Packt Publishing
Mastering Machine Learning with scikit-learn
This book examines machine learning models including logistic regression, decision trees, and support vector machines, and applies them to common problems such as categorizing documents and classifying images. It begins with the fundamentals of machine learning, introducing you to the supervised-unsupervised spectrum, the uses of training and test data, and evaluating models. You will learn how to use generalized linear models in regression problems, as well as solve problems with text and categorical features. You will be acquainted with the use of logistic regression, regularization, and the various loss functions that are used by generalized linear models. The book will also walk you through an example project that prompts you to label the most uncertain training examples. You will also use an unsupervised Hidden Markov Model to predict stock prices. ...
This book examines machine learning models including logistic regression, decision trees, and support vector machines, and applies them to common problems such as categorizing documents and classifying images. It begins with the fundamentals of machine learning, introducing you to the supervised-unsupervised spectrum, the uses of training and test data, and evaluating models. You will learn how to use generalized linear models in regression problems, as well as solve problems with text and categorical features. You will be acquainted with the use of logistic regression, regularization, and the various loss functions that are used by generalized linear models. The book will also walk you through an example project that prompts you to label the most uncertain training examples. You will also use an unsupervised Hidden Markov Model to predict stock prices. ...
Learning Storm
Starting with the very basics of Storm, you will learn how to set up Storm on a single machine and move on to deploying Storm on your cluster. You will understand how Kafka can be integrated with Storm using the Kafka spout. You will then proceed to explore the Trident abstraction tool with Storm to perform stateful stream processing, guaranteeing single message processing in every topology. You will move ahead to learn how to integrate Hadoop with Storm. Next, you will learn how to integrate Storm with other well-known Big Data technologies such as HBase, Redis, and Kafka to realize the full potential of Storm. ...
Starting with the very basics of Storm, you will learn how to set up Storm on a single machine and move on to deploying Storm on your cluster. You will understand how Kafka can be integrated with Storm using the Kafka spout. You will then proceed to explore the Trident abstraction tool with Storm to perform stateful stream processing, guaranteeing single message processing in every topology. You will move ahead to learn how to integrate Hadoop with Storm. Next, you will learn how to integrate Storm with other well-known Big Data technologies such as HBase, Redis, and Kafka to realize the full potential of Storm. ...
Learning Nessus for Penetration Testing
IT security is a vast and exciting domain, with vulnerability assessment and penetration testing being the most important and commonly performed security activities across organizations today. The Nessus tool gives the end user the ability to perform these kinds of security tests quickly and effectively. Nessus is a widely used tool for vulnerability assessment, and Learning Nessus for Penetration Testing gives you a comprehensive insight into the use of this tool. This book is a step-by-step guide that will teach you about the various options available in the Nessus vulnerability scanner tool so you can conduct a vulnerability assessment that helps to identify exposures in IT infrastructure quickly and efficiently. This book will also give you an insight into penetration testing and how to conduct compliance checks using Nessus. ...
IT security is a vast and exciting domain, with vulnerability assessment and penetration testing being the most important and commonly performed security activities across organizations today. The Nessus tool gives the end user the ability to perform these kinds of security tests quickly and effectively. Nessus is a widely used tool for vulnerability assessment, and Learning Nessus for Penetration Testing gives you a comprehensive insight into the use of this tool. This book is a step-by-step guide that will teach you about the various options available in the Nessus vulnerability scanner tool so you can conduct a vulnerability assessment that helps to identify exposures in IT infrastructure quickly and efficiently. This book will also give you an insight into penetration testing and how to conduct compliance checks using Nessus. ...
Clojure High Performance Programming
Clojure is a young, dynamic, functional programming language that runs on the Java Virtual Machine. It is built with performance, pragmatism, and simplicity in mind. Like most general purpose languages, Clojure's features have different performance characteristics that one should know in order to write high performance code. Clojure High Performance Programming is a practical, to-the-point guide that shows you how to evaluate the performance implications of different Clojure abstractions, learn about their underpinnings, and apply the right approach for optimum performance in real-world programs. ...
Clojure is a young, dynamic, functional programming language that runs on the Java Virtual Machine. It is built with performance, pragmatism, and simplicity in mind. Like most general purpose languages, Clojure's features have different performance characteristics that one should know in order to write high performance code. Clojure High Performance Programming is a practical, to-the-point guide that shows you how to evaluate the performance implications of different Clojure abstractions, learn about their underpinnings, and apply the right approach for optimum performance in real-world programs. ...
Securing Hadoop
Security of Big Data is one of the biggest concerns for enterprises today. How do we protect the sensitive information in a Hadoop ecosystem? How can we integrate Hadoop security with existing enterprise security systems? What are the challenges in securing Hadoop and its ecosystem? These are the questions which need to be answered in order to ensure effective management of Big Data. Hadoop, along with Kerberos, provides security features which enable Big Data management and which keep data secure. This book is a practitioner's guide for securing a Hadoop-based Big Data platform. This book provides you with a step-by-step approach to implementing end-to-end security along with a solid foundation of knowledge of the Hadoop and Kerberos security models. ...
Security of Big Data is one of the biggest concerns for enterprises today. How do we protect the sensitive information in a Hadoop ecosystem? How can we integrate Hadoop security with existing enterprise security systems? What are the challenges in securing Hadoop and its ecosystem? These are the questions which need to be answered in order to ensure effective management of Big Data. Hadoop, along with Kerberos, provides security features which enable Big Data management and which keep data secure. This book is a practitioner's guide for securing a Hadoop-based Big Data platform. This book provides you with a step-by-step approach to implementing end-to-end security along with a solid foundation of knowledge of the Hadoop and Kerberos security models. ...
Building a Home Security System with BeagleBone
One of the best kept secrets of the security industry is just how simple the monitoring hardware actually is - BeagleBone has all the computing power you need to build yourself an extremely sophisticated access control, alarm panel, and home automation and network intrusion-detection system. Security companies make a fortune each year by charging exorbitant fees to their customers. You will learn how easy it is to make an alarm system with Beaglebone. A company-maintained-and-monitored alarm system has its place - your dear old mum is probably not going to be creating her own system any time soon. But if you are reading this book, you are probably a builder or a hobbyist with all the skills required to do it yourself. With Building a Home Security System with BeagleBone, you will learn everything you need to know to develop your own state-of-the-art security system, all for less than a year's worth of monitoring charges from your local alarm company! ...
One of the best kept secrets of the security industry is just how simple the monitoring hardware actually is - BeagleBone has all the computing power you need to build yourself an extremely sophisticated access control, alarm panel, and home automation and network intrusion-detection system. Security companies make a fortune each year by charging exorbitant fees to their customers. You will learn how easy it is to make an alarm system with Beaglebone. A company-maintained-and-monitored alarm system has its place - your dear old mum is probably not going to be creating her own system any time soon. But if you are reading this book, you are probably a builder or a hobbyist with all the skills required to do it yourself. With Building a Home Security System with BeagleBone, you will learn everything you need to know to develop your own state-of-the-art security system, all for less than a year's worth of monitoring charges from your local alarm company! ...
Implementing SugarCRM
SugarCRM is a popular customer relationship management system. It is available in both free open source and commercial versions, making it an ideal way for small-medium business to try out a CRM system without committing large sums of money. Although SugarCRM is carefully designed for ease of use, attaining measurable business gains requires careful planning and research. This book distils hard won SugarCRM experienced into an easy to follow guide to implementing the full power of SugarCRM. SugarCRM is an extensive PHP/MySQL based application but with its rich administration interfaces no programming is required to get the most of it. ...
SugarCRM is a popular customer relationship management system. It is available in both free open source and commercial versions, making it an ideal way for small-medium business to try out a CRM system without committing large sums of money. Although SugarCRM is carefully designed for ease of use, attaining measurable business gains requires careful planning and research. This book distils hard won SugarCRM experienced into an easy to follow guide to implementing the full power of SugarCRM. SugarCRM is an extensive PHP/MySQL based application but with its rich administration interfaces no programming is required to get the most of it. ...
Delphi Cookbook
With this book, you will gain valuable and practical knowledge of the latest functionalities of Delphi. Starting with the foundations, you will work on your VCL application, customize the TDBGrid, and configure your runtime class using RTTI. Going forward, you will build on this foundation and deploy FireMonkey to go cross-platform or even call FireMonkey from a VCL project, and you will fully understand how you can include Delphi on your server. Finally, you will use App Tethering, call Android and iOS SDK classes, and even use the Android TextToSpeech engine to add sounds to your phone! With this learning resource at your side, you will acquire all that a RAD Studio developer needs to know about Delphi in one complete, informative guide. ...
With this book, you will gain valuable and practical knowledge of the latest functionalities of Delphi. Starting with the foundations, you will work on your VCL application, customize the TDBGrid, and configure your runtime class using RTTI. Going forward, you will build on this foundation and deploy FireMonkey to go cross-platform or even call FireMonkey from a VCL project, and you will fully understand how you can include Delphi on your server. Finally, you will use App Tethering, call Android and iOS SDK classes, and even use the Android TextToSpeech engine to add sounds to your phone! With this learning resource at your side, you will acquire all that a RAD Studio developer needs to know about Delphi in one complete, informative guide. ...
Blender Compositing and Post Processing
Blender Compositing allows you to assemble and enhance an image (or movie). Using Composition nodes, you can glue two pieces of footage together and colorize the whole sequence all at once. You can enhance the colors of a single image or an entire movie clip in a static manner or in a dynamic way that changes over time (as the clip progresses). Blender Compositing and Post Processing enables you to attain a firm grounding in order to arrive at a desired look of the film, with more ease and efficiency. You will also learn how to create and manage compositing flows that are effective and productive in meeting project deadlines. ...
Blender Compositing allows you to assemble and enhance an image (or movie). Using Composition nodes, you can glue two pieces of footage together and colorize the whole sequence all at once. You can enhance the colors of a single image or an entire movie clip in a static manner or in a dynamic way that changes over time (as the clip progresses). Blender Compositing and Post Processing enables you to attain a firm grounding in order to arrive at a desired look of the film, with more ease and efficiency. You will also learn how to create and manage compositing flows that are effective and productive in meeting project deadlines. ...
Reporting with Microsoft SQL Server 2012
Starting with the difference between standard and self- service reporting, this book covers the main features and functionality offered in SQL Server Reporting Services 2012 including a breakdown of the report components, development experience, extensibility, and security. You will also learn to set up and use Power View within Excel and SharePoint and connect to a tabular model as well as a multidimensional model. The book provides real-life reporting scenarios that help to clarify when those scenarios are discussing standard reporting, in which case SSRS is the best choice, and when they are discussing self-service reporting, in which case Power View is the best choice. ...
Starting with the difference between standard and self- service reporting, this book covers the main features and functionality offered in SQL Server Reporting Services 2012 including a breakdown of the report components, development experience, extensibility, and security. You will also learn to set up and use Power View within Excel and SharePoint and connect to a tabular model as well as a multidimensional model. The book provides real-life reporting scenarios that help to clarify when those scenarios are discussing standard reporting, in which case SSRS is the best choice, and when they are discussing self-service reporting, in which case Power View is the best choice. ...
3D Game Development with Microsoft Silverlight 3
Microsoft Silverlight is a programmable web browser plug-in that enables the animation, vector graphics, and audio-video playback features that characterize Rich Internet Applications. Silverlight is a great (and growing) RIA platform and games are the next level to exploit in it. But it doesn't offer 3D capabilities out of the box and integrating a 3D engine can involve lot of complex mathematics and matrix algebra. This book will help C# developers to get their fingers on the pulse of 3D in Silverlight. This book uses Balder, an open source 3D engine offering 3D capabilities for Silverlight 3. It leaves out boring matrix algebra and complex 3D mathematics. By the end of the book you will have explored the entire engine, and will be able to design and program your own 3D games with ease! ...
Microsoft Silverlight is a programmable web browser plug-in that enables the animation, vector graphics, and audio-video playback features that characterize Rich Internet Applications. Silverlight is a great (and growing) RIA platform and games are the next level to exploit in it. But it doesn't offer 3D capabilities out of the box and integrating a 3D engine can involve lot of complex mathematics and matrix algebra. This book will help C# developers to get their fingers on the pulse of 3D in Silverlight. This book uses Balder, an open source 3D engine offering 3D capabilities for Silverlight 3. It leaves out boring matrix algebra and complex 3D mathematics. By the end of the book you will have explored the entire engine, and will be able to design and program your own 3D games with ease! ...