Beginning Data Science, IoT, and AI on Single Board Computers
Core Skills and Real-World Application with the BBC micro:bit and XinaBox
Produktform: E-Buch Text Elektronisches Buch in proprietärem
Learn to use technology in data science, including microprocessors, sensors, wireless communication and ultimately the Internet of Things (IoT). Designed to take you on a fascinating journey, this book introduces the core concepts of modern data science. You'll go from simple applications on a BBC micro:bit to more complex experiments with additional (XinaBox) hardware that will look closely at the issues related to global warming.One of the most exciting and fastest growing topics in education is data science. Understanding how data works, and how to work with data, is a key life skill in the 21st century. In a world driven by information it is essential that students are equipped with the tools they need to make sense of it all. For instance, consider how data science was the key factor that identified the dangers of climate change -- and continues to help us identify and react to the threats it presents. This book explores the power of data and applies it towards climate change solutions.Using a BBC micro:bit and additional hardware, you'll learn the core concepts of data science, how to apply them in the real world and how to utilize the vast potential of IoT. By the end, you'll be able to build sophisticated and useful experiments that can make a real contribution to the fight against climate change.There is something of a digital revolution going these days, especially in the classroom. With increasing access to microprocessors, classrooms are are incorporating them more and more into lessons. Close to 5 million BBC micro:bits will be in the hands of young learners by the end of the year and millions of other devices are also being used by educators to teach a range of topics and subjects. This presents an opportunity: microprocessors such as micro:bit provide the perfect tool to use to build 21st century data science skills. Beginning Data Science, IoT, and AI on Single Board Computers provides you with a solid foundation in applied data science.What You'll LearnUse sensors with a microprocessor to gather or "create" dataExtract, tabulate, and utilize data it from the microprocessorConnect a microprocessor to an IoT platform to share and then use the data we collectAnalyze and convert data into informationUtilize the skills learned to create experiments that can contribute to the fight against climate changeWho This Book Is ForEducators, citizen scientists, and tinkerers interested in an introduction to the concepts of IoT and data on a broad scale.weiterlesen
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