Design It!
Great software comes from great designers. Learn the essential software architecture fundamentals every programmer needs to know. With hands-on examples in every chapter, tips and advice from respected architects, practical scenarios, and dozens of architectural design activities, Design It! shows you how to lead your team as a software architect to create excellent software. Uncover the big ideas behind software architecture and learn practical methods for designing software systems big and small. Gain a framework for thinking about design, enabling you to plan, lead, design, implement, and evaluate software architectures. Collaborate with your team, stakeholders, and other architects. Dig for architecturally significant requirements and write detailed quality attribute scenarios. Explore design alternatives, balance trade-offs, manage risks, and choose technologies based on their architectural impact. Make the architecture real for everyone with powerful sketches, engaging stories ...
Great software comes from great designers. Learn the essential software architecture fundamentals every programmer needs to know. With hands-on examples in every chapter, tips and advice from respected architects, practical scenarios, and dozens of architectural design activities, Design It! shows you how to lead your team as a software architect to create excellent software. Uncover the big ideas behind software architecture and learn practical methods for designing software systems big and small. Gain a framework for thinking about design, enabling you to plan, lead, design, implement, and evaluate software architectures. Collaborate with your team, stakeholders, and other architects. Dig for architecturally significant requirements and write detailed quality attribute scenarios. Explore design alternatives, balance trade-offs, manage risks, and choose technologies based on their architectural impact. Make the architecture real for everyone with powerful sketches, engaging stories ...
A Swift Kickstart, 2nd Edition
This is the perfect book for the experienced developer who wants to get serious about learning the Swift programming language. If you know at least one modern programming language, this book will teach you how to think and program in Swift. Swift's design is inspired by elements from object-oriented, functional, and generic programming. As the language matures and improves, this book changes to reflect the latest best practices and coding style. This second edition to the best-selling Swift introduction has been updated to the latest Swift 4 release. It's never been easier to get started with Swift as this edition supports the new iOS Swift Playgrounds along with improved support for Xcode playgrounds. This means you can code along on a Mac or an iPad. The book begins with an introduction to basic components of programming in Swift: functions, variables and constants, collections, and types from the Swift Standard Library. In the second part, create and use your own enumerations, ...
This is the perfect book for the experienced developer who wants to get serious about learning the Swift programming language. If you know at least one modern programming language, this book will teach you how to think and program in Swift. Swift's design is inspired by elements from object-oriented, functional, and generic programming. As the language matures and improves, this book changes to reflect the latest best practices and coding style. This second edition to the best-selling Swift introduction has been updated to the latest Swift 4 release. It's never been easier to get started with Swift as this edition supports the new iOS Swift Playgrounds along with improved support for Xcode playgrounds. This means you can code along on a Mac or an iPad. The book begins with an introduction to basic components of programming in Swift: functions, variables and constants, collections, and types from the Swift Standard Library. In the second part, create and use your own enumerations, ...
Streaming Systems
Streaming data is a big deal in big data these days, and for good reason. Businesses crave ever more timely data, and streaming is a good way to achieve lower latency. Plus, streaming is a much easier way to tame the massive, unbounded data sets that are increasingly common today. Expanded from co-author Tyler Akidau's popular series of blog posts "Streaming 101" and "Streaming 102", this practical book shows data engineers, data scientists, and developers how to work with streaming or event-time data in a conceptual and platform-agnostic way. You'll go from "101"-level understanding of stream processing to a nuanced grasp of the what, where, when, and how of processing real-time data streams. Dive deep into topics including watermarks and windowing, as well as state and timers in the context of stream processing. Although the book uses Apache Beam code snippets to make examples concrete, it presents a general and broad explanation of streaming that's not tied to a specific frame ...
Streaming data is a big deal in big data these days, and for good reason. Businesses crave ever more timely data, and streaming is a good way to achieve lower latency. Plus, streaming is a much easier way to tame the massive, unbounded data sets that are increasingly common today. Expanded from co-author Tyler Akidau's popular series of blog posts "Streaming 101" and "Streaming 102", this practical book shows data engineers, data scientists, and developers how to work with streaming or event-time data in a conceptual and platform-agnostic way. You'll go from "101"-level understanding of stream processing to a nuanced grasp of the what, where, when, and how of processing real-time data streams. Dive deep into topics including watermarks and windowing, as well as state and timers in the context of stream processing. Although the book uses Apache Beam code snippets to make examples concrete, it presents a general and broad explanation of streaming that's not tied to a specific frame ...
Natural Language Processing with PyTorch
Natural Language Processing (NLP) offers unbounded opportunities for solving interesting problems in artificial intelligence, making it the latest frontier for developing intelligent, deep learning-based applications. If you're a developer or researcher ready to dive deeper into this rapidly growing area of artificial intelligence, this practical book shows you how to use the PyTorch deep learning framework to implement recently discovered NLP techniques. To get started, all you need is a machine learning background and experience programming with Python. Authors Delip Rao and Goku Mohandas provide you with a solid grounding in PyTorch, and deep learning algorithms, for building applications involving semantic representation of text. Each chapter includes several code examples and illustrations.Get extensive introductions to NLP, deep learning, and PyTorch;Understand traditional NLP methods, including NLTK, SpaCy, and gensim;Explore embeddings: high quality ...
Natural Language Processing (NLP) offers unbounded opportunities for solving interesting problems in artificial intelligence, making it the latest frontier for developing intelligent, deep learning-based applications. If you're a developer or researcher ready to dive deeper into this rapidly growing area of artificial intelligence, this practical book shows you how to use the PyTorch deep learning framework to implement recently discovered NLP techniques. To get started, all you need is a machine learning background and experience programming with Python. Authors Delip Rao and Goku Mohandas provide you with a solid grounding in PyTorch, and deep learning algorithms, for building applications involving semantic representation of text. Each chapter includes several code examples and illustrations.Get extensive introductions to NLP, deep learning, and PyTorch;Understand traditional NLP methods, including NLTK, SpaCy, and gensim;Explore embeddings: high quality ...
Modern Business Management
Transform your entire organization, not just a part of it. Take a modern look now that the world is focusing on business agility rather than thinking about team-level or even scaled Agile. Many people and businesses believe that "doing Agile" will solve all their business and organizational problems. The truth is that "doing Agile", especially team-level agility, is not the same as being an agile organization. Authors Doug Dockery and Laureen Knudsen share their years of experience in transforming corporations and organizations to successfully compete and win in today's fast-paced markets. Using proven techniques and stories of actual experiences in a multitude of organizations, Doug and Laureen relate what it takes to successfully transform your organization, as well as how to tell if your transformation is working. Modern Business Management details what you need to know to transform your business to deliver value and thrive. Coverage includes:What Agile means to an ...
Transform your entire organization, not just a part of it. Take a modern look now that the world is focusing on business agility rather than thinking about team-level or even scaled Agile. Many people and businesses believe that "doing Agile" will solve all their business and organizational problems. The truth is that "doing Agile", especially team-level agility, is not the same as being an agile organization. Authors Doug Dockery and Laureen Knudsen share their years of experience in transforming corporations and organizations to successfully compete and win in today's fast-paced markets. Using proven techniques and stories of actual experiences in a multitude of organizations, Doug and Laureen relate what it takes to successfully transform your organization, as well as how to tell if your transformation is working. Modern Business Management details what you need to know to transform your business to deliver value and thrive. Coverage includes:What Agile means to an ...
The Arduino Inventor's Guide
The Arduino microcontroller makes it easy to learn about electronics, but it can be hard to know where to start. The 10 projects in this book will teach you to build, code, and invent with the super-smart Arduino and a handful of parts. First, you'll master the basics with a primer that explains how a circuit works, how to read a wiring schematic, and how to build and test projects with a solderless breadboard. Then you'll learn how to make your hardware move, buzz, flash, and interact with the world using motors, LEDs, sensors, and more as you build these 10 projects:The classic first Arduino project: blinking an LED;A miniature traffic light;An LED screen that displays animated patterns and shapes;A fast-paced button-smashing game to test your reflexes;A light-sensitive, color-changing night-light;A challenging ball-balancing game;A temperature-sensing mini greenhouse with an automated fan and vent;A motorized ...
The Arduino microcontroller makes it easy to learn about electronics, but it can be hard to know where to start. The 10 projects in this book will teach you to build, code, and invent with the super-smart Arduino and a handful of parts. First, you'll master the basics with a primer that explains how a circuit works, how to read a wiring schematic, and how to build and test projects with a solderless breadboard. Then you'll learn how to make your hardware move, buzz, flash, and interact with the world using motors, LEDs, sensors, and more as you build these 10 projects:The classic first Arduino project: blinking an LED;A miniature traffic light;An LED screen that displays animated patterns and shapes;A fast-paced button-smashing game to test your reflexes;A light-sensitive, color-changing night-light;A challenging ball-balancing game;A temperature-sensing mini greenhouse with an automated fan and vent;A motorized ...
Machine Learning and Security
Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you'll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike. Learn how machine learning has contributed to the success of modern spam filters; Quickly detect anomalies, including breaches, fraud, and impending system failure; Conduct malware analysis by extracting useful information from computer binaries; Uncover at ...
Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you'll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike. Learn how machine learning has contributed to the success of modern spam filters; Quickly detect anomalies, including breaches, fraud, and impending system failure; Conduct malware analysis by extracting useful information from computer binaries; Uncover at ...
Hands-On Machine Learning with Scikit-Learn and TensorFlow
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks - scikit-learn and TensorFlow - author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets; Use scikit-learn to track an example machine-learning project end-to-end; Explore several training models, including support vector machines, deci ...
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks - scikit-learn and TensorFlow - author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets; Use scikit-learn to track an example machine-learning project end-to-end; Explore several training models, including support vector machines, deci ...
C++ The Core Language
C++ is an object-oriented enhancement of the C programming language and is becoming the language of choice for serious software development. C++ has crossed the Single Book Complexity Barrier. The individual features are not all that complex, but when put together in a program they interact in highly non-intuitive ways. Many books discuss each of the features separately, giving readers the illusion that they understand the language. But when they try to program, they're in for a painful surprise. C++: The Core Language is for C programmers transitioning to C++. It's designed to get readers up to speed quickly by covering an essential subset of the language. The subset consists of features without which it's just not C++, and a handful of others that make it a reasonably useful language. You can actually use this subset (using any compiler) to get familiar with the basics of the language. Once you really understand that much, it's time to do some programming and learn more from other bo ...
C++ is an object-oriented enhancement of the C programming language and is becoming the language of choice for serious software development. C++ has crossed the Single Book Complexity Barrier. The individual features are not all that complex, but when put together in a program they interact in highly non-intuitive ways. Many books discuss each of the features separately, giving readers the illusion that they understand the language. But when they try to program, they're in for a painful surprise. C++: The Core Language is for C programmers transitioning to C++. It's designed to get readers up to speed quickly by covering an essential subset of the language. The subset consists of features without which it's just not C++, and a handful of others that make it a reasonably useful language. You can actually use this subset (using any compiler) to get familiar with the basics of the language. Once you really understand that much, it's time to do some programming and learn more from other bo ...
Building Networks and Servers Using BeagleBone
Create your own video theatre and music jukebox using Beaglebone. Make your multimedia library available to all the devices on your network, without spending an excessive amount of money on computer components and software. You'll start off by installing the Debian operating system image onto your BeagleBone, and setting up the software required to serve up both audio and video files to any device on the network. Next, you'll move on to network monitoring software, and install traceroute, MTR (My traceroute), Nmap, and iptraf-ng, to monitor the traffic on your local network. Once the monitoring software is set up, you'll create a RAID array to store all your media files. You'll then go one step further, and set up live and recorded video streaming using a web-based application. Finally, you'll learn to add Wi-Fi connectivity to your multimedia server by setting up WAP on your BeagleBone system. ...
Create your own video theatre and music jukebox using Beaglebone. Make your multimedia library available to all the devices on your network, without spending an excessive amount of money on computer components and software. You'll start off by installing the Debian operating system image onto your BeagleBone, and setting up the software required to serve up both audio and video files to any device on the network. Next, you'll move on to network monitoring software, and install traceroute, MTR (My traceroute), Nmap, and iptraf-ng, to monitor the traffic on your local network. Once the monitoring software is set up, you'll create a RAID array to store all your media files. You'll then go one step further, and set up live and recorded video streaming using a web-based application. Finally, you'll learn to add Wi-Fi connectivity to your multimedia server by setting up WAP on your BeagleBone system. ...