practical deep learning 2nd edition ronald t kneusel

If you''ve been curious about artificial intelligence and machine learning but didn''t know where to start, this is the book you''ve been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning, 2nd Edition teaches you the why of deep learning and will inspire you to explore further. All you need is basic familiarity with computer programming and high school math - the book will cover the rest. After an introduction to Python, you''ll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models'' performance. You''ll also learn: How to use classic machine learning models like k-Nearest Neighbours, Random Forests, and Support Vector Machines, How neural networks work and how they''re trained, How to use convolutional neural networks, How to develop a successful deep learning model from scratch. You''ll conduct experiments along the way, building to a final case study that incorporates everything you''ve learned. This second edition is thoroughly revised and updated, and adds ... Unknown localization key: "more"

Objev podobné jako Practical Deep Learning, 2nd Edition - Ronald T. Kneusel

This step-by-step guide teaches you how to build practical deep learning applications for the cloud and mobile using a hands-on approach.

Objev podobné jako Practical Deep Learning for Cloud and Mobile - Anirudh Koul, Siddha Ganju, Meher Kasam

Discover just how easy it is to learn Brazilian Portuguese with this updated edition of The Everything Learning Brazilian Portuguese Book with new online audio so you can quickly access the pronunciation guide and exercises while you’re reading.The Everything Learning Brazilian Portuguese Book, 2nd Edition makes Brazilian Portuguese a breeze to learn. Whether you are interested in the area or are adding a valuable second language to your resume, you’ll learn how to: -Understand Portuguese grammar -Improve pronunciation -Ask basic questions in Portuguese -Have basic conversations when traveling, dining out, conduction business, and shopping -And so much more This helpful guide includes links to online audio pronunciation guides, vocabulary lists, and interactive exercises. Packed with dialogue examples, self-tests, and English-to-Portuguese and Portuguese-to-English dictionaries, The Everything Learning Brazilian Portuguese Book, 2nd Edition will have you speaking—and understanding—Portuguese in no time.

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Discover just how easy it is to learn Russian with this updated edition of The Everything Learning Russian Book with new online audio so you can quickly access the pronunciation guide and exercises while you’re reading.Learning a foreign language can be intimidating, but the Everything Series language books can help. Now with online audio, The Everything Learning Russian Book, 2nd Edition makes Russian easy to grasp. Whether you are interested in the area or are adding a valuable second language to your resume, you’ll learn how to: -Read the Cyrillic alphabet -Understand Russian grammar -Improve pronunciation -Have basic conversations when traveling, dining out, conducting business, and shopping -And so much more This helpful guide includes links to online pronunciation guides, extensive vocabulary lists, and interactive exercises. Packed with dialogue examples, self-tests, and English-to-Russian and Russian-to-English dictionaries, The Everything Learning Russian Book, 2nd Edition will have you speaking—and understanding—Russian in no time.

Objev podobné jako The Everything Learning Russian Book, 2nd Edition - Yulia Stakhnevich

Discover just how easy it is to learn Italian with this updated edition of The Everything Learning Italian Book with new online audio so you can quickly access the pronunciation guide and exercises while you’re reading.Learning Italian has never been more fun or more accessible! Now with online audio, this all-in-one guide provides step-by-step instruction in vocabulary, grammar, and pronunciation. Learn how to: -Master the essentials of Italian grammar -Perfect your Italian pronunciation -Ask questions and hold conversations -Navigate basic dialogues for travel, dining, business, and shopping This must-have resource features online audio pronunciation guides, extensive vocabulary lists, and interactive exercises. Complete with dialogue examples, self-tests, and English-to-Italian and Italian-to-English dictionaries, The Everything Learning Italian Book, 3rd Edition will have you speaking—and understanding—Italian with confidence before you know it.

Objev podobné jako The Everything Learning Italian Book, 3rd Edition - Ronald Glenn, M.A. Wrigley

Artificial intelligence is everywhere - from self-driving cars, to image generation from text, to the unexpected power of language systems like ChatGPT - yet few people seem to know how it all really works. How AI Works unravels the mysteries of artificial intelligence, without the complex math and unnecessary jargon. You''ll learn: the relationship between artificial intelligence, machine learning, and deep learning; the history behind AI and why the artificial intelligence revolution is happening now; how decades of work in symbolic AI failed and opened the door for the emergence of neural networks; what neural networks are, how they are trained, and why all the wonder of modern AI boils down to a simple, repeated unit that knows how to multiply input numbers to produce an output number, and the implications of large language models, like ChatGPT and Bard, on our society - nothing will be the same again. AI isn''t magic. If you''ve ever wondered how it works, what it can do, or why there''s so much hype, How AI Works will teach you everything you want to know.

Objev podobné jako How AI Works - Ronald T. Kneusel

A 2nd Edition of this pocket-sized revision guide. An invaluable companion to the 2nd Edition Student Book, 2nd Edition Revision Guide and the original (and still completely relevant) Revision App.â”’All the topic essentials on one small page.â”’AO1 Description: Six points are provided for 6 AO1 marks in extended writing questions.â”’AO3 Evaluation: Three AO3 points plus counterpoint and discussion point very concisely presented.â”’Test your knowledge with quickfire MCQ questions.â”’Extended writing questions to guide exam practice. â”’Information is presented as ''trigger phrases'' to improve recall - psychologists say it''s the best way to revise! PLEASE NOTE: Approaches in Psychology, Biopsychology and Research Methods for A Level are included in this book and not in the A Level Year 2 2nd Edition Flashbook.

Objev podobné jako AQA Psychology for A Level Year 1 & AS Flashbook: 2nd Edition - Cara Flanagan, Rob Liddle, Matt Jarvis, Arwa Mohamedbhai

A 2nd Edition of this pocket-sized revision guide. An invaluable companion to the 2nd Edition Student Book, 2nd Edition Revision Guide and the original (and still completely relevant) Revision App.â”’ All the topic essentials on one small page.â”’AO1 Description: Six points are provided for 6 AO1 marks in extended writing questions.â”’AO3 Evaluation: Three AO3 points plus counterpoint and discussion point very concisely presented.â”’Test your knowledge with quickfire MCQ questions.â”’Extended writing questions to guide exam practice.â”’ Information is presented as ''trigger phrases'' to improve recall - psychologists say it''s the best way to revise! PLEASE NOTE: Approaches in Psychology, Biopsychology and Research Methods are included in the Year 1 & AS 2nd Edition Flashbook and not in this book.

Objev podobné jako AQA Psychology for A Level Year 2 Flashbook: 2nd Edition - Cara Flanagan, Rob Liddle, Matt Jarvis, Arwa Mohamedbhai

Discover the ins and outs of Wall Street with the 2nd edition to the engaging, informative, and easy-to-navigate guide to investing with all-new entries and updates throughout.Investing for the first time can be intimidating. In easy-to-understand language, Stock Market 101, 2nd Edition provides the groundwork needed to begin building knowledge on the stock market. It cuts out the boring explanations of basic investing, and instead provides hands-on lessons that keep you engaged as you learn how to build a portfolio and expand your wealth. Full of basic definitions and real-life examples, Stock Market 101, 2nd Edition alleviates any uneasy or overwhelmed feelings during your first steps toward your investment goals. From bull markets to bear markets to sideways markets, this primer is packed with hundreds of entertaining tidbits and concepts that you won’t be able to get anywhere else. So whether you’re looking to master the major principles of stock market investing or just want to learn more about how the market shifts over time, Stock Market 101, 2nd Edition has all the answers—even the ones you didn’t know you were looking for.

Objev podobné jako Stock Market 101, 2nd Edition - Michele Cagan

Hodinky Orient Star Sports M42 Diver 1964 2nd Edition RE-AU0702B Limited Edition jsou limitovanou edicí úspěšné potápěčské kolekce Orient Star, vyvedené v titanu s tvrzeným povrchem. Nabízí nepřehlédnutelný design a vlastnosti potápěčských hodinek, které však oceníte i při každodenním nošení.Hodinky Orient Star Sports RE-AU0702B Diver 1964 2nd Edition jsou poctou ikonickým prvním potápěčským hodinkám Calendar Auto Orient z roku 1964, od jejichž uvedení letos uplynulo 60 let. Orient Star Diver 1964 2nd…

Objev podobné jako Orient Star Sports M42 Diver 1964 2nd Edition RE-AU0702B Limited Edition

Second edition of the best-selling Practical SQL. An approachable guide to programming in SQL (Structured Query Language) that will teach even beginning programmers how to build powerful databases and analyze data to find meaningful information.

Objev podobné jako Practical SQL, 2nd Edition - Anthony Debarros

Pánské hodinky Orient Star Sports RE-AU0602E M42 Diver 1964 2nd Edition jsou novou podobou úspěšné potápěčské kolekce Orient Star, nabízí nepřehlédnutelný design a vlastnosti potápěčských hodinek, které však oceníte i při každodenním nošení.Hodinky Orient Star Sports RE-AU0602E Diver 1964 2nd Edition jsou poctou ikonickým prvním potápěčským hodinkám Calendar Auto Orient z roku 1964. Orient Star Diver 1964 2nd Edition dokonale kombinují designové prvky minulosti a současnosti. Přebírají výrazné indexy a…

Objev podobné jako Orient Star Sports RE-AU0602E M42 Diver 1964 2nd Edition

Pánské hodinky Orient Star Sports RE-AU0601B M42 Diver 1964 2nd Edition jsou novou podobou úspěšné potápěčské kolekce Orient Star, nabízí nepřehlédnutelný design a vlastnosti potápěčských hodinek, které však oceníte i při každodenním nošení.Hodinky Orient Star Sports RE-AU0601B Diver 1964 2nd Edition jsou poctou ikonickým prvním potápěčským hodinkám Calendar Auto Orient z roku 1964. Orient Star Diver 1964 2nd Edition dokonale kombinují designové prvky minulosti a současnosti. Přebírají výrazné indexy a…

Objev podobné jako Orient Star Sports RE-AU0601B M42 Diver 1964 2nd Edition

Pouzdro na mobil - pro Nokia C2 2nd Edition, flipové, materiál TPU a umělá kůže, ochrana displeje proti poškrábání, prostor pro kreditní kartu, integrovaný stojánek, zavírání na magnet a výřezy pro konektory a tlačítka Máte strach z poškození vašeho telefonu? Pouzdro na mobil od výrobce FIXED nabízí kompletní ochranu proti běžným škodám, včetně odření a škrábanců. Jedná se o tvrdé flipové pouzdro, díky čemuž si neznehodnotíte jak zadní, tak ani přední stranu. Nabízená varianta je vyrobena z materiálu, jakým je TPU a umělá kůže. Samozřejmostí jsou výřezy určené pro klíčové ovládací prvky telefonu. Chytrou drobností je přihrádka určená pro platební či jinou kartu. Pouzdru dodal výrobce navíc i stojánek, který slouží k většímu pohodlí při sledování videí nebo čtení. Jeho zavírání na magnet zabezpečí, že se samo tak jednoduše neotevře. Pouzdro na Nokia C2 2nd Edition vás jistě nezklame. Klíčové přednosti pouzdra na mobil FIXED Topic pro Nokia C2 2nd Edition černé...

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Art Fundamentals 2nd Edition is a fully revised and updated back-to-basics title, packed with the fundamental concepts, conventions, and theory every beginner artist needs to create successful work. This essential book is written by industry experts who thoroughly address key basics including color and light, composition, perspective and depth, and anatomy in a series of insightful chapters. As well as being the perfect introduction for newcomers, Art Fundamentals 2nd Edition also offers experienced artists the chance to brush up on their theory and discover new tricks, tips, and techniques to advance their art even further. Richly illustrated throughout for optimal learning, each section of the book is specifically designed to guide the reader through the essential yet often challenging elements that make up the foundations of art, no matter which medium or technique is used. As fascinating and illuminating as it is practical and essential, Art Fundamentals 2nd Edition contains the foundations of art, presented, taught, and completely demystified for the today’s artist.

Objev podobné jako Art Fundamentals 2nd edition

Super Minds 2nd Edition is a thoroughly updated and enhanced new edition of a much-loved English course from this renowned author team. It combines a rich learning experience with the latest pedagogical research. Accompany your students on exciting adventures with the intrepid characters, as they enjoy creative projects, authentic CLIL content, and the flexibility of the extensive skills practice, whilst working towards B1 level. Aligned to the Cambridge Life Competencies Framework, Super Minds 2nd Edition has a particular focus on developing critical and creative thinking skills, helping to create curious and successful lifelong learners.

Objev podobné jako Super Minds Student’s Book with eBook Starter, 2nd Edition - Herbert Puchta

Super Minds 2nd Edition is a thoroughly updated and enhanced new edition of a much-loved English course from this renowned author team. It combines a rich learning experience with the latest pedagogical research. Accompany your students on exciting adventures with the intrepid characters, as they enjoy creative projects, authentic CLIL content, and the flexibility of the extensive skills practice, whilst working towards B1 level. Aligned to the Cambridge Life Competencies Framework, Super Minds 2nd Edition has a particular focus on developing critical and creative thinking skills, helping to create curious and successful lifelong learners.

Objev podobné jako Super Minds Student’s Book with eBook Level 1, 2nd Edition - Herbert Puchta

Super Minds 2nd Edition is a thoroughly updated and enhanced new edition of a much-loved English course from this renowned author team. It combines a rich learning experience with the latest pedagogical research. Accompany your students on exciting adventures with the intrepid characters, as they enjoy creative projects, authentic CLIL content, and the flexibility of the extensive skills practice, whilst working towards B1 level. Aligned to the Cambridge Life Competencies Framework, Super Minds 2nd Edition has a particular focus on developing critical and creative thinking skills, helping to create curious and successful lifelong learners.

Objev podobné jako Super Minds Student’s Book with eBook Level 2, 2nd Edition - Herbert Puchta

Super Minds 2nd Edition is a thoroughly updated and enhanced new edition of a much-loved English course from a renowned author team. It combines rich learning experience with the latest pedagogical research. Follow lively characters through exciting adventures as they guide the learner through a rigorous English syllabus towards B1, with authentic CLIL content, creative projects and extensive skills practice. Much more than an English course, Super Minds 2nd Edition is aligned to Cambridge Life Competencies, with a particular focus on developing critical and creative thinking skills, helping to create curious and successful lifelong learners.

Objev podobné jako Super Minds Student’s Book with eBook Level 3, 2nd Edition - Herbert Puchta

Super Minds 2nd Edition is a thoroughly updated and enhanced new edition of a much-loved English course from this renowned author team. It combines a rich learning experience with the latest pedagogical research. Accompany your students on exciting adventures with the intrepid characters, as they enjoy creative projects, authentic CLIL content, and the flexibility of the extensive skills practice, whilst working towards B1 level. Aligned to the Cambridge Life Competencies Framework, Super Minds 2nd Edition has a particular focus on developing critical and creative thinking skills, helping to create curious and successful lifelong learners.

Objev podobné jako Super Minds Student’s Book with eBook Level 4, 2nd Edition - Herbert Puchta

Written for developers with some understanding of deep learning algorithms. Experience with reinforcement learning is not required. Grokking Deep Reinforcement Learning introduces this powerful machine learning approach, using examples, illustrations, exercises, and crystal-clear teaching. You''ll love the perfectly paced teaching and the clever, engaging writing style as you dig into this awesome exploration of reinforcement learning fundamentals, effective deep learning techniques, and practical applications in this emerging field. We all learn through trial and error. We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement learning: building machine learning systems that explore and learn based on the responses of the environment. • Foundational reinforcement learning concepts and methods • The most popular deep reinforcement learning agents solving high-dimensional environments • Cutting-edge agents that emulate human-like behavior and techniques for artificial general intelligence Deep reinforcement learning is a form of machine learning in which AI agents learn optimal behavior on their own from raw sensory input. The system perceives the environment, interprets the results of its past decisions and uses this information to optimize its behavior for ... Unknown localization key: "more"

Objev podobné jako Grokking Deep Reinforcement Learning - Miguel Morales

Develop advanced reading skills with 180 Days(TM): Reading, 2nd Edition, a workbook of engaging and effective daily practice activities. This easy-to-use sixth grade workbook is great for at-home learning or classroom instruction. Encourage students to read and write more confidently with these standards-based learning activities. The 2nd Edition of this activity book incorporates thematic units and a combination of fiction, nonfiction, and nontraditional texts. The new edition also reinforces the connection between reading and writing by having students write about what they read. Parents appreciate the grade-appropriate reading passages and interesting topics that children will enjoy. The daily reading practice is ideal for homeschool, to reinforce learning at school, or to prepare for middle school. Teachers rely on these workbooks to save them valuable time and address learning gaps.

Objev podobné jako 180 Daysâ„¢: Reading for Sixth Grade, 2nd Edition - Joe Rhatigan, Melissa Boscarino

A comprehensive and easy-to-understand guide to the ins and outs of retirement planning—updated to include the latest information on new terminology, guideline updates, revised laws, and more making it the key resource for creating a retirement you can live on!How much do I need to retire? Can I retire early? What’s the retirement age, anyway? No matter whether you’re twenty-five, sixty-five, or any age in between, you probably have questions about retirement and knowing the answers is the key to planning your future. And with changes to essential retirement structures like investment accounts, social security and Medicare, it’s important to stay up to date for your own benefit. Whether you want to retire as soon as possible or are looking forward to continuing to work in some form for as long as you can, Retirement 101, 2nd Edition guides you through each step as you approach this life-changing milestone. Now this 2nd edition includes updated information on: -Social security and Medicare -Investment account contributions -Required minimum distribution rules -Student debt payments -Enrollment changes -And more! From how to save for the day when you stop—or scale back—working to smart investment strategies to the best states to retire in to how ... Unknown localization key: "more"

Objev podobné jako Retirement 101, 2nd Edition - Michele Cagan

Engage the World Change the World Deep Learning has claimed the attention of educators and policymakers around the world. This book not only defines what deep learning is, but takes up the question of how to mobilize complex, whole-system change and transform learning for all students. Deep Learning is a global partnership that works to: transform the role of teachers to that of activators who design experiences that build global competencies using real-life problem solving; and supports schools, districts, and systems to shift practice and how to measure learning in authentic ways. This comprehensive strategy incorporates practical tools and processes to engage students, educators, and families in new partnerships and drive deep learning. Inside you’ll find: The Deep Learning Framework Vignettes and case studies from K-12 classrooms in 1,200 schools in seven countries Guidance for reaching disadvantaged and differently abled students Sample protocols and rubrics for assessment Videos demonstrating deep learning design and innovative leadership in practice Through learning partnerships, learning environments, new pedagogical practices, and leveraged digital skills, deep learning reaches students as never before — preparing them to be active, engaged participants in their future.

Objev podobné jako Deep Learning - Joanne Quinn, Michael Fullan, Joanne J. McEachen

Humans do a great job of reading text, identifying key ideas, summarizing, making connections, and other tasks that require comprehension and context. Recent advances in deep learning make it possible for computer systems to achieve similar results. Deep Learning for Natural Language Processing teaches you to apply deep learning methods to natural language processing (NLP) to interpret and use text effectively. In this insightful book, (NLP) expert Stephan Raaijmakers distills his extensive knowledge of the latest state-of-the-art developments in this rapidly emerging field. Key features An overview of NLP and deep learning • Models for textual similarity • Deep memory-based NLP • Semantic role labeling • Sequential NLP Audience For those with intermediate Python skills and general knowledge of NLP. No hands-on experience with Keras or deep learning toolkits is required. About the technology Natural language processing is the science of teaching computers to interpret and process human language. Recently, NLP technology has leapfrogged to exciting new levels with the application of deep learning, a form of neural network-based machine learning Stephan Raaijmakers is a senior scientist at TNO and holds a PhD in machine learning and text analytics. He’s the technical coordinator of two large European Union-funded research security-related ... Unknown localization key: "more"

Objev podobné jako Deep Learning for Natural Language Processing - Stephan Raaijmakers

In just a few years, deep reinforcement learning (DRL) systems such as DeepMinds DQN have yielded remarkable results. This hybrid approach to machine learning shares many similarities with human learning: its unsupervised self-learning, self-discovery of strategies, usage of memory, balance of exploration and exploitation, and its exceptional flexibility. Exciting in its own right, DRL may presage even more remarkable advances in general artificial intelligence. Deep Reinforcement Learning in Python: A Hands-On Introduction is the fastest and most accessible way to get started with DRL. The authors teach through practical hands-on examples presented with their advanced OpenAI Lab framework. While providing a solid theoretical overview, they emphasize building intuition for the theory, rather than a deep mathematical treatment of results. Coverage includes: Components of an RL system, including environment and agents Value-based algorithms: SARSA, Q-learning and extensions, offline learning Policy-based algorithms: REINFORCE and extensions; comparisons with value-based techniques Combined methods: Actor-Critic and extensions; scalability through async methods Agent evaluation Advanced and experimental techniques, and more How to achieve breakthrough machine learning performance by combining deep neural networks with reinforcement learning Reduces the learning curve by relying on the authors’ OpenAI Lab framework: requires less upfront theory, math, and programming expertise Provides ... Unknown localization key: "more"

Objev podobné jako Foundations of Deep Reinforcement Learning - Laura Graesser, Wah Loon Keng

Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands, providing a comfortable Python experience that gets you started quickly and then grows with you as you, and your deep learning skills, become more sophisticated. Deep Learning with PyTorch teaches you how to implement deep learning algorithms with Python and PyTorch. This book takes you into a fascinating case study: building an algorithm capable of detecting malignant lung tumors using CT scans. As the authors guide you through this real example, you''ll discover just how effective and fun PyTorch can be. Key features • Using the PyTorch tensor API • Understanding automatic differentiation in PyTorch • Training deep neural networks • Monitoring training and visualizing results • Interoperability with NumPy Audience Written for developers with some knowledge of Python as well as basic linear algebra skills. Some understanding of deep learning will be helpful, however no experience with PyTorch or other deep learning frameworks is required. About the technology PyTorch is a machine learning framework with a strong focus on deep neural networks. Because ... Unknown localization key: "more"

Objev podobné jako Deep Learning with PyTorch - Eli Stevens, Luca Antiga

NVIDIA''s Full-Color Guide to Deep Learning: All You Need to Get Started and Get Results "To enable everyone to be part of this historic revolution requires the democratization of AI knowledge and resources. This book is timely and relevant towards accomplishing these lofty goals." -- From the foreword by Dr. Anima Anandkumar, Bren Professor, Caltech, and Director of ML Research, NVIDIA "Ekman uses a learning technique that in our experience has proven pivotal to success—asking the reader to think about using DL techniques in practice. His straightforward approach is refreshing, and he permits the reader to dream, just a bit, about where DL may yet take us." -- From the foreword by Dr. Craig Clawson, Director, NVIDIA Deep Learning Institute Deep learning (DL) is a key component of today''s exciting advances in machine learning and artificial intelligence. Learning Deep Learning is a complete guide to DL. Illuminating both the core concepts and the hands-on programming techniques needed to succeed, this book is ideal for developers, data scientists, analysts, and others--including those with no prior machine learning or statistics experience.After introducing the essential building blocks of deep neural networks, such as artificial neurons and fully connected, convolutional, and recurrent layers, Magnus ... Unknown localization key: "more"

Objev podobné jako Learning Deep Learning - Magnus Ekman

The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning architectures. Subsequent parts on generative models and reinforcement learning may be used as part of a deep learning course or as part of a course on each topic. The book includes state-of-the-art topics such as Transformers, graph neural networks, variational autoencoders, and deep reinforcement learning, with a broad range of applications. The appendices provide equations for computing gradients in backpropagation and optimization, and best practices in scientific writing and reviewing. The text presents an up-to-date guide to the field built upon clear visualizations using a unified notation and equations, lowering the barrier to entry for the reader. The accompanying website provides complementary code and hundreds of exercises with solutions.

Objev podobné jako The Science of Deep Learning - Iddo Drori

Humans learn best from feedback—we are encouraged to take actions that lead to positive results while deterred by decisions with negative consequences. This reinforcement process can be applied to computer programs allowing them to solve more complex problems that classical programming cannot. Deep Reinforcement Learning in Action teaches you the fundamental concepts and terminology of deep reinforcement learning, along with the practical skills and techniques you’ll need to implement it into your own projects. Key features • Structuring problems as Markov Decision Processes • Popular algorithms such Deep Q-Networks, Policy Gradient method and Evolutionary Algorithms and the intuitions that drive them • Applying reinforcement learning algorithms to real-world problems Audience You’ll need intermediate Python skills and a basic understanding of deep learning. About the technology Deep reinforcement learning is a form of machine learning in which AI agents learn optimal behavior from their own raw sensory input. The system perceives the environment, interprets the results of its past decisions, and uses this information to optimize its behavior for maximum long-term return. Deep reinforcement learning famously contributed to the success of AlphaGo but that’s not all it can do! Alexander Zai is a Machine Learning Engineer at Amazon AI working on ... Unknown localization key: "more"

Objev podobné jako Deep Reinforcement Learning in Action - Alexander Zai, Brandon Brown

The mathematical paradigms that underlie deep learning typically start out as hard-to-read academic papers, often leaving engineers in the dark about how their models actually function. Math and Architectures of Deep Learning bridges the gap between theory and practice, laying out the math of deep learning side by side with practical implementations in Python and PyTorch. Written by deep learning expert Krishnendu Chaudhury, you''ll peer inside the “black box” to understand how your code is working, and learn to comprehend cutting-edge research you can turn into practical applications. about the technology It''s important to understand how your deep learning models work, both so that you can maintain them efficiently and explain them to other stakeholders. Learning mathematical foundations and neural network architecture can be challenging, but the payoff is big. You''ll be free from blind reliance on pre-packaged DL models and able to build, customize, and re-architect for your specific needs. And when things go wrong, you''ll be glad you can quickly identify and fix problems. about the book Math and Architectures of Deep Learning sets out the foundations of DL in a way that''s both useful and accessible to working practitioners. Each chapter explores a new fundamental DL concept ... Unknown localization key: "more"

Objev podobné jako Math and Architectures of Deep Learning - Krishnendu Chaudhury

Učebnice Gateway 2nd edition splňuje všechny požadavky na výuku středoškolských studentů. Zaujmout studenty středních škol není vždy jednoduché. Díky nové učebnici je tento úkol mnohem snazší. Základní informace o učebnici Učebnice Gateway 2nd edition systematicky připravuje na zkoušky – obsahuje cvičení zkouškového typu, nácvik zkouškových technik a Exam success tips. Oddíl Life skills připravuje žáky na různé životní situace (např. výchova k občanství, finanční gramotnost, budoucí zaměstnání). Grammar in context - gramatika prochází celou lekcí, po každé lekci následuje systematické opakování. K dispozici jsou také krátká videa (Flipped classroom videos) s autorem učebnice Davem Spencerem, který vysvětluje jednotlivé gramatické jevy. Studenti se tak mohou připravovat i mimo školu nebo lze videa použít jako doplněk při výkladu ve třídě. Slovní zásoba zahrnuje všechna témata objevující se u zkoušek a učebnice obsahuje komunikativní cvičení. Žáci se průběžně učí mluvit a psát podle zkouškového formátu. V každé úrovni učebnice je 5 lekcí věnovaných přímo písemné formě zkoušky s názvem Gateway to Exams. Student's Resource Centre obsahuje přístupový kód k: Class audio WB audio Flipped classroom videa Life Skills videa Pracovní listy k videím

Objev podobné jako Gateway to Maturita B2 Student´s Book Pack,2nd Edition - David Spencer

Učebnice Gateway 2nd edition splňuje všechny požadavky na výuku středoškolských studentů. Zaujmout studenty středních škol není vždy jednoduché. Díky nové učebnici je tento úkol mnohem snazší. Základní informace o učebnici Učebnice Gateway 2nd edition systematicky připravuje na zkoušky – obsahuje cvičení zkouškového typu, nácvik zkouškových technik a Exam success tips. Oddíl Life skills připravuje žáky na různé životní situace (např. výchova k občanství, finanční gramotnost, budoucí zaměstnání). Grammar in context - gramatika prochází celou lekcí, po každé lekci následuje systematické opakování. K dispozici jsou také krátká videa (Flipped classroom videos) s autorem učebnice Davem Spencerem, který vysvětluje jednotlivé gramatické jevy. Studenti se tak mohou připravovat i mimo školu nebo lze videa použít jako doplněk při výkladu ve třídě. Slovní zásoba zahrnuje všechna témata objevující se u zkoušek a učebnice obsahuje komunikativní cvičení. Žáci se průběžně učí mluvit a psát podle zkouškového formátu. V každé úrovni učebnice je 5 lekcí věnovaných přímo písemné formě zkoušky s názvem Gateway to Exams. Student's Resource Centre obsahuje přístupový kód k: Class audio WB audio Flipped classroom videa Life Skills videa Pracovní listy k videím

Objev podobné jako Gateway to Maturita A1+ Student´s Book Pack, 2nd Edition - David Spencer

Učebnice Gateway 2nd edition splňuje všechny požadavky na výuku středoškolských studentů. Zaujmout studenty středních škol není vždy jednoduché. Díky nové učebnici je tento úkol mnohem snazší. Základní informace o učebnici Učebnice Gateway 2nd edition systematicky připravuje na zkoušky – obsahuje cvičení zkouškového typu, nácvik zkouškových technik a Exam success tips. Oddíl Life skills připravuje žáky na různé životní situace (např. výchova k občanství, finanční gramotnost, budoucí zaměstnání). Grammar in context - gramatika prochází celou lekcí, po každé lekci následuje systematické opakování. K dispozici jsou také krátká videa (Flipped classroom videos) s autorem učebnice Davem Spencerem, který vysvětluje jednotlivé gramatické jevy. Studenti se tak mohou připravovat i mimo školu nebo lze videa použít jako doplněk při výkladu ve třídě. Slovní zásoba zahrnuje všechna témata objevující se u zkoušek a učebnice obsahuje komunikativní cvičení. Žáci se průběžně učí mluvit a psát podle zkouškového formátu. V každé úrovni učebnice je 5 lekcí věnovaných přímo písemné formě zkoušky s názvem Gateway to Exams. Student's Resource Centre obsahuje přístupový kód k: Class audio WB audio Flipped classroom videa Life Skills videa Pracovní listy k videím

Objev podobné jako Gateway to Maturita A2 Student´s Book Pack, 2nd Edition

Učebnice Gateway 2nd edition splňuje všechny požadavky na výuku středoškolských studentů. Zaujmout studenty středních škol není vždy jednoduché. Díky nové učebnici je tento úkol mnohem snazší. Základní informace o učebnici Učebnice Gateway 2nd edition systematicky připravuje na zkoušky – obsahuje cvičení zkouškového typu, nácvik zkouškových technik a Exam success tips. Oddíl Life skills připravuje žáky na různé životní situace (např. výchova k občanství, finanční gramotnost, budoucí zaměstnání). Grammar in context - gramatika prochází celou lekcí, po každé lekci následuje systematické opakování. K dispozici jsou také krátká videa (Flipped classroom videos) s autorem učebnice Davem Spencerem, který vysvětluje jednotlivé gramatické jevy. Studenti se tak mohou připravovat i mimo školu nebo lze videa použít jako doplněk při výkladu ve třídě. Slovní zásoba zahrnuje všechna témata objevující se u zkoušek a učebnice obsahuje komunikativní cvičení. Žáci se průběžně učí mluvit a psát podle zkouškového formátu. V každé úrovni učebnice je 5 lekcí věnovaných přímo písemné formě zkoušky s názvem Gateway to Exams. Student's Resource Centre obsahuje přístupový kód k: Class audio WB audio Flipped classroom videa Life Skills videa Pracovní listy k videím

Objev podobné jako Gateway to Maturita B1: Student´s Book Pack,2nd Edition

Explore Every Region of Pokémon from Kanto to Galar with over 1,000 Stickers! The Pokémon Epic Sticker Collection 2nd Edition covers all known Pokémon from Kanto to Galar, including Mythical and Legendary Pokémon, Ultra Beasts, and alternate forms. Get to know every kind of Pokémon – with over 1,000 stickers included! This book features each Pokémon’s full name, pronunciation, type, height, and weight – organized by region! The Pokémon Epic Sticker Collection 2nd Edition also includes an introduction to each region along with helpful tips about some of the most interesting or mysterious Pokémon.

Objev podobné jako Pokemon Epic Sticker Collection 2nd Edition: From Kanto to Galar - Pikachu Press

A 2nd Edition of this incredibly popular revision guide, this portable-sized book is ideal for consolidating knowledge both at home for revision, and at school as a lesson-by-lesson summary as the course progresses. â”’AO1 Description on the left-hand page: content divided into six points for six AO1 marks in extended writing questions.â”’AO3 Evaluation is on the right-hand page: three AO3 points plus counterpoint and extra evaluation (discussion) point.â”’Exam practice questions, including AO2 application questions, are on every spread providing lots of practice. â”’Research studies have been simplified to help revise and recall the information.â”’Detailed exam advice section is included, with hints and tips offered throughout the book.â”’Lots of illustrations and the odd corny joke help make it very user-friendly!â”’It combines brilliantly with the ''Pink-hair Girl'' 2nd Edition Flashbook as well as the original (and still completely relevant) Revision App.

Objev podobné jako AQA Psychology for A Level Year 2 Revision Guide: 2nd Edition - Cara Flanagan, Rob Liddle, Matt Jarvis, Arwa Mohamedbhai, Michael Griffin, Jo Haycock

Take control of your Windows 11 experience, the easy way With millions of copies sold over 18 editions, Windows For Dummies is the all-time best selling tech reference—and there’s a reason. Windows 11 For Dummies, 2nd Edition brings you up to speed on the latest version of Windows, so you can make your PC operate the way you need it to with no guesswork. This straightforward and approachable resource helps you keep your PC or laptop humming, helping you do things like create user profiles, get connected to networks, find lost files, make your computer play nice with a printer, and fix the most common Windows hiccups. New Windows users and upgraders alike can swiftly get up and running with Windows 11, thanks to this wildly popular guide. Discover updated tips and tricks for the latest version of Windows operating systemGet jargon-free instructions on setting up your computer, keeping your data safe, and tailoring your Windows experienceFind the apps you need and avoid all the extras you don’t needWalk through the most common features of Windows 11 Even if you have no prior experience with Windows, Windows 11 For Dummies, 2nd Edition is your go-to guide for learning this popular ... Unknown localization key: "more"

Objev podobné jako Windows 11 For Dummies, 2nd Edition - Alan Simpson

Part of the 2nd edition (2018/2019) Edexcel GCSE (9-1) Science Lab Book series providing separate books for each of the Single Sciences (Biology, Chemistry and Physics) and one Combined Science book. Fully aligned to the Edexcel GCSE (9-1) Science specifications, the write-in Lab books cover all of the Core Practicals students are required to perform in preparation for their GCSE exams. Each 2nd edition Lab Book includes: All the instructions students need to carry out the Core Practicals with confidence and fully grasp the scientific methodology Writing frames structured around the assessment objectives to allow students to record, analyse and evaluate their results New updated practical-based exam-style questions focused on common problem areas for students A Practical Skills checklist, so that students can track the practical skills they have learnt in preparation for the exam A full list of equations that students need to learn and answers at the back Free online technician notes. All the worksheets and methods have been reviewed and checked by CLEAPSS so you can be certain the practicals work and are safe in the classroom.

Objev podobné jako Edexcel GCSE Chemistry Lab Book, 2nd Edition

Part of the 2nd edition (2018/2019) Edexcel GCSE (9-1) Science Lab Book series providing separate books for each of the Single Sciences (Biology, Chemistry and Physics) and one Combined Science book. Fully aligned to the Edexcel GCSE (9-1) Science specifications, the write-in Lab books cover all of the Core Practicals students are required to perform in preparation for their GCSE exams. Each 2nd edition Lab Book includes: All the instructions students need to carry out the Core Practicals with confidence and fully grasp the scientific methodology Writing frames structured around the assessment objectives to allow students to record, analyse and evaluate their results New updated practical-based exam-style questions focused on common problem areas for students A Practical Skills checklist, so that students can track the practical skills they have learnt in preparation for the exam A full list of equations that students need to learn and answers at the back Free online technician notes. All the worksheets and methods have been reviewed and checked by CLEAPSS so you can be certain the practicals work and are safe in the classroom.

Objev podobné jako Edexcel GCSE Biology Lab Book, 2nd Edition

An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice.Deep learning is a fast-moving field with sweeping relevance in today’s increasingly digital world. Understanding Deep Learning provides an authoritative, accessible, and up-to-date treatment of the subject, covering all the key topics along with recent advances and cutting-edge concepts. Many deep learning texts are crowded with technical details that obscure fundamentals, but Simon Prince ruthlessly curates only the most important ideas to provide a high density of critical information in an intuitive and digestible form. From machine learning basics to advanced models, each concept is presented in lay terms and then detailed precisely in mathematical form and illustrated visually. The result is a lucid, self-contained textbook suitable for anyone with a basic background in applied mathematics.Up-to-date treatment of deep learning covers cutting-edge topics not found in existing texts, such as transformers and diffusion modelsShort, focused chapters progress in complexity, easing students into difficult concepts Pragmatic approach straddling theory and practice gives readers the level of detail required to implement naive versions of modelsStreamlined presentation separates critical ideas from background context and extraneous detailMinimal mathematical prerequisites, extensive illustrations, and practice problems make challenging ... Unknown localization key: "more"

Objev podobné jako Understanding Deep Learning - Simon J.D. Prince

Hacking is the art of creative problem solving, whether that means finding an unconventional solution to a difficult problem or exploiting holes in sloppy programming. Many people call themselves hackers, but few have the strong technical foundation needed to really push the envelope. Rather than merely showing how to run existing exploits, author Jon Erickson explains how arcane hacking techniques actually work. To share the art and science of hacking in a way that is accessible to everyone, Hacking: The Art of Exploitation, 2nd Edition introduces the fundamentals of C programming from a hacker''s perspective. The included LiveCD provides a complete Linux programming and debugging environment all without modifying your current operating system. Use it to follow along with the book''s examples as you fill gaps in your knowledge and explore hacking techniques on your own. Get your hands dirty debugging code, overflowing buffers, hijacking network communications, bypassing protections, exploiting cryptographic weaknesses, and perhaps even inventing new exploits. This book will teach you how to: Program computers using C, assembly language, and shell scripts Corrupt system memory to run arbitrary code using buffer overflows and format strings Inspect processor registers and system memory with a debugger to gain a real ... Unknown localization key: "more"

Objev podobné jako Hacking: The Art of Exploitation, 2nd Edition - Jon Erickson

Part of the 2nd edition (2018/2019) Edexcel GCSE (9-1) Science Lab Book series providing separate books for each of the Single Sciences (Biology, Chemistry and Physics) and one Combined Science book. Fully aligned to the Edexcel GCSE (9-1) Science specifications, the write-in Lab books cover all of the Core Practicals students are required to perform in preparation for their GCSE exams. Each 2nd edition Lab Book includes: All the instructions students need to carry out the Core Practicals with confidence and fully grasp the scientific methodology Writing frames structured around the assessment objectives to allow students to record, analyse and evaluate their results New updated practical-based exam-style questions focused on common problem areas for students A Practical Skills checklist, so that students can track the practical skills they have learnt in preparation for the exam A full list of equations that students need to learn and answers at the back Free online technician notes. All the worksheets and methods have been reviewed and checked by CLEAPSS so you can be certain the practicals work and are safe in the classroom.

Objev podobné jako Edexcel GCSE Combined Science Lab Book, 2nd Edition

Hack your next Disney vacation to make the most magical place on earth the absolute happiest it can be with this updated guide to getting the most out of your visit.Did you know… -Some attractions inflate their wait time at the end of the day to discourage riders from entering the line when they’re preparing to close? Check the rides in person...you might be able to cut your wait time in half since there might not actually be a long line! -Although pricier, Genie+ can sometimes come with extra “freebies”—if you know where to look? A great benefit is free digital downloads of select Disney PhotoPass attraction photos. -Packing something as simple as an extra pair of socks can really save your Disney day? Whether you’re met with unexpected weather or are just tired from miles (literally!) of walking, switching out your socks halfway through the day can provide a much-needed refresh. Hack your next Disney vacation to experience as much Disney magic as possible! Walt Disney World has experienced a lot of changes in recent years—from the end of many iconic, beloved programs to updated attractions to price increases on everything from tickets to food and more. With this ... Unknown localization key: "more"

Objev podobné jako Walt Disney World Hacks, 2nd Edition - Samantha Davis-Friedman, Susan Veness

Cats can be mysterious and cat owners are eager to understand their behavior and learn how to strengthen the bond between cats and humans. In the revised 2nd edition of The Cat Behavior Answer Book (77,000 copies in print), pet expert Arden Moore answers the many questions cat owners have, from the practical aspects of training, feeding, and caring to the puzzling aspects of behavior and communication. Do cats dream? What''s the purpose of a cat''s whiskers? How do I catproof my house? Why does my elderly cat howl at night? How can I train my cats not to jump upon the kitchen counter? Can I keep my cat from climbing the curtains? What''s the best way to train a kitten to use the litter box? How can I eliminate the smell of cat urine? What''s the best way to trim a cat''s nails? Is it okay for my cat to eat grass? Arden Moore provides insightful answers to all these questions and many more, along with reassuring guidance on addressing the problems that can get in the way of living happily with a cat. The 2nd edition has been completely updated to reflect the most recent research and recommendations ... Unknown localization key: "more"

Objev podobné jako The Cat Behavior Answer Book, 2nd Edition - Arden Moore

Deep reinforcement learning has attracted considerable attention recently. Impressive results have been achieved in such diverse fields as autonomous driving, game playing, molecular recombination, and robotics. In all these fields, computer programs have taught themselves to understand problems that were previously considered to be very difficult. In the game of Go, the program AlphaGo has even learned to outmatch three of the world''s leading players.Deep reinforcement learning takes its inspiration from the fields of biology and psychology. Biology has inspired the creation of artificial neural networks and deep learning, while psychology studies how animals and humans learn, and how subjects'' desired behavior can be reinforced with positive and negative stimuli. When we see how reinforcement learning teaches a simulated robot to walk, we are reminded of how children learn, through playful exploration. Techniques that are inspired by biology and psychology work amazingly well in computers: animal behavior and the structure of the brain as new blueprints for science and engineering. In fact, computers truly seem to possess aspects of human behavior; as such, this field goes to the heart of the dream of artificial intelligence. These research advances have not gone unnoticed by educators. Many universities have begun offering courses ... Unknown localization key: "more"

Objev podobné jako Deep Reinforcement Learning - Aske Plaat

Artificial Intelligence is the most exciting technology of the century, and Deep Learning is, quite literally, the “brain” behind the world’s smartest Artificial Intelligence systems out there. Grokking Deep Learning is the perfect place to begin the deep learning journey. Rather than just learning the “black box” API of some library or framework, readers will actually understand how to build these algorithms completely from scratch. Key Features:Build neural networks that can see and understand images Build an A.I. that will learn to defeat you in a classic Atari gameHands-on Learning Written for readers with high school-level math and intermediateprogramming skills. Experience with Calculus is helpful but notrequired. ABOUT THE TECHNOLOGY Deep Learning is a subset of Machine Learning, which is a field dedicated to the study and development of machines that can learn, often with the goal of eventually attaining general artificial intelligence.

Objev podobné jako Grokking Deep Learning - Andrew W Trask

Deep Learning Crash Course goes beyond the basics of machine learning to delve into modern techniques and applications of great interest right now, and whose popularity will only grow in the future. The book covers topics such as generative models (the technology behind deep fakes), self-supervised learning, attention mechanisms (the tech behind ChatGPT), graph neural networks (the tech behind AlphaFold), and deep reinforcement learning (the tech behind AlphaGo). This book bridges the gap between theory and practice, helping readers gain the confidence to apply deep learning in their work.

Objev podobné jako Deep Learning Crash Course - Benjamin Midtvedt, Jesus Pineda, Giovanni Volpe

Pearson Baccalaureate History: Authoritarian States 2nd edition is a revised version of the bestselling 1st edition, written by leading IB practitioners to specifically match the International Baccalaureate 2015 History curriculum. This book comprehensively covers the revised Authoritarian States topic, with specific focus on comparisons between leaders. The new edition covers five leaders in depth, from each region – Castro, Stalin, Mao, Mussolini and Nasser – and includes foreign policy, as well education and social policy, as outlined by the curriculum. It will equip you with the knowledge and skills that you will need to answer essay questions on Paper Two and document-based questions on Paper One, as well as covering crossover content with Paper Three. The book is also accompanied by an enhanced eBook containing worksheets, quizzes to test knowledge and examination skills, and enlarged source material. Authoritarian States includes the following features: ● a clear overview and analysis of key events ● practice in analysing source material, including photographs, cartoons, letters, speeches, and other documents ● support throughout for new curriculum features, including key concepts and international mindedness ● in-depth coverage of leaders, with the addition of foreign policy and comparative analysis ● approaches to learning highlighted in each ... Unknown localization key: "more"

Objev podobné jako Pearson Baccalaureate: History Authoritarian states 2nd edition bundle - Daniela Senes, Eunice Price

A revised and updated second edition of the popular Complete Guide to Nordic Walking.Nordic walking, a specific technique for walking with poles that is far more effective in burning calories and whole-body toning than walking alone, is growing rapidly in the UK and worldwide.The Complete Guide to Nordic Walking: 2nd Edition will help you understand everything you need to know about Nordic walking whether you are a beginner, a more experienced Nordic walking enthusiast or a health and fitness professional.This updated guide expels all the myths and simply provides advice and information on how to Nordic walk, who with, where and most importantly why. Organised into clear sections to help you to find exactly what you are looking for, it is packed with tips, case studies, research, exercise plans and equipment advice. It is the complete manual for Nordic walkers of all levels.This revised second edition includes:- information about the latest equipment and techniques- the most recent research into the benefits of Nordic walking - new photographs and case studies- updates on the sport''s worldwide scene- revised advice about the professional use of Nordic walking The Complete Guide to Nordic Walking is endorsed by Nordic Walking UK and includes contributions ... Unknown localization key: "more"

Objev podobné jako The Complete Guide to Nordic Walking: 2nd edition - Gill Stewart