashing, BoJack Horseman, Inside Amy Schumer). Eating Salad Drunk is the perfect gift for any fan of humor as an escape from our dystopian present. *All author proceeds go towards Comedy Gives Back, a nonprofit that provides mental health, medical, and crisis support resources for comedians.

ISBN10 : 9781250774224 , ISBN13 : 1250774225

Page Number : 240