Hands-On Data Analysis with Scala. Perform data collection, processing, manipulation, and visualization with Scala

Rajesh Gupta

Efficient business decisions with an accurate sense of business data helps in delivering better performance across products and services. This book helps you to leverage the popular Scala libraries and tools for performing core data analysis tasks with ease.The book begins with a quick overview of the building blocks of a standard data analysis process. You will learn to perform basic tasks like Extraction, Staging, Validation, Cleaning, and Shaping of datasets. You will later deep dive into the data exploration and visualization areas of the data analysis life cycle. You will make use of popular Scala libraries like Saddle, Breeze, Vegas, and PredictionIO for processing your datasets. You will learn statistical methods for deriving meaningful insights from data. You will also learn to create applications for Apache Spark 2.x on complex data analysis, in real-time. You will discover traditional machine learning techniques for doing data analysis. Furthermore, you will also be introduced to neural networks and deep learning from a data analysis standpoint.By the end of this book, you will be capable of handling large sets of structured and unstructured data, perform exploratory analysis, and building efficient Scala applications for discovering and delivering insights

Asterisk 1.6. Build feature-rich telephony systems with Asterisk

David Merel, David Gomillion, Barrie Dempster

Asterisk is a powerful and flexible open source framework for building feature-rich telephony systems. As a Private Branch Exchange (PBX) which connects one or more telephones, and usually connects to one or more telephone lines, Asterisk offers very advanced features, including extension-to-extension calls, queues, ring groups, line trunking, call distribution, call detail rerecords, and call recording.This book will show you how to build a telephony system for your home or business using this open source application. 'Asterisk 1.6' takes you step-by-step through the process of installing and configuring Asterisk. It covers everything from establishing your deployment plan to creating a fully functional PBX solution. Through this book you will learn how to connect employees from all over the world as well as streamline your callers through Auto Attendants (IVR) and Ring Groups.This book is all you need to understand and use Asterisk to build the telephony system that meets your need. You will learn how to use the many features that Asterisk provides you with. It presents example configurations for using Asterisk in three different scenarios: for small and home offices, small businesses, and Hosted PBX. Over the course of ten chapters, this book introduces you to topics as diverse as Public Switched Telephony Network (PSTN), Voice over IP Connections (SIP / IAX), DAHDI, libpri, through to advanced call distribution, automated attendants, FreePBX, and asterCRM.With an engaging style and excellent way of presenting information, this book makes a complicated subject very easy to understand.

Getting Started with Oracle WebLogic Server 12c: Developer's Guide. If you've dipped a toe into Java EE development and would now like to dive right in, this is the book for you. Introduces the key components of WebLogic Server and all that's great about Java EE 6

William Markito Oliveira, Fabio Mazanatti Nunes, Fabio Mazanatti

Oracle WebLogic server has long been the most important, and most innovative, application server on the market. The updates in the 12c release have seen changes to the Java EE runtime and JDK version, providing developers and administrators more powerful and feature-packed functionalities.Getting Started with Oracle WebLogic Server 12c: Developer's Guide provides a practical, hands-on, introduction to the application server, helping beginners and intermediate users alike get up to speed with Java EE development, using the Oracle application server.Starting with an overview of the new features of JDK 7 and Java EE 6, Getting Started with Oracle WebLogic Server 12c quickly moves on to showing you how to set up a WebLogic development environment, by creating a domain and setting it up to deploy the application.Once set up, we then explain how to use the key components of WebLogic Server, showing you how to apply them using a sample application that is continually developed throughout the chapters. On the way, we'll also be exploring Java EE 6 features such as context injection, persistence layer and transactions.After the application has been built, you will then learn how to tune its performance with some expert WebLogic Server tips.

Microsoft Azure Fundamentals Certification and Beyond. A complete AZ-900 exam guide with online mock exams, flashcards, and hands-on activities - Second Edition

Steve Miles, Peter De Tender

Microsoft Azure Fundamentals Certification and Beyond, Second Edition, combines the comprehensive cloud fundamentals book with Packt’s powerful exam training platform, offering a holistic learning experience designed to help you not just ace the AZ-900 exam but also apply that knowledge to excel in your career.Covering essential topics such as cloud computing principles, Azure architecture, services, management, and governance, this guide offers clear explanations and real-world insights to help you build confidence in working with Microsoft Azure. It also includes access to an interactive online training platform, which features practice exams, exam-like timers, interactive flashcards, and detailed explanations to reinforce learning and assess exam readiness.By engaging with the concepts in this book and the accompanying online resources, you will gain a solid foundation in Azure fundamentals, enabling you to approach the AZ-900 certification exam with confidence and take the next step in your cloud computing journey.

Microsoft Sentinel in Action. Architect, design, implement, and operate Microsoft Sentinel as the core of your security solutions - Second Edition

Richard Diver, Gary Bushey, John Perkins

Microsoft Sentinel is a security information and event management (SIEM) tool developed by Microsoft that helps you integrate cloud security and artificial intelligence (AI). This book will teach you how to implement Microsoft Sentinel and understand how it can help detect security incidents in your environment with integrated AI, threat analysis, and built-in and community-driven logic.The first part of this book will introduce you to Microsoft Sentinel and Log Analytics, then move on to understanding data collection and management, as well as how to create effective Microsoft Sentinel queries to detect anomalous behaviors and activity patterns. The next part will focus on useful features, such as entity behavior analytics and Microsoft Sentinel playbooks, along with exploring the new bi-directional connector for ServiceNow. In the next part, you’ll be learning how to develop solutions that automate responses needed to handle security incidents and find out more about the latest developments in security, techniques to enhance your cloud security architecture, and explore how you can contribute to the security community.By the end of this book, you’ll have learned how to implement Microsoft Sentinel to fit your needs and protect your environment from cyber threats and other security issues.

Engineering Manager's Handbook. An insider’s guide to managing software development and engineering teams

Morgan Evans

Delightful and customer-centric digital products have become an expectation in the world of business. Engineering managers are uniquely positioned to impact the success of these products and the software systems that power them. Skillful managers guide their teams and companies to develop functional and maintainable systems.This book helps you find your footing as an engineering manager, develop your leadership style, balance your time between engineering and managing, build successful engineering teams in different settings, and work within constraints without sacrificing technical standards or team empathy. You’ll learn practical techniques for establishing trust, developing beneficial habits, and creating a cohesive and high-performing engineering team. You’ll discover effective strategies to guide and contribute to your team’s efforts, facilitating productivity and collaboration.By the end of this book, you’ll have the tools and knowledge necessary to thrive as an engineering manager. Whether you’re just starting out in your role or seeking to enhance your leadership capabilities, this handbook will empower you to make a lasting impact and drive success in your organization.

Learning Informatica PowerCenter 9.x. Learn the art of extracting data from disparate systems, integrating it using the leading data integration platform, and creating intelligent data centers for your business

Rahul Malewar

Job Interview Success for Introverts. Secure the job you want and deserve

Robert McIntosh

As an introvert, you may feel that extraverts have it easy when searching for their dream job. Introversion is something to be overcome if you want that role, right? Wrong – the way introverts work and behave, far from being an obstacle, can actually be immensely effective in the interview process. This is precisely what this quick guide from Bob McIntosh demonstrates. Taking you through the entire interview process, from your initial job searching and networking to the interview itself, you will see how your working style preferences can be utilized – and indeed, optimized - to prepare you for success.