Deep Learning with Python

If you have experience with the Python language and are interested in getting started with electronics, then BeagleBone Black is the perfect platform for you and this book will provide you with the in

Dig deep into the data with a hands-on guide to machine learningMachine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for

For fans of FIVE FEET APART, this emotional and romantic YA offers an unflinching look at not only the realities of heart failure, but at memory, grief, guilt, and what it means to live--in spite of another, because of another, for another. For yourself. Sydney Wells should have died. She was supposed to die. She never expected, after years of waiting, to receive a heart transplant. Now, seventeen-year-old Sydney doesn't know what to do with her life. Her daily routine consisted of staying indoors, eating heart-healthy foods, and posting about her transplant list experiences on TheWaitingList with her long-distance BFF (and heart failure buddy) Chloe. Now, Sydney latches onto the one thing that gives her meaning: learning as much as she can about the person whose heart she inherited. After finding the family of her likely-donor, Mia, Sydney falls deep into her world--and may also be falling for Mia's best friend, Clayton. But Sydney isn't the only one hiding something. Mia's brother Ta

美人魚公主 Emerald 在暴風雨後發現一顆閃亮的蛋，竟孵出一隻可愛的小海龍。當小海龍跟著她回到皇宮時，大家都被牠迷住了，但 Emerald 知道牠一定在尋找自己的家人。於是她和朋友與媽媽一起展開海底冒險，幫助小海龍找到真正的家，展開一段溫暖又奇幻的海洋旅程。In this story, Emerald meets a cute baby sea dragon. She knows she must help the little sea dragon find its mother, but where to look?The most rebellious princess under the sea.Meet Isadora Moon's mermaid friend, Emerald! Emerald is learning how to be a mermaid princess, but there are just so many rules. She loves having fun with her friends and exploring her underwater world with her pet octopus, Inkibelle, she doesn't want to be stuck in the palace with everyone looking at her and checking that she's doing things the proper, royal way.The morning after a big storm, Emerald discovers a shimmery egg in Dad's back garden. A baby sea dragon hatches from the egg! It is sooo cute! When the cheeky little sea dragon hitches a lift with Emerald back to Mum's, everyone at the royal palace is enchanted. Emerald knows deep down that they need to find its real family

Enter the high-stakes world of the 1940s and relive the thrill of a medical breakthrough alongside Alexander Fleming and his team as they discover a way to save millions of lives. This is the story of penicillin, humanity’s greatest shield against infection - and the brilliant minds who made it happen.Learn all about one of the greatest moments in the history of medicine in this exciting, fast-paced narrative, from the discovery of a ‘miracle mould’ in a messy lab to the life-and-death race against the clock of World War II.Join the team of scientists and discover:*An exciting, action-packed narrative with historical accuracy that allows readers to deep-dive into how this life-saving antibiotic was developed.*Atmospheric illustrations that give a moody graphic novel vibe, perfect for keeping kids aged 9-12 engaged.*Accessible STEM learning through light-touch diagrams and microbiology explanations that reveal how the medicine was made possible.The perfect gift for young scientists, Pro

From the bestselling author of The Spellshop comes the mesmerizing second book in the Queens of Renthia epic fantasy trilogy of malevolent nature spirits, a young queen learning as she goes, a mother with unwanted powers, an unsettled kingdom, and family found along the way—available in trade paperback for the first time.Not long ago, Daleina used her strength and skill to prevent the elemental spirits of wood, earth, water, air, fire, and ice from exterminating the human race and assumed the responsibility as Queen of keeping the peace and protected the humans of her land. But now for all her power, if she leaves the world before a new heir is ready, the spirits that inhabit her beloved realm will run wild, destroying her cities and slaughtering her people.Naelin is one such potential heir, but she couldn’t be further removed from the Queen—and she wouldn’t have it any other way. Her world is her two children, her husband, and the remote village tucked deep in the forest that is her h

For fans of FIVE FEET APART, this emotional and romantic YA offers an unflinching look at not only the realities of heart failure, but at memory, grief, guilt, and what it means to live—in spite of another, because of another, for another. For yourself.Sydney Wells should have died. She was supposed to die.She never expected, after years of waiting, to receive a heart transplant. Now, seventeen-year-old Sydney doesn’t know what to do with her life. Her daily routine consisted of staying indoors, eating heart-healthy foods, and posting about her transplant list experiences on TheWaitingList with her long-distance BFF (and heart failure buddy) Chloe. Now, Sydney latches onto the one thing that gives her meaning: learning as much as she can about the person whose heart she inherited. After finding the family of her likely-donor, Mia, Sydney falls deep into her world—and may also be falling for Mia's best friend, Clayton. But Sydney isn’t the only one hiding something. Mia’s brother Tanner

Deep in the woods, beneath the trees, the animals are gathering. It's time for Mrs Owl's Forest School. Join Mouse, Squirrel, Fox and Rabbit for a little forest school adventure.Out in the woods, they can learn about wildlife, try something new, get creative and - of course - make friends! And today they are learning how to have fun whatever the weather. This book has something for everyone, whether or not they attend a forest school. Embracing the Forest School focus on play and exploration - and written with an expert consultant - this series will have little ones itching to get outdoors and having adventures of their own.Seb Braun (illustrator of Spinderella by Julia Donaldson, Baby on Board and author-illustrator of Raj and the Best Day) creates charming, detailed scenes that perfectly blend together storytelling with non-fiction details. In his spare time, Seb volunteers as a Cubs and Squirrels leader (part of the Scouts movement), and his love and knowledge of the outdoors shines

The synergy between Artificial Intelligence (AI) and the Internet of Things (IoT) is shaping the future of technology and opening a world of unprecedented possibilities. Artificial Intelligence of Things (AIoT): Current and Future Trends brings together researchers and developers from a wide range of domains to share with readers their ideas about how to implement technical advances, application areas for intelligent systems, and development of new services and smart devices connected to the Internet through a variety of wireless technologies. Parallel to this, new capabilities such as pervasive sensing, multimedia sensing, machine learning, deep learning, and computing power are opening the way to new domains, services, and business models beyond the traditional mobile Internet. These new areas in turn come with various requirements in terms of reliability, quality of service, and energy efficiency. In Artificial Intelligence of Things readers learn about the challenges and requiremen

Application of Artificial Intelligence in Hybrid Electric Vehicle Energy Management presents the state-of-the-art in hybrid electric vehicle system modelling and management. With a focus on learning-based energy management strategies, the book provides detailed methods, mathematical models, and strategies designed to optimize the energy management of the energy supply module of a hybrid vehicle.The book first addresses the underlying problems in Hybrid Electric Vehicle (HEV) modeling, and then introduces several artificial intelligence-based energy management strategies of HEV systems, including those based on fuzzy control with driving pattern recognition, multi objective optimization, fuzzy Q-learning and Deep Deterministic Policy Gradient (DDPG) algorithms. To help readers apply these management strategies, the book also introduces State of Charge and State of Health prediction methods and real time driving pattern recognition. For each application, the detailed experimental process

With the advent of the Al era, professionals need to select the right tools to meet new opportunities and challenges! This instructional material focuses on the application of big data analysis, text mining, and machine learning in auditing to assist readers in understanding the latest developments in data analysis and smart audit.JCAATs is a new generation audit software developed by Python, which can be executed in a Windows and MAC operation systems with a multi-language, visual, and easy-to-use interface. Non-IT professionals can easily conduct smart data analysis. Through JCAATs' built-in data fusion technology and OPEN DATA connector, heterogeneous data can be quickly analyzed in real-time and effectively identifying anomalies. The features of this book include:The book is structured to provide a progressive learning experience, with chapters covering different concepts and applications, as well as exercises and practice questions. The official textbook endorsed by ICAEA

This full-color book will inspire you to start solving problems and creating cloud-based applications and games fast, even if you've never done it before. Not just friendly and easy, it's the first cloud development beginner's guide that puts you in control of your own learning, and empowers you to build unique programs to solve problems you care about. Microsoft and author Rob Miles have reinvented the introductory programmer's tutorial, reflecting deep research into how today's newcomers learn, and why other books fall short. This guide is packed with innovations, including its "Snaps" library of pre-built operations that are easy to combine your own unique programs, Cookie Cutter templates give you a flying start, and "Make Something Happen" projects help you build skills by creating your own programs. All example code is provided as a GitHub repository, and Miles's step by step instructions are replicated as screencast videos, hosted on YouTube and linked from the book's website. A

This book is a comprehensive and thorough introduction to children’s and young adult literature in English language education. Reading is promoted as central to language education in order to experience perspectives from around the world, and the book demonstrates the many opportunities for teaching with compelling story, encouraging an active and engaged community of second language readers through challenging picturebooks, motivating graphic novels, dynamic plays, enchanting verse novels and compelling young adult fiction. Using many examples of literary texts that are well suited to the primary or secondary classroom, the book focuses on the advantages of deep reading and the vital importance of in-depth learning. In-depth learning is an approach that involves the students as motivated participants, working collaboratively and with empathy while preparing for and confronting the challenges of the 21st century. Illustrating the approach with a Deep Reading Framework based in researc

Explore the science behind more than 200 questions about our planet.DK’s exciting new Earth encyclopedia answers children's biggest geography questions, covering volcanoes, earthquakes, oceans, and more!Did you know that the Earth’s largest waterfall is underwater, or that mountains grow? This fantastic children's book, ideal for ages 6-8, will help inquisitive minds find out the answers to all the questions they may have, and some they haven't thought of yet! Can you freeze in a desert? Can humans make it rain? Is there life on moss? Covering amazing landforms, deep-sea wonders, and awesome weather, Did you know? Earth helps children get a grip on the huge topic that is our planet. The book introduces important issues such as global warming and plastics in the ocean, alongside key geography topics so that children can learn all about how nature works, and discover what we can do to keep the Earth healthy. Get your children learning with this amazing Earth book, which is packed with fa

Big History seeks to retell the human story in light of scientific advances by such methods as radiocarbon dating and genetic analysis. This book provides a deep, causal view of the forces that have shaped the universe, the earth, and humanity. Starting with the Big Bang and the formation of the earth, it traces the evolutionary history of the world, focusing on humanity's origins. It also explores the many natural forces shaping humanity, especially the evolution of the brain and behaviour. Moving through time, the causes of such important transformations as agriculture, complex societies, the industrial revolution, the enlightenment, and modernity are placed in the context of underlying changes in demography, learning, and social organization. Humans are biological creatures, operating with instincts evolved millions of years ago, but in the context of a rapidly changing world, and as we try to adapt to new circumstances, we must regularly reckon with our deep past.

Discover the magic to be found in your very own backyard with the help of this fun and creative green witchcraft guidebook for kids! The Little Witchs Guide to Backyard Magicis a joyful guide that focuses on the basic principles of positive, nature-based ';green' witchcraft, which celebrates and fosters a deep respect for the natural world. Kids will discover the true wonder that the earth has to offer through the fun activities, simple spells, and cute crafts in this book, including: Easy divination, like tea leaf reading Crystal magic Weather magic Celebrating the seasons Ideas for magical gardening and working with plants Inviting and working respectfully with the friendlier fae Exploring the five elements Learning about the influence of the sun, moon, and stars And so much more! Through play and the exploration of the natural world, kids will experience the interconnectedness of all things and will learn that as much as magic can be found in the world around us, so too does it

Children will have fun learning opposites with Blippi in this imaginative, illustrated 8 x 8 paperback with giant foldout flaps that reveal silly surprises! From high up in space to deep down in the ocean, Blippi and his dog visit many places as they introduce opposites in Blippi: Let's Look High and Low! Kids can join their adventures and delight in discovering opposites such as high/low, full/empty, hot/cold, and much more. Fold out the flaps for silly surprises that help make the learning even more easy and fun!

特色1. 數據處理和數據分析並重。針對金融大數據結構複雜、數據源和格式變換大的特點，充分講述SAS軟件DATA步強大的數據處理功能，強化金融數據處理內容。2. 將SAS數據分析能力強和R和Python靈巧和業界流行的特點相結合，建立融合SAS和R及Python的數據處理和分析教材構架，進行教學大綱、授課教案到教材、案例集和習題集等課程要件建設。3. 以《金融計量經濟學》為知識依托，以海通證券金融工程部、天風證券金融工程部、等有名券商量化金融策略為具體案例內容，以權益（股票）市場和債券（固定收益）市場為主要應用領域，以日數據（daily data）為主、高頻日內數據（intraday data）為輔，建立從數據搜集到數據清理、從投資組合到交易策略和算法交易等金融量化方法的教學案例。創新點1. 填補國內教材空白。作為一款權威的數據處理和統計分析軟件，多年來SAS在國內（尤其是銀行系統）得到了廣泛應用。已出版的教材多以操作和數據處理編程為主，針對金融數據處理和分析的書籍並不多見，尤其講解金融數據分析的SAS過程步（Proc step）的教材難以見到。本教材擬對分析金融時間序列的SAS過程進行詳細和全面的介紹，充分揭示SAS在處理和分析金融時間序列數據上的優勢，填補國內教材空白。2.SAS Viya平臺介紹和R、Python的軟件融合。SAS Viya 2016年推出以來，得到了很快的發展，出現了基於SAS Viya 云分析服務CAS的很多應用，國內一些金融機構也採用了SAS Viya構建自己的數據分析平臺。但國內介紹SAS Viya的書很少，沒有發現介紹利用SAS Viya中的ACTION進行金融數據分析的書籍。對SAS Viya的介紹以及利用SAS Viya中的Econometrics8.4 ACTION、Visal Statistical Analysis ACTION、Deep Learning ACTION等進行金融數據處理和分析的內容，是本教材的創新之處。

Get ready to be dazzled by some of the shiniest, most colorful, useful―and even dangerous―rocks, minerals, and gems on the planet!In this Level 3 reader, discover fascinating facts about the incredible rocks and minerals under our feet and deep in Earth’s crust. Budding geologists will love reading about how rocks form, learning the names and features of the coolest rocks and minerals, and exploring rare and beautiful gemstones.Key features include:Expert-vetted text appropriate for ages 7 to 9Brilliant and eye-catching National Geographic images100 fun facts sprinkled throughout the book* A fact roundup at the end of each book for kids to review what they’ve learnedPacked with weird-but-true facts and tons of cool info, this Level 3 reader explores the incredible world of geology.About the series: This high-interest, educationally-vetted readers series features magnificent National Geographic images accompanied by text written by experienced, skilled children’s book authors. Each read

Building on a deep theoretical foundation and drawing on numerous examples, we examine how policies spread across the American states. We argue that for good policies to spread while bad policies are pushed aside, states must learn from one another. The three ingredients for this positive outcome are observable experiments, time to learn, and favorable incentives and expertise among policymakers. Although these ingredients are sometimes plentiful, we also note causes for concern, such as when policies are complex or incompatible with current practices, when policymakers give in to underlying political biases, or when political institutions lack the capacity for cultivating expertise. Under such conditions, states may rely on competition, imitation, and coercion, rather than learning, which can allow bad policies, rather than good ones, to spread. We conclude with lessons for reformers and policymakers and an assessment of our overall argument based on state responses to the COVID-19 pa

Implement real-time data processing applications on the Raspberry Pi. This book uniquely helps you work with data science concepts as part of real-time applications using the Raspberry Pi as a localized cloud. You'll start with a brief introduction to data science followed by a dedicated look at the fundamental concepts of Python programming. Here you'll install the software needed for Python programming on the Pi, and then review the various data types and modules available. The next steps are to set up your Pis for gathering real-time data and incorporate the basic operations of data science related to real-time applications. You'll then combine all these new skills to work with machine learning concepts that will enable your Raspberry Pi to learn from the data it gathers. Case studies round out the book to give you an idea of the range of domains where these concepts can be applied. By the end of Data Science with the Raspberry Pi, you'll understand that many applications are now de

《深度學習原理與PyTorch實戰》按照從理論到實踐，從實踐到創造的順序講解深度學習領域的知識與技術，代碼翔實，公式簡單易懂。 《深度學習原理與PyTorch實戰》第1章介紹深度學習的概念和目前的形勢，第2章介紹Python編程語言基礎，第3章使用Python語言計算極限、導數、級數等數學問題，第4章講解深度學習的基本原理與PyTorch框架的基本使用，第5章和第6章詳細講述經典網絡結構CNN和

This textbook provides future data analysts with the tools, methods, and skills needed to answer data-focused, real-life questions; to carry out data analysis; and to visualize and interpret results to support better decisions in business, economics, and public policy. Data wrangling and exploration, regression analysis, machine learning, and causal analysis are comprehensively covered, as well as when, why, and how the methods work, and how they relate to each other. As the most effective way to communicate data analysis, running case studies play a central role in this textbook. Each case starts with an industry-relevant question and answers it by using real-world data and applying the tools and methods covered in the textbook. Learning is then consolidated by 360 practice questions and 120 data exercises. Extensive online resources, including raw and cleaned data and codes for all analysis in Stata, R, and Python, can be found at www.gabors-data-analysis.com.