Financial Modeling for Business Owners and Entrepreneurs
Financial Modeling for Business Owners and Entrepreneurs: Developing Excel Models to Raise Capital, Increase Cash Flow, Improve Operations, Plan Projects, and Make Decisions may be one of the most important books any entrepreneur or manager in a small or medium-sized enterprise will read. It combines logical business principles and strategies with a step-by-step methodology for planning and modeling a company and solving specific business problems. You'll learn to create operational and financial models in Excel that describe the workings of your company in quantitative terms and that make it far more likely you will avoid the traps and dead ends many businesses fall into. ...
Financial Modeling for Business Owners and Entrepreneurs: Developing Excel Models to Raise Capital, Increase Cash Flow, Improve Operations, Plan Projects, and Make Decisions may be one of the most important books any entrepreneur or manager in a small or medium-sized enterprise will read. It combines logical business principles and strategies with a step-by-step methodology for planning and modeling a company and solving specific business problems. You'll learn to create operational and financial models in Excel that describe the workings of your company in quantitative terms and that make it far more likely you will avoid the traps and dead ends many businesses fall into. ...
Beginning Java with WebSphere
Beginning Java with WebSphere provides a step-by-step guide for creating and installing both client- and server-based Java applications using Rapid Application Development v8, WebSphere Application Server 8.0, and Java. Since more and more Java applications are moving to the server and using HTML for the user interface, there is a minimal amount of time spent exploring the Java GUI components. More specifically, this book covers graphical user interfaces using RAD's Visual Editor, variables, conditional logic, and application improvements/enhancements from the client side. And, from the server-side, this book covers servlets, JavaServer Pages (JSPs), database accessibility (JDBC), custom tags, and concludes with JavaServer Faces (JSFs). ...
Beginning Java with WebSphere provides a step-by-step guide for creating and installing both client- and server-based Java applications using Rapid Application Development v8, WebSphere Application Server 8.0, and Java. Since more and more Java applications are moving to the server and using HTML for the user interface, there is a minimal amount of time spent exploring the Java GUI components. More specifically, this book covers graphical user interfaces using RAD's Visual Editor, variables, conditional logic, and application improvements/enhancements from the client side. And, from the server-side, this book covers servlets, JavaServer Pages (JSPs), database accessibility (JDBC), custom tags, and concludes with JavaServer Faces (JSFs). ...
Practical Methods of Financial Engineering and Risk Management
Risk control, capital allocation, and realistic derivative pricing and hedging are critical concerns for major financial institutions and individual traders alike. Events from the collapse of Lehman Brothers to the Greek sovereign debt crisis demonstrate the urgent and abiding need for statistical tools adequate to measure and anticipate the amplitude of potential swings in the financial markets - from ordinary stock price and interest rate moves, to defaults, to those increasingly frequent "rare events" fashionably called black swan events. Yet many on Wall Street continue to rely on standard models based on artificially simplified assumptions that can lead to systematic (and sometimes catastrophic) underestimation of real risks. ...
Risk control, capital allocation, and realistic derivative pricing and hedging are critical concerns for major financial institutions and individual traders alike. Events from the collapse of Lehman Brothers to the Greek sovereign debt crisis demonstrate the urgent and abiding need for statistical tools adequate to measure and anticipate the amplitude of potential swings in the financial markets - from ordinary stock price and interest rate moves, to defaults, to those increasingly frequent "rare events" fashionably called black swan events. Yet many on Wall Street continue to rely on standard models based on artificially simplified assumptions that can lead to systematic (and sometimes catastrophic) underestimation of real risks. ...
Beginning Photo Retouching and Restoration Using GIMP
Beginning Photo Retouching & Restoration Using GIMP teaches the reader how to achieve professional results using this high end image editor. You'll learn how to do everything from making dull images "pop" to resurrecting badly damaged photographs deemed beyond any hope of rescue. There's no need to shell out good money month after month for the "big name" software package. GIMP 2.8 is a world-class image editor that wields almost as much power, and is completely free! Learning the art of photo retouching and restoration is fun and rewarding. Reclaim those treasured images from the ravages of time and neglect, and pass them on to future generations. Beginning Photo Retouching & Restoration Using GIMP will provide you with a wide array of editing exercises to help you develop a high degree of proficiency. ...
Beginning Photo Retouching & Restoration Using GIMP teaches the reader how to achieve professional results using this high end image editor. You'll learn how to do everything from making dull images "pop" to resurrecting badly damaged photographs deemed beyond any hope of rescue. There's no need to shell out good money month after month for the "big name" software package. GIMP 2.8 is a world-class image editor that wields almost as much power, and is completely free! Learning the art of photo retouching and restoration is fun and rewarding. Reclaim those treasured images from the ravages of time and neglect, and pass them on to future generations. Beginning Photo Retouching & Restoration Using GIMP will provide you with a wide array of editing exercises to help you develop a high degree of proficiency. ...
Predictive Analytics with Microsoft Azure Machine Learning
Data Science and Machine Learning are in high demand, as customers are increasingly looking for ways to glean insights from all their data. More customers now realize that Business Intelligence is not enough as the volume, speed and complexity of data now defy traditional analytics tools. While Business Intelligence addresses descriptive and diagnostic analysis, Data Science unlocks new opportunities through predictive and prescriptive analysis. The purpose of this book is to provide a gentle and instructionally organized introduction to the field of data science and machine learning, with a focus on building and deploying predictive models. ...
Data Science and Machine Learning are in high demand, as customers are increasingly looking for ways to glean insights from all their data. More customers now realize that Business Intelligence is not enough as the volume, speed and complexity of data now defy traditional analytics tools. While Business Intelligence addresses descriptive and diagnostic analysis, Data Science unlocks new opportunities through predictive and prescriptive analysis. The purpose of this book is to provide a gentle and instructionally organized introduction to the field of data science and machine learning, with a focus on building and deploying predictive models. ...
Beginning JSF 2 APIs and JBoss Seam
The Enterprise Java platform, Java EE 6, has gotten a facelift ... JavaServer Faces (JSF) 2, is a big part of what's new in Java EE 6! JSF 2, a significant upgrade from JSF 1.2, includes Facelets and integration/use options with a variety of web frameworks, including the popular JBoss Seam and even the Spring Framework. Beginning JSF 2 APIs and JBoss Seam gets you up to speed with the JSF 2.x API features and how they're implemented using the latest Seam web framework. This quick-start tutorial is the fastest way to get started on JSF 2, Facelets, and Seam, and with it you'll take the most useful features in the frameworks and apply them using best practices. You'll learn to create and enhance an eShop using practical methods, and can re-purpose the template for your own personal and professional projects. ...
The Enterprise Java platform, Java EE 6, has gotten a facelift ... JavaServer Faces (JSF) 2, is a big part of what's new in Java EE 6! JSF 2, a significant upgrade from JSF 1.2, includes Facelets and integration/use options with a variety of web frameworks, including the popular JBoss Seam and even the Spring Framework. Beginning JSF 2 APIs and JBoss Seam gets you up to speed with the JSF 2.x API features and how they're implemented using the latest Seam web framework. This quick-start tutorial is the fastest way to get started on JSF 2, Facelets, and Seam, and with it you'll take the most useful features in the frameworks and apply them using best practices. You'll learn to create and enhance an eShop using practical methods, and can re-purpose the template for your own personal and professional projects. ...
Learning Python Data Visualization
The best applications use data and present it in a meaningful, easy-to-understand way. Packed with sample code and tutorials, this book will walk you through installing common charts, graphics, and utility libraries for the Python programming language. Firstly you will discover how to install and reference libraries in Visual Studio or Eclipse. We will then go on to build simple graphics and charts that allow you to generate HTML5-ready SVG charts and graphs, along with testing and validating your data sources. We will also cover parsing data from the Web and offline sources, and building a Python charting application using dynamic data. Lastly, we will review other popular tools and frameworks used to create charts and import/export chart data. By the end of this book, you will be able to represent complex sets of data using Python. ...
The best applications use data and present it in a meaningful, easy-to-understand way. Packed with sample code and tutorials, this book will walk you through installing common charts, graphics, and utility libraries for the Python programming language. Firstly you will discover how to install and reference libraries in Visual Studio or Eclipse. We will then go on to build simple graphics and charts that allow you to generate HTML5-ready SVG charts and graphs, along with testing and validating your data sources. We will also cover parsing data from the Web and offline sources, and building a Python charting application using dynamic data. Lastly, we will review other popular tools and frameworks used to create charts and import/export chart data. By the end of this book, you will be able to represent complex sets of data using Python. ...
Real-Time Systems Design and Analysis, 4th Edition
From power plants to medicine to avionics, the world increasingly depends on computer systems that can compute and respond to various excitations in real time. The Fourth Edition of Real-Time Systems Design and Analysis gives software designers the knowledge and the tools needed to create real-time software using a holistic, systems-based approach. The text covers computer architecture and organization, operating systems, software engineering, programming languages, and compiler theory, all from the perspective of real-time systems design. ...
From power plants to medicine to avionics, the world increasingly depends on computer systems that can compute and respond to various excitations in real time. The Fourth Edition of Real-Time Systems Design and Analysis gives software designers the knowledge and the tools needed to create real-time software using a holistic, systems-based approach. The text covers computer architecture and organization, operating systems, software engineering, programming languages, and compiler theory, all from the perspective of real-time systems design. ...
Learning Apache Mahout
In the past few years the generation of data and our capability to store and process it has grown exponentially. There is a need for scalable analytics frameworks and people with the right skills to get the information needed from this Big Data. Apache Mahout is one of the first and most prominent Big Data machine learning platforms. It implements machine learning algorithms on top of distributed processing platforms such as Hadoop and Spark. Starting with the basics of Mahout and machine learning, you will explore prominent algorithms and their implementation in Mahout development. You will learn about Mahout building blocks, addressing feature extraction, reduction and the curse of dimensionality, delving into classification use cases with the random forest and Naïve Bayes classifier and item and user-based recommendation. You will then work with clustering Mahout using the K-means algorithm and implement Mahout without MapReduce. Finish with a flourish by exploring end-to-end us ...
In the past few years the generation of data and our capability to store and process it has grown exponentially. There is a need for scalable analytics frameworks and people with the right skills to get the information needed from this Big Data. Apache Mahout is one of the first and most prominent Big Data machine learning platforms. It implements machine learning algorithms on top of distributed processing platforms such as Hadoop and Spark. Starting with the basics of Mahout and machine learning, you will explore prominent algorithms and their implementation in Mahout development. You will learn about Mahout building blocks, addressing feature extraction, reduction and the curse of dimensionality, delving into classification use cases with the random forest and Naïve Bayes classifier and item and user-based recommendation. You will then work with clustering Mahout using the K-means algorithm and implement Mahout without MapReduce. Finish with a flourish by exploring end-to-end us ...
Learning Puppet Security
As application and server environments become more complex, managing security and compliance becomes a challenging situation. By utilizing Puppet and the tools associated with it, you can simplify and automate many of the more repetitive security-related tasks. Beginning with the simplest cases, you will quickly get up and running by looking at an example Puppet manifest. Moving on, you will learn how to use Puppet to track changes to environments and how this can be used for compliance. As your knowledge increases, you will then get to explore community modules and learn how they can help simplify the deployment of your Puppet environment by using pre-written code contributed by community members. By the end of this book, you will be able to implement a complete centralized logging solution using Logstash and community modules. ...
As application and server environments become more complex, managing security and compliance becomes a challenging situation. By utilizing Puppet and the tools associated with it, you can simplify and automate many of the more repetitive security-related tasks. Beginning with the simplest cases, you will quickly get up and running by looking at an example Puppet manifest. Moving on, you will learn how to use Puppet to track changes to environments and how this can be used for compliance. As your knowledge increases, you will then get to explore community modules and learn how they can help simplify the deployment of your Puppet environment by using pre-written code contributed by community members. By the end of this book, you will be able to implement a complete centralized logging solution using Logstash and community modules. ...