【簡介】 Bridging theory and practice in network data analysis, this guide offers an intuitive approach to understanding and analyzing complex networks. It covers foundational concepts, practical tools, and real-world applications using Python frameworks including NumPy, SciPy, scikit-learn, graspologic, and NetworkX. Readers will learn to apply network machine learning techniques to real-world problems, transform complex network structures into meaningful representations, leverage Python libraries for efficient network analysis, and interpret network data and results. The book explores methods for extracting valuable insights across various domains such as social networks, ecological systems, and brain connectivity. Hands-on tutorials and concrete examples develop intuition through visualization and mathematical reasoning. The book will equip data scientists, students, and researchers in applications using network data with the skills to confidently tackle network machine learning projects, providing a robust toolkit for data science applications involving network-structured data.
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【簡介】 The much-anticipated new edition of ’Learning the Art of Electronics’ is here! It defines a hands-on course, inviting the reader to try out the many circuits that it describes. Several new labs (on amplifiers and automatic gain control) have been added to the analog part of the book, which also sees an expanded treatment of meters. Many labs now have online supplements. The digital sections have been rebuilt. An FPGA replaces the less-capable programmable logic devices, and a powerful ARM microcontroller replaces the 8051 previously used. The new microcontroller allows for more complex programming (in C) and more sophisticated applications, including a lunar lander, a voice recorder, and a lullaby jukebox. A new section explores using an Integrated Development Environment to compile, download, and debug programs. Substantial new lab exercises, and their associated teaching material, have been added, including a project reflecting this edition’s greater emphasis on programmable logic. Online resources including online chapters, teaching materials and video demonstrations can be found at: https: //LearningTheArtOfElectronics.com.
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◎作者從事教職30年，國中、高中、大學皆曾任教過，目前為世新大學英語系副教授。 ◎相對於在講台上滔滔不絕，演練式教學強調師生互動，透過更多的個別談話與協助，引導學生有意識加強英語口說與寫作。 ◎透過本書培養教師建立專屬動態教學系統的能力，面對各類學生皆能應對自如。 A Powerful and Dynamic Instructional System Increase Student Speaking and Writing Help Students to Become Fluent in English Maximize Classroom Learning for Students Learn the Secrets of Classroom Management Works with Any Textbook ◎代理經銷：白象文化
