Author: Deb Perelman
Publisher: Knopf
ISBN: 1101874821
Category : Cooking
Languages : en
Pages : 626
Book Description
NEW YORK TIMES BEST SELLER • From the best-selling author of The Smitten Kitchen Cookbook—this everyday cookbook is “filled with fun and easy ... recipes that will have you actually looking forward to hitting the kitchen at the end of a long work day” (Bustle). A happy discovery in the kitchen has the ability to completely change the course of your day. Whether we’re cooking for ourselves, for a date night in, for a Sunday supper with friends, or for family on a busy weeknight, we all want recipes that are unfussy to make with triumphant results. Deb Perelman, award-winning blogger, thinks that cooking should be an escape from drudgery. Smitten Kitchen Every Day: Triumphant and Unfussy New Favorites presents more than one hundred impossible-to-resist recipes—almost all of them brand-new, plus a few favorites from her website—that will make you want to stop what you’re doing right now and cook. These are real recipes for real people—people with busy lives who don’t want to sacrifice flavor or quality to eat meals they’re really excited about. You’ll want to put these recipes in your Forever Files: Sticky Toffee Waffles (sticky toffee pudding you can eat for breakfast), Everything Drop Biscuits with Cream Cheese, and Magical Two-Ingredient Oat Brittle (a happy accident). There’s a (hopelessly, unapologetically inauthentic) Kale Caesar with Broken Eggs and Crushed Croutons, a Mango Apple Ceviche with Sunflower Seeds, and a Grandma-Style Chicken Noodle Soup that fixes everything. You can make Leek, Feta, and Greens Spiral Pie, crunchy Brussels and Three Cheese Pasta Bake that tastes better with brussels sprouts than without, Beefsteak Skirt Steak Salad, and Bacony Baked Pintos with the Works (as in, giant bowls of beans that you can dip into like nachos). And, of course, no meal is complete without cake (and cookies and pies and puddings): Chocolate Peanut Butter Icebox Cake (the icebox cake to end all icebox cakes), Pretzel Linzers with Salted Caramel, Strawberry Cloud Cookies, Bake Sale Winning-est Gooey Oat Bars, as well as the ultimate Party Cake Builder—four one-bowl cakes for all occasions with mix-and-match frostings (bonus: less time spent doing dishes means everybody wins). Written with Deb’s trademark humor and gorgeously illustrated with her own photographs, Smitten Kitchen Every Day is filled with what are sure to be your new favorite things to cook. Look for Deb Perelman’s latest cookbook, Smitten Kitchen Keepers!
Smitten Kitchen Every Day
My Paris Kitchen
Author: David Lebovitz
Publisher: Ten Speed Press
ISBN: 1607742683
Category : Cooking
Languages : en
Pages : 354
Book Description
A collection of stories and 100 sweet and savory French-inspired recipes from popular food blogger David Lebovitz, reflecting the way Parisians eat today and featuring lush photography taken around Paris and in David's Parisian kitchen. In 2004, David Lebovitz packed up his most treasured cookbooks, a well-worn cast-iron skillet, and his laptop and moved to Paris. In that time, the culinary culture of France has shifted as a new generation of chefs and home cooks—most notably in Paris—incorporates ingredients and techniques from around the world into traditional French dishes. In My Paris Kitchen, David remasters the classics, introduces lesser-known fare, and presents 100 sweet and savory recipes that reflect the way modern Parisians eat today. You’ll find Soupe à l’oignon, Cassoulet, Coq au vin, and Croque-monsieur, as well as Smoky barbecue-style pork, Lamb shank tagine, Dukkah-roasted cauliflower, Salt cod fritters with tartar sauce, and Wheat berry salad with radicchio, root vegetables, and pomegranate. And of course, there’s dessert: Warm chocolate cake with salted butter caramel sauce, Duck fat cookies, Bay leaf poundcake with orange glaze, French cheesecake...and the list goes on. David also shares stories told with his trademark wit and humor, and lush photography taken on location around Paris and in David’s kitchen reveals the quirks, trials, beauty, and joys of life in the culinary capital of the world.
Publisher: Ten Speed Press
ISBN: 1607742683
Category : Cooking
Languages : en
Pages : 354
Book Description
A collection of stories and 100 sweet and savory French-inspired recipes from popular food blogger David Lebovitz, reflecting the way Parisians eat today and featuring lush photography taken around Paris and in David's Parisian kitchen. In 2004, David Lebovitz packed up his most treasured cookbooks, a well-worn cast-iron skillet, and his laptop and moved to Paris. In that time, the culinary culture of France has shifted as a new generation of chefs and home cooks—most notably in Paris—incorporates ingredients and techniques from around the world into traditional French dishes. In My Paris Kitchen, David remasters the classics, introduces lesser-known fare, and presents 100 sweet and savory recipes that reflect the way modern Parisians eat today. You’ll find Soupe à l’oignon, Cassoulet, Coq au vin, and Croque-monsieur, as well as Smoky barbecue-style pork, Lamb shank tagine, Dukkah-roasted cauliflower, Salt cod fritters with tartar sauce, and Wheat berry salad with radicchio, root vegetables, and pomegranate. And of course, there’s dessert: Warm chocolate cake with salted butter caramel sauce, Duck fat cookies, Bay leaf poundcake with orange glaze, French cheesecake...and the list goes on. David also shares stories told with his trademark wit and humor, and lush photography taken on location around Paris and in David’s kitchen reveals the quirks, trials, beauty, and joys of life in the culinary capital of the world.
Gino’s Italian Family Adventure
Author: Gino D'Acampo
Publisher: Bloomsbury Publishing
ISBN: 1526628325
Category : Cooking
Languages : en
Pages : 428
Book Description
THE SUNDAY TIMES BESTSELLER TAKE A SEAT AT GINO'S FAMILY TABLE: with every recipe from his latest hit ITV series __________________ Italian families know that food is where the heart is. In his new book, Gino shares over 80 tried and tested recipes that work for busy families, ranging from quick weeknight one-pot meals to comforting roasts to decadent desserts – and even the dinners to make when the kids are out! You'll be amazed what you can do with cheap ingredients you can find anywhere. Try his: · HEARTY MUSHROOM PENNE with smoked pancetta and rosemary · BRAISED LAMB SHANKS in honey and red wine sauce · MACARONI QUATTRO FORMAGGI with fried breadcrumbs and sneaky veg · SPICY AUBERGINE BAKE with mozzarella and pecorino cheese · IRISH CREAM PANNA COTTA with chocolate coffee beans · ITALIAN BUCK'S FIZZ with prosecco and Cointreau Whether you've got hours or minutes to cook, whether your family wants adventurous new tastes or old familiar classics, Gino has the perfect recipe for you. Including the chapters Quick, One-Pot, Lighter, Sunday Specials, Kids Are Out and Desserts, this book will bring a ray of Italian sunshine into your family dinners. Buon appetito!
Publisher: Bloomsbury Publishing
ISBN: 1526628325
Category : Cooking
Languages : en
Pages : 428
Book Description
THE SUNDAY TIMES BESTSELLER TAKE A SEAT AT GINO'S FAMILY TABLE: with every recipe from his latest hit ITV series __________________ Italian families know that food is where the heart is. In his new book, Gino shares over 80 tried and tested recipes that work for busy families, ranging from quick weeknight one-pot meals to comforting roasts to decadent desserts – and even the dinners to make when the kids are out! You'll be amazed what you can do with cheap ingredients you can find anywhere. Try his: · HEARTY MUSHROOM PENNE with smoked pancetta and rosemary · BRAISED LAMB SHANKS in honey and red wine sauce · MACARONI QUATTRO FORMAGGI with fried breadcrumbs and sneaky veg · SPICY AUBERGINE BAKE with mozzarella and pecorino cheese · IRISH CREAM PANNA COTTA with chocolate coffee beans · ITALIAN BUCK'S FIZZ with prosecco and Cointreau Whether you've got hours or minutes to cook, whether your family wants adventurous new tastes or old familiar classics, Gino has the perfect recipe for you. Including the chapters Quick, One-Pot, Lighter, Sunday Specials, Kids Are Out and Desserts, this book will bring a ray of Italian sunshine into your family dinners. Buon appetito!
The Smitten Kitchen Cookbook
Author: Deb Perelman
Publisher: Knopf
ISBN: 0307961060
Category : Cooking
Languages : en
Pages : 696
Book Description
NEW YORK TIMES BEST SELLER • Celebrated food blogger and best-selling cookbook author Deb Perelman knows just the thing for a Tuesday night, or your most special occasion—from salads and slaws that make perfect side dishes (or a full meal) to savory tarts and galettes; from Mushroom Bourguignon to Chocolate Hazelnut Crepe. “Innovative, creative, and effortlessly funny." —Cooking Light Deb Perelman loves to cook. She isn’t a chef or a restaurant owner—she’s never even waitressed. Cooking in her tiny Manhattan kitchen was, at least at first, for special occasions—and, too often, an unnecessarily daunting venture. Deb found herself overwhelmed by the number of recipes available to her. Have you ever searched for the perfect birthday cake on Google? You’ll get more than three million results. Where do you start? What if you pick a recipe that’s downright bad? With the same warmth, candor, and can-do spirit her award-winning blog, Smitten Kitchen, is known for, here Deb presents more than 100 recipes—almost entirely new, plus a few favorites from the site—that guarantee delicious results every time. Gorgeously illustrated with hundreds of her beautiful color photographs, The Smitten Kitchen Cookbook is all about approachable, uncompromised home cooking. Here you’ll find better uses for your favorite vegetables: asparagus blanketing a pizza; ratatouille dressing up a sandwich; cauliflower masquerading as pesto. These are recipes you’ll bookmark and use so often they become your own, recipes you’ll slip to a friend who wants to impress her new in-laws, and recipes with simple ingredients that yield amazing results in a minimum amount of time. Deb tells you her favorite summer cocktail; how to lose your fear of cooking for a crowd; and the essential items you need for your own kitchen. From salads and slaws that make perfect side dishes (or a full meal) to savory tarts and galettes; from Mushroom Bourguignon to Chocolate Hazelnut Crepe Cake, Deb knows just the thing for a Tuesday night, or your most special occasion. Look for Deb Perelman’s latest cookbook, Smitten Kitchen Keepers!
Publisher: Knopf
ISBN: 0307961060
Category : Cooking
Languages : en
Pages : 696
Book Description
NEW YORK TIMES BEST SELLER • Celebrated food blogger and best-selling cookbook author Deb Perelman knows just the thing for a Tuesday night, or your most special occasion—from salads and slaws that make perfect side dishes (or a full meal) to savory tarts and galettes; from Mushroom Bourguignon to Chocolate Hazelnut Crepe. “Innovative, creative, and effortlessly funny." —Cooking Light Deb Perelman loves to cook. She isn’t a chef or a restaurant owner—she’s never even waitressed. Cooking in her tiny Manhattan kitchen was, at least at first, for special occasions—and, too often, an unnecessarily daunting venture. Deb found herself overwhelmed by the number of recipes available to her. Have you ever searched for the perfect birthday cake on Google? You’ll get more than three million results. Where do you start? What if you pick a recipe that’s downright bad? With the same warmth, candor, and can-do spirit her award-winning blog, Smitten Kitchen, is known for, here Deb presents more than 100 recipes—almost entirely new, plus a few favorites from the site—that guarantee delicious results every time. Gorgeously illustrated with hundreds of her beautiful color photographs, The Smitten Kitchen Cookbook is all about approachable, uncompromised home cooking. Here you’ll find better uses for your favorite vegetables: asparagus blanketing a pizza; ratatouille dressing up a sandwich; cauliflower masquerading as pesto. These are recipes you’ll bookmark and use so often they become your own, recipes you’ll slip to a friend who wants to impress her new in-laws, and recipes with simple ingredients that yield amazing results in a minimum amount of time. Deb tells you her favorite summer cocktail; how to lose your fear of cooking for a crowd; and the essential items you need for your own kitchen. From salads and slaws that make perfect side dishes (or a full meal) to savory tarts and galettes; from Mushroom Bourguignon to Chocolate Hazelnut Crepe Cake, Deb knows just the thing for a Tuesday night, or your most special occasion. Look for Deb Perelman’s latest cookbook, Smitten Kitchen Keepers!
The Best Simple Recipes
Author: America's Test Kitchen
Publisher: America's Test Kitchen
ISBN: 1933615591
Category : Cooking
Languages : en
Pages : 353
Book Description
The Best Simple Recipes offers more than 200 full-flavored easy-to-prepare recipes that can be on the table in 30 minutes or less in an easy-to-read paperback format. Just because time is short, it doesn't mean you have to settle for a can of soup or a sandwich for dinner, or making one of the many boring and flavorless fast recipes (which often aren't even as fast as they promise). Our test cooks have created more than 200 recipes that keep the ingredients and cooking time to a minimum and offer tons of flavor and plenty of variety. By combining steps, minimizing pans, and employing a little test kitchen trickery, our test cooks have made naturally fast recipes even faster, and they've made recipes that traditionally take hours ready for the table in half an hour. And while they used a minimum of ingredients, one thing they didn't minimize was flavor.
Publisher: America's Test Kitchen
ISBN: 1933615591
Category : Cooking
Languages : en
Pages : 353
Book Description
The Best Simple Recipes offers more than 200 full-flavored easy-to-prepare recipes that can be on the table in 30 minutes or less in an easy-to-read paperback format. Just because time is short, it doesn't mean you have to settle for a can of soup or a sandwich for dinner, or making one of the many boring and flavorless fast recipes (which often aren't even as fast as they promise). Our test cooks have created more than 200 recipes that keep the ingredients and cooking time to a minimum and offer tons of flavor and plenty of variety. By combining steps, minimizing pans, and employing a little test kitchen trickery, our test cooks have made naturally fast recipes even faster, and they've made recipes that traditionally take hours ready for the table in half an hour. And while they used a minimum of ingredients, one thing they didn't minimize was flavor.
The Martha Stewart Living Cookbook
Author: Martha Stewart Living Magazine
Publisher: Clarkson Potter
ISBN: 0307453359
Category : Cooking
Languages : en
Pages : 674
Book Description
Ten years ago, Martha Stewart made cooking a primary focus of her bold new magazine, Martha Stewart Living. Over the decade, each issue has been a treasure of culinary information and inspiration, bringing the pleasures of cooking and entertaining--in impeccable style--to millions of devoted readers, from novice cooks to professional caterers. At last all of Martha's favorite magazine recipes have been gathered in a single volume. The Martha Stewart Cookbook is a compendium of the best of the best from the food pages of every issue. But more than a mere collection, this specially designed volume is a major step in Martha's mission to keep home cooking traditions alive. The Martha Stewart Cookbook is filled with recipes--1200 in all--for every kind of cook and every occasion. Some recipes invite you to stretch your cooking knowledge and expertise while others provide inspiration--and instruction--for what to have for dinner. Organized, in trademark style, for maximum practicality and ease of use, this major general-purpose cookbook features nineteen classically arranged chapters, from Basics, Breakfast, and Hors d:Oeuvres to Meat, Poultry, Fish and Shellfish and Desserts. In between there are Salads, Soups, Vegetables and whole chapters devoted to Vegetarian Main Courses and Potatoes. Throughout, there are basic classes--cooking 101s--for making food that should be in every cook's repertoire: macaroni and cheese, omelets, roast turkey, fried chicken and mashed potatoes. Specialty dishes are here, too, whether the occasion calls for a casual cocktail party, dinner with the in-laws, or a sit down luncheon for a bride-to-be. Cooking tips and techniques, pantry and equipment glossaries plus a guide to finding unusual ingredients make the kitchen tested recipes accessible to home cooks everywhere. An ideal reference, The Martha Stewart Cookbook belongs on every kitchen counter in America. Martha Stewart is the author of thirteen best-selling original books on food, entertaining, gardening, and home restoration, is the chairman and chief executive officer of Martha Stewart Living Omnimedia. She lives in Connecticut, Maine, and on Long Island.
Publisher: Clarkson Potter
ISBN: 0307453359
Category : Cooking
Languages : en
Pages : 674
Book Description
Ten years ago, Martha Stewart made cooking a primary focus of her bold new magazine, Martha Stewart Living. Over the decade, each issue has been a treasure of culinary information and inspiration, bringing the pleasures of cooking and entertaining--in impeccable style--to millions of devoted readers, from novice cooks to professional caterers. At last all of Martha's favorite magazine recipes have been gathered in a single volume. The Martha Stewart Cookbook is a compendium of the best of the best from the food pages of every issue. But more than a mere collection, this specially designed volume is a major step in Martha's mission to keep home cooking traditions alive. The Martha Stewart Cookbook is filled with recipes--1200 in all--for every kind of cook and every occasion. Some recipes invite you to stretch your cooking knowledge and expertise while others provide inspiration--and instruction--for what to have for dinner. Organized, in trademark style, for maximum practicality and ease of use, this major general-purpose cookbook features nineteen classically arranged chapters, from Basics, Breakfast, and Hors d:Oeuvres to Meat, Poultry, Fish and Shellfish and Desserts. In between there are Salads, Soups, Vegetables and whole chapters devoted to Vegetarian Main Courses and Potatoes. Throughout, there are basic classes--cooking 101s--for making food that should be in every cook's repertoire: macaroni and cheese, omelets, roast turkey, fried chicken and mashed potatoes. Specialty dishes are here, too, whether the occasion calls for a casual cocktail party, dinner with the in-laws, or a sit down luncheon for a bride-to-be. Cooking tips and techniques, pantry and equipment glossaries plus a guide to finding unusual ingredients make the kitchen tested recipes accessible to home cooks everywhere. An ideal reference, The Martha Stewart Cookbook belongs on every kitchen counter in America. Martha Stewart is the author of thirteen best-selling original books on food, entertaining, gardening, and home restoration, is the chairman and chief executive officer of Martha Stewart Living Omnimedia. She lives in Connecticut, Maine, and on Long Island.
The Mom 100 Cookbook
Author: Katie Workman
Publisher: Workman Publishing Company
ISBN: 076117124X
Category : Cooking
Languages : en
Pages : 397
Book Description
Introducing the lifesaving cookbook for every mother with kids at home—the book that solves the 20 most common cooking dilemmas. What’s your predicament: breakfast on a harried school morning? The Mom 100’s got it—Personalized Pizzas are not only fast but are nutritious, and hey, it doesn’t get any better than pizza for breakfast. Kids making noise about the same old lunch? The Mom 100’s got it—three different Turkey Wraps, plus a Wrap Blueprint delivers enough variety to last for years. Katie Workman, founding editor in chief of Cookstr.com and mother of two school-age kids, offers recipes, tips, techniques, attitude, and wisdom for staying happy in the kitchen while proudly keeping it homemade—because homemade not only tastes best, but is also better (and most economical) for you. The Mom 100 is 20 dilemmas every mom faces, with 5 solutions for each: including terrific recipes for the vegetable-averse, the salad-rejector, for the fish-o-phobe, or the overnight vegetarian convert. “Fork-in-the-Road” variations make it easy to adjust a recipe to appeal to different eaters (i.e., the kids who want bland and the adults who don’t). “What the Kids Can Do” sidebars suggest ways for kids to help make each dish.
Publisher: Workman Publishing Company
ISBN: 076117124X
Category : Cooking
Languages : en
Pages : 397
Book Description
Introducing the lifesaving cookbook for every mother with kids at home—the book that solves the 20 most common cooking dilemmas. What’s your predicament: breakfast on a harried school morning? The Mom 100’s got it—Personalized Pizzas are not only fast but are nutritious, and hey, it doesn’t get any better than pizza for breakfast. Kids making noise about the same old lunch? The Mom 100’s got it—three different Turkey Wraps, plus a Wrap Blueprint delivers enough variety to last for years. Katie Workman, founding editor in chief of Cookstr.com and mother of two school-age kids, offers recipes, tips, techniques, attitude, and wisdom for staying happy in the kitchen while proudly keeping it homemade—because homemade not only tastes best, but is also better (and most economical) for you. The Mom 100 is 20 dilemmas every mom faces, with 5 solutions for each: including terrific recipes for the vegetable-averse, the salad-rejector, for the fish-o-phobe, or the overnight vegetarian convert. “Fork-in-the-Road” variations make it easy to adjust a recipe to appeal to different eaters (i.e., the kids who want bland and the adults who don’t). “What the Kids Can Do” sidebars suggest ways for kids to help make each dish.
Let's Pretend This Never Happened
Author: Jenny Lawson
Publisher: Penguin
ISBN: 1101573082
Category : Biography & Autobiography
Languages : en
Pages : 384
Book Description
The #1 New York Times bestselling (mostly true) memoir from the hilarious author of Furiously Happy. “Gaspingly funny and wonderfully inappropriate.”—O, The Oprah Magazine When Jenny Lawson was little, all she ever wanted was to fit in. That dream was cut short by her fantastically unbalanced father and a morbidly eccentric childhood. It did, however, open up an opportunity for Lawson to find the humor in the strange shame-spiral that is her life, and we are all the better for it. In the irreverent Let’s Pretend This Never Happened, Lawson’s long-suffering husband and sweet daughter help her uncover the surprising discovery that the most terribly human moments—the ones we want to pretend never happened—are the very same moments that make us the people we are today. For every intellectual misfit who thought they were the only ones to think the things that Lawson dares to say out loud, this is a poignant and hysterical look at the dark, disturbing, yet wonderful moments of our lives. Readers Guide Inside
Publisher: Penguin
ISBN: 1101573082
Category : Biography & Autobiography
Languages : en
Pages : 384
Book Description
The #1 New York Times bestselling (mostly true) memoir from the hilarious author of Furiously Happy. “Gaspingly funny and wonderfully inappropriate.”—O, The Oprah Magazine When Jenny Lawson was little, all she ever wanted was to fit in. That dream was cut short by her fantastically unbalanced father and a morbidly eccentric childhood. It did, however, open up an opportunity for Lawson to find the humor in the strange shame-spiral that is her life, and we are all the better for it. In the irreverent Let’s Pretend This Never Happened, Lawson’s long-suffering husband and sweet daughter help her uncover the surprising discovery that the most terribly human moments—the ones we want to pretend never happened—are the very same moments that make us the people we are today. For every intellectual misfit who thought they were the only ones to think the things that Lawson dares to say out loud, this is a poignant and hysterical look at the dark, disturbing, yet wonderful moments of our lives. Readers Guide Inside
Mademoiselle
Grokking Deep Learning
Author: Andrew W. Trask
Publisher: Simon and Schuster
ISBN: 163835720X
Category : Computers
Languages : en
Pages : 475
Book Description
Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just a few of the exciting modern advancements possible thanks to deep learning. About the Book Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Using only Python and its math-supporting library, NumPy, you'll train your own neural networks to see and understand images, translate text into different languages, and even write like Shakespeare! When you're done, you'll be fully prepared to move on to mastering deep learning frameworks. What's inside The science behind deep learning Building and training your own neural networks Privacy concepts, including federated learning Tips for continuing your pursuit of deep learning About the Reader For readers with high school-level math and intermediate programming skills. About the Author Andrew Trask is a PhD student at Oxford University and a research scientist at DeepMind. Previously, Andrew was a researcher and analytics product manager at Digital Reasoning, where he trained the world's largest artificial neural network and helped guide the analytics roadmap for the Synthesys cognitive computing platform. Table of Contents Introducing deep learning: why you should learn it Fundamental concepts: how do machines learn? Introduction to neural prediction: forward propagation Introduction to neural learning: gradient descent Learning multiple weights at a time: generalizing gradient descent Building your first deep neural network: introduction to backpropagation How to picture neural networks: in your head and on paper Learning signal and ignoring noise:introduction to regularization and batching Modeling probabilities and nonlinearities: activation functions Neural learning about edges and corners: intro to convolutional neural networks Neural networks that understand language: king - man + woman == ? Neural networks that write like Shakespeare: recurrent layers for variable-length data Introducing automatic optimization: let's build a deep learning framework Learning to write like Shakespeare: long short-term memory Deep learning on unseen data: introducing federated learning Where to go from here: a brief guide
Publisher: Simon and Schuster
ISBN: 163835720X
Category : Computers
Languages : en
Pages : 475
Book Description
Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just a few of the exciting modern advancements possible thanks to deep learning. About the Book Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Using only Python and its math-supporting library, NumPy, you'll train your own neural networks to see and understand images, translate text into different languages, and even write like Shakespeare! When you're done, you'll be fully prepared to move on to mastering deep learning frameworks. What's inside The science behind deep learning Building and training your own neural networks Privacy concepts, including federated learning Tips for continuing your pursuit of deep learning About the Reader For readers with high school-level math and intermediate programming skills. About the Author Andrew Trask is a PhD student at Oxford University and a research scientist at DeepMind. Previously, Andrew was a researcher and analytics product manager at Digital Reasoning, where he trained the world's largest artificial neural network and helped guide the analytics roadmap for the Synthesys cognitive computing platform. Table of Contents Introducing deep learning: why you should learn it Fundamental concepts: how do machines learn? Introduction to neural prediction: forward propagation Introduction to neural learning: gradient descent Learning multiple weights at a time: generalizing gradient descent Building your first deep neural network: introduction to backpropagation How to picture neural networks: in your head and on paper Learning signal and ignoring noise:introduction to regularization and batching Modeling probabilities and nonlinearities: activation functions Neural learning about edges and corners: intro to convolutional neural networks Neural networks that understand language: king - man + woman == ? Neural networks that write like Shakespeare: recurrent layers for variable-length data Introducing automatic optimization: let's build a deep learning framework Learning to write like Shakespeare: long short-term memory Deep learning on unseen data: introducing federated learning Where to go from here: a brief guide