“…The number of human-computer interaction instances are increasing so it's becoming imperative that computers comprehend all major natural languages. …”

“…What You Will Learn Review fundamental concepts including supervised and unsupervised experiences, common tasks, and performance metrics Classify objects (from documents to human faces and flower species) based on some of their features, using a variety of methods from Support Vector Machines to Naïve Bayes Use Decision Trees to explain the main causes of certain phenomena such as passenger survival on the Titanic Evaluate the performance of machine learning systems in common tasks Master algorithms of various levels of complexity and learn how to analyze data at the same time Learn just enough math to think about the connections between various algorithms Customize machine learning algorithms to fit your problem, and learn how to modify them when the situation calls for it Incorporate other packages from the Python ecosystem to munge and visualize your dataset Improve the way you build your models using parallelization techniques In Detail Machine learning, the art of creating applications that learn from experience and data, has been around for many years. …”

“…With Windows Server 2016, Microsoft has gotten us thinking outside of the box for what it means to be a system administration, and comes with some interesting new capabilities. These are exciting times to be or to become a server administrator! …”

“…This book will help you become an expert in developing middleware for a variety of applications. …”

“…Take an eye-opening journey from unskilled observer to engaged maker Learn how to join this community, get access to tools and experts, and pick up new skills Use a template for building a maker-based entrepreneurial lifestyle and prepare yourself for the careers of the future This book is for everyone who dreams of becoming a successful maker-entrepreneur. …”

“…This book starts off by introducing you to reinforcement learning and Q-learning, in addition to helping you become familiar with OpenAI Gym as well as libraries such as Keras and TensorFlow. …”

“…It’s when we’re faced with more difficult challenges that our thinking becomes vulnerable to brain patterns that can lead us astray. …”

“…Create scalable applications by taking advantage of NoSQL document databases on the cloud with .NET Core Key Features Work with the latest available tools related to Cosmos DB Learn to work with the latest version of the .NET Core SDK, C# and the SQL API Work with a database service that doesn't require you to use an ORM and provides flexibility Book Description Cosmos DB is a NoSQL database service included in Azure that is continuously adding new features and has quickly become one of the most innovative services found in Azure, targeting mission-critical applications at a global scale. …”

“…Your ideas are closer to becoming real when you can create and work with holograms in relation to the world around you. …”

“…You will delve into combining different neural network models and work with real-world use cases, including computer vision, natural language understanding, synthetic data generation, and many more. Moving on, you will become well versed with convolutional neural networks (CNNs), recurrent neural networks (RNNs), long short-term memory (LSTM) networks, autoencoders, and generative adversarial networks (GANs) using real-world training datasets. …”

“…This book covers topics from building a network to the different procedures you need to follow to secure it. …”

“…Learn how to install, use, and administer CentOS 8 with the help of expert guidance and engaging examples Key Features Become familiar with a popular and stable Red Hat Enterprise Linux distribution Gain a thorough overview of the operating system by learning concepts such as disk partitioning, KVM virtualization, and more Explore advanced topics such as logical volume management and firewall configuration Book Description Linux kernel development is perhaps the world's largest collaborative project to date. …”

“…"Master malware analysis to protect your systems from getting infected Key Features Set up and model solutions, investigate malware, and prevent it from occurring in future Learn core concepts of dynamic malware analysis, memory forensics, decryption, and much more A practical guide to developing innovative solutions to numerous malware incidents Book Description With the ever-growing proliferation of technology, the risk of encountering malicious code or malware has also increased. …”

Tabla de Contenidos: “…Why programmers seem unmanageable -- Understanding programmers -- Finding and hiring great programmers -- Getting new programmers started off right -- Becoming an effective programming manager : managing down -- Becoming an effective programming manager : managing up, out, and yourself -- Motivating programmers -- Establishing a successful programming culture -- Managing successful software delivery -- If you are agile, what do managers do?…”

“…ServiceNow provides their clients with an add-on when it comes to baseline instances, where scripting can be used to customize and improve the performance of instances. …”

“…Open source intelligence (OSINT) is intelligence gathered from publically available sources and is the key to unlocking this domain for the purposes of investigation. …”

“…When it matters most what the participants are thinking—even thousands of them at once, who may be in the room, at satellite locations or on laptops at home—this book liberates meeting designers from traditional assumptions and business-as-usual Q&A and discussion tactics with an approach for hearing and working with the contributions of all participants, live. …”

“…About the O’Reilly Software Architecture Series Clearing a path from developer to architect and enriching that path once you arrive Software architecture is a massive multidisciplinary subject, covering many roles and responsibilities, and it is a fast-moving discipline where entire suites of "best practices" become obsolete practically overnight—yesterday’s best practice is tomorrow’s anti-pattern. …”

“…To achieve that, business education and leadership training in organizations needs to become more accountable for real results, not just participant satisfaction (the “edutainment” culture). …”

“…This book begins by tackling the installation of the necessary software dependencies and libraries needed to perform spatial analysis with Python. From there, the next logical step is to prepare our data for analysi..…”