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Spring MVC helps you build flexible and loosely coupled web applications. The Spring MVC Framework is architected and designed in such a way that every piece of logic and functionality is highly configurable. Also, Spring can integrate effortlessly with other popular web frameworks such as Struts, WebWork, Java Server Faces, and Tapestry. The book progressively teaches you to configure the Spring development environment, architecture, controllers, libraries, and more before moving on to developing a full web application. It begins with an introduction to the Spring development environment and architecture so you're familiar with the know-hows. From here, we move on to controllers, views, validations, Spring Tag libraries, and more. Finally, we integrate it all together to develop a web application. You'll also get to grips with testing applications for reliability.
Reinforcement learning (RL) is a field of artificial intelligence (AI) used for creating self-learning autonomous agents. Building on a strong theoretical foundation, this book takes a practical approach and uses examples inspired by real-world industry problems to teach you about state-of-the-art RL.Starting with bandit problems, Markov decision processes, and dynamic programming, the book provides an in-depth review of the classical RL techniques, such as Monte Carlo methods and temporal-difference learning. After that, you will learn about deep Q-learning, policy gradient algorithms, actor-critic methods, model-based methods, and multi-agent reinforcement learning. Then, you'll be introduced to some of the key approaches behind the most successful RL implementations, such as domain randomization and curiosity-driven learning.As you advance, you’ll explore many novel algorithms with advanced implementations using modern Python libraries such as TensorFlow and Ray’s RLlib package. You’ll also find out how to implement RL in areas such as robotics, supply chain management, marketing, finance, smart cities, and cybersecurity while assessing the trade-offs between different approaches and avoiding common pitfalls.By the end of this book, you’ll have mastered how to train and deploy your own RL agents for solving RL problems.
Tim Rains, Timothy Youngblood CISSP
Tim Rains is Microsoft's former Global Chief Security Advisor and Amazon Web Services’ former Global Security Leader for Worldwide Public Sector. He has spent the last two decades advising private and public sector organizations all over the world on cybersecurity strategies.Cybersecurity Threats, Malware Trends, and Strategies, Second Edition builds upon the success of the first edition that has helped so many aspiring CISOs, and cybersecurity professionals understand and develop effective data-driven cybersecurity strategies for their organizations. In this edition, you’ll examine long-term trends in vulnerability disclosures and exploitation, regional differences in malware infections and the socio-economic factors that underpin them, and how ransomware evolved from an obscure threat to the most feared threat in cybersecurity. You’ll also gain valuable insights into the roles that governments play in cybersecurity, including their role as threat actors, and how to mitigate government access to data. The book concludes with a deep dive into modern approaches to cybersecurity using the cloud.By the end of this book, you will have a better understanding of the threat landscape, how to recognize good Cyber Threat Intelligence, and how to measure the effectiveness of your organization's cybersecurity strategy.
Christophe Foulon, Ken Underhill, Tia Hopkins
The cybersecurity field is evolving rapidly, and so are the interviews for cybersecurity roles. Hack the Cybersecurity Interview, Second Edition, is the essential guide for anyone aiming to navigate this changing landscape.This edition, updated and expanded, addresses how to fi nd cybersecurity jobs in tough job markets and expands upon the original cybersecurity career paths. It offers invaluableinsights into various cybersecurity roles, such as cybersecurity engineer, penetration tester, cybersecurity product manager, and cybersecurity project manager, focusing on succeeding in interviews. This book stands outwith its real-world approach, expert insights, and practical tips. It's not just a preparation guide; it's your key to unlocking success in the highly competitive field of cybersecurity.By the end of this book, you will be able to answer behavioural and technical questions and effectively demonstrate your cybersecurity knowledge.
Brainshark's audio annotation system is a power presentation tool that allows you to convert your boring, outdated slideshows into engaging and powerful audio presentations. Alongside its mobile functionality and customer feedback capabilities, it provides an easy-to-use interface for anyone from account executives to sales directors.Instant Brainshark will quickly get you started with creating online presentations and web presentations following best practices. The book covers the basics of BrainShark and explores a variety of best practices in both Internet marketing and presentation design to help you build effective and powerful presentations.Instant Brainshark will start you off with the basic functionality of BrainShark in order to introduce you to the best practices involved in presentation design. Then, it will guide you through a series of important and useful recipes that will show you how to reach customers via various marketing channels.You will learn how to find customers through social media networks, whether they be on a desktop computer or mobile device, as well as how to get feedback from your valued customers. You will also dig into BrainShark's audio annotation system and learn how to get the most out of it by following the recommended guidelines. Lastly, the book will guide you through a recipe on how to upload your BrainShark audio presentations as videos on YouTube, furthering the exposure of your presentations.Using Instant Brainshark, you will learn everything you need to know, from starting your first presentation and applying audio annotations to sharing it across multiple social media websites and retrieving customer feedback.
What's New in SQL Server 2012. Unleash the new features of SQL Server 2012 with this book and
Rachel Horder, Jon Reade, John Reade
Microsoft SQL Server has been part of the enterprise database landscape since SQL Server 7 arrived in 1998 and has evolved into the relational and BI platform of choice by businesses around the globe. The performance and full feature set of SQL Server has been widely recognized by the business community and it is viewed as a powerful weapon in their database and business intelligence arsenal. SQL Server brings numerous benefits to all businesses, central to which is a thorough understanding of the technology, both current and new.This is the book both DBAs and developers always wanted to buy but could never find in the bookstore. This is a SQL Server book that contains only the new features introduced in SQL Server 2012.This book will give you a competitive advantage by helping you to quickly learn and understand the new features of SQL Server 2012. Most readers will already have an established knowledge of SQL Server and will want to update their 2008/2008R2 knowledge swiftly with least pain.This book takes you through all of the new features of SQL Server 2012, from installing core database services and features, to the new administration and updated Transact-SQL functions. You will discover the new Analysis Services features, introduce data alerts and reporting features and explore the new enhancements to Integration Services. In addition you will learn how to automate, cleanse and transform critical business data with DQS and world-class enterprise level availability features.Finally, you will venture into simulating real-world database loads using Distributed Replay and complete your journey with a look at the new SQL Server cloud services and the new Hadoop big data platform.
Splunk 9 improves on the existing Splunk tool to include important features such as federated search, observability, performance improvements, and dashboarding. This book helps you to make the best use of the impressive and new features to prepare a Splunk installation that can be employed in the data analysis process.Starting with an introduction to the different Splunk components, such as indexers, search heads, and forwarders, this Splunk book takes you through the step-by-step installation and configuration instructions for basic Splunk components using Amazon Web Services (AWS) instances. You’ll import the BOTS v1 dataset into a search head and begin exploring data using the Splunk Search Processing Language (SPL), covering various types of Splunk commands, lookups, and macros. After that, you’ll create tables, charts, and dashboards using Splunk’s new Dashboard Studio, and then advance to work with clustering, container management, data models, federated search, bucket merging, and more.By the end of the book, you’ll not only have learned everything about the latest features of Splunk 9 but also have a solid understanding of the performance tuning techniques in the latest version.