Deep Learning with Python

In Deep Learning with Python, Second Edition, updated from the original bestseller with over 50% new content, you'll explore challenging concepts and practice applications in computer vision, natural-language processing, and generative models. The bestseller revised Deep Learning with Python, Second Edition is a comprehensive introduction to the field of deep learning using Python and the powerful Keras library, written by the creator of Keras himself. This revised edition has been updated with new chapters, new tools, and cutting-edge techniques drawn from the latest research. In Deep Learning with Python, Second Edition, updated from the original bestseller with over 50% new content, you'll explore challenging concepts and practice applications in computer vision, natural-language processing, and generative models, building your understanding through practical examples and intuitive explanations that make the complexities of deep learning easily accessible. Purchase of the print book

Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Facebook's Artificial Intelligence Research Group.You'll start with a perspective on how and why deep learning with PyTorch has emerged as an path-breaking framework with a set of tools and techniques to solve real-world problems. Next, the book will ground you with the mathematical fundamentals of linear algebra, vector calculus, probability and optimization. Having established this foundation, you'll move on to key components and functionality of PyTorch including layers, loss functions and optimization algorithms. You'll also gain an understanding of Graphical Processing Unit (GPU) based computation, which is essential for training deep learning models

Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python. The book focuses on an end-to-end approach to developing supervised learning

Deep learning is applicable to a widening range of artificial intelligence problems, such as image classification, speech recognition, text classification, question answering, text-to-speech, and opt

Discover the practical aspects of implementing deep-learning solutions using the rich Python ecosystem. This book bridges the gap between the academic state-of-the-art and the industry state-of-the-pr

Finally! Deep Neural Networks Simplified with PythonDeep Learning Step by Step with Python takes you on a gentle, fun and unhurried journey to building your own deep neural network models in Python. U

Count to ten and race to launch your rocket first with this interactive learning game from Scholastic Early Learners! An innovative, math-focused learning game complete with QR-code guidance. Provides

In this collection of essays -- a follow up to My Way and Our Stories -- John Martin Fischer defends the contention that moral responsibility is associated with "deep control". Fischer defines deep co

Take the plunge with Science Comics: Deep Sea Creatures! Science Comics is a popular nonfiction STEM series with over a million copies in print! Every volume of Science Comics offers a complete introduction to a particular topic--dinosaurs, the solar system, volcanoes, bats, robots, and more! In this volume, you'll see real-life sea creatures like giant isopods, colossal squids, blood-sucking lampreys, and horrific anglerfish. Unravel the mysteries of how these creatures evolved to survive where there is no light, hardly any food, and water pressure so intense it would squash you like a sea slug! Turn the page and prepare to go deep!

Sharks, shipwreck, and sunken treasure in this action packed survival series from bestselling and award-winning author Gordon Korman.What lies in the deep? Not just coral and sand. Not just undersea creatures that have never seen the light. No, the deep holds something even more mysterious and valuable.Kaz, Dante, Adriana, and Star started the summer thinking they were going to study marine life. Now they've found sunken treasure. And they're not the only ones who want to keep it.

Learn all the essential facts about our solar system and beyond in this illustrated, interactive, and educational activity book for kids. How old is the universe? How was the Earth formed? What lies beyond our solar system? Active Learning: Stars & Planets covers all these questions and more! Children will have fun learning through doing, with dozens of different activity types to fully engage with and explore the stars and planets in outer space. Kids aged 8-12 will be occupied for hours as they pore over the information-packed pages in this space activity book and tackle the wide range of puzzles - including mazes and tangles, code-breakers, matching games, anagrams, word searches, logic games, classification and identification games, quizzes, sudoku, odd one out, drawing, and colouring.This exciting stars and planets activity book for children includes: - Detailed, high-quality illustrations and photography alongside informative text to engage children aged 8-12 with learning. -

Support students by helping them identify and practice positive behaviors and develop empathy with Social and Emotional Learning Activities. Research shows that SEL experiences improve student achievement, reduce stress, and increase positive behaviors such as kindness, gratitude, and empathy.Social and Emotional Learning Activities includes 100+ engaging activities that help you weave social and emotional learning activities into the busy school day! Activities include skill practice across the curriculum by incorporating writing, reading, math, social studies, and cultural diversity into SEL instruction.Each unit has a different SEL focus and includes a teacher page with an introduction and corresponding activity pages. Children will learn positive behaviors, develop self-love, and learn empathy through:Real-world scenariosMindfulness activitiesCommunication activitiesCreative writingMazes, puzzles, and gamesArt projectsCritical thinking and problem solvingActivities may be used for

Support students by helping them identify and practice positive behaviors and develop empathy with Social and Emotional Learning Activities. Research shows that SEL experiences improve student achievement, reduce stress, and increase positive behaviors such as kindness, gratitude, and empathy.Social and Emotional Learning Activities includes 100+ engaging activities that help you weave social and emotional learning activities into the busy school day! Activities include skill practice across the curriculum by incorporating writing, reading, math, social studies, and cultural diversity into SEL instruction.Each unit has a different SEL focus and includes a teacher page with an introduction and corresponding activity pages. Children will learn positive behaviors, develop self-love, and learn empathy through:Real-world scenariosMindfulness activitiesCommunication activitiesCreative writingMazes, puzzles, and gamesArt projectsCritical thinking and problem solvingActivities may be used for

Support students by helping them identify and practice positive behaviors with Social and Emotional Learning Activities. Research shows that SEL experiences improve student achievement, reduce stress, and increase positive behaviors such as kindness, gratitude, and empathy.Social and Emotional Learning Activities includes 100+ engaging activities that help you weave social and emotional learning activities into the busy school day! Activities include skill practice across the curriculum by incorporating writing, reading, math, social studies, and cultural diversity into SEL instruction.Each unit has a different SEL focus and includes a teacher page with an introduction and corresponding activity pages. Children will learn positive behaviors and self-image through:Hypothetical scenariosCreative writingMazes, puzzles, and gamesArt projectsCritical thinking and problem solvingActivities may be used for whole-class instruction or small groups, or completed individually at home. The nine un

Support students by helping them identify and practice positive behaviors and develop empathy with Social and Emotional Learning Activities. Research shows that SEL experiences improve student achievement, reduce stress, and increase positive behaviors such as kindness, gratitude, and empathy.Social and Emotional Learning Activities includes 100+ engaging activities that help you weave social and emotional learning activities into the busy school day! Activities include skill practice across the curriculum by incorporating writing, reading, math, social studies, and cultural diversity into SEL instruction.Each unit has a different SEL focus and includes a teacher page with an introduction and corresponding activity pages. Children will learn positive behaviors, develop self-love, and learn empathy through:Real-world scenariosMindfulness activitiesCommunication activitiesCreative writingMazes, puzzles, and gamesArt projectsCritical thinking and problem solvingActivities may be used for

Learn and play with Dr. Seuss in this ultimate Preschool workbook, with over 300 curriculum-based activities ranging from letters, numbers, social emotional learning, to science!This multi-subject, cu

This fun box set is filled with nine sturdy, fun, educational board books that support children's early learning. Topics include Animals, Letters and Counting, Things that Go, Colors and Shapes, and m

Perfect for revising Spanish Grammar offering a clear and easy-to-understand guide to the verbs and grammar of Spanish with hundreds of practical exercises. Designed for all those learning Spanish at

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosyste

Join Liko and Roy on their journey to become real Pokémon Trainers as they embark on a series of training battles.This simple story book is accessible to young readers who are learning to read independently.Liko, Sprigatito, Roy, and Fuecoco are now official members of the Rising Volt Tacklers and ask Friede to train them, but Friede has an electrifying surprise in store for them. Will they manage to dig deep and uncover what it takes to become true Pokémon Trainers?This Level 2 reader includes longer sentence structures, more challenging vocabulary, paragraphs and short chapter lengths.