Bücher veröffentlicht von Packt Publishing Limited

Generative Adversarial Networks have opened up many new possibilities in the machine learning domain. This book is all you need to implement different types of GANs using TensorFlow and Keras, in order to provide optimized and efficient deep learning solutions.

Shell scripting is one of the most common and powerful ways to automate tasks in a Linux / Unix environment. With the help of real-world exercises, you will learn to leave the GUI behind, automate tasks, and unlock the true power of Bash.

This book shows how to build intelligent applications to solve business needs. Several paradigms of AI are covered, including deep learning, natural language processing, planning, and logic programming. Each project is developed with a business goal in mind and care is taken to address deployment and evaluation issues. Dr. Joshua Eckroth ...

The book will allow readers to implement smart solutions to their existing cybersecurity products and effectively build intelligent solutions which cater to the needs of the future. By the end of this book, you will be able to build, apply, and evaluate machine learning algorithms to identify various cybersecurity potential threats.

Apache Superset is a modern, open source, enterprise-ready Business Intelligence web application. This book will teach you how Superset integrates with popular databases like Postgres, Google BigQuery, Snowflake, and MySQL. You will learn to create real time data visualizations and dashboards on modern web browsers for your organization.

This book will help you build intelligent mobile applications for Android and iOS using machine learning. In the process, you will use popular machine learning toolkits such as TensorFlow Lite, Core ML, ML Kit and Fritz to build and deploy state-of-the-art machine learning models for mobile devices.

This Learning Path takes you on a journey in the world of robotics and teaches you all that you can achieve with Raspberry Pi and Python - from building a movie recommendations system to creating your own self-driven robotic vehicle.

Explore and understand data with the powerful data visualization techniques of Tableau, and then communicate insights in powerful ways

This book demonstrates techniques to leverage the power of Python, OpenCV, and TensorFlow to solve problems in Computer Vision. This book also shows you how to build an application that can estimate human poses within images. You will also classify images and identify humans in videos, and then develop your own handwritten digit classifier.

Data Analysis with Python offers you an exciting new approach to data analysis that lets you work with the latest and most powerful Python tools, techniques, and open source libraries. Industry expert David Taieb shows you how to bridge data science and the power of programming and algorithms in Python, so you can work with complex algorithms, ...

Blockchain technology is giving birth to new business models, inspiring communities to build economies on a decentralized network. This book will be your practical guide to get you up and running with concepts of building your very own Blockchain network. You will get a thorough understanding of how a decentralized network is built and deployed.

From the bash shell to the traditional UNIX programs, and from redirection and pipes to automating tasks, Command Line Fundamentals teaches you all you need to know about how command lines work.

Serverless Architectures with AWS teaches you how to build serverless applications on AWS-applications that do not require the developer to provision, scale, or manage any servers. Using an event-driven approach and AWS Lambda as the primary service, the book explains the many benefits of serverless architectures. By the end of the book, you ...

Mastering OpenCV, now in its third edition, targets computer vision engineers taking their first steps toward mastering OpenCV. Keeping the mathematical formulations to a solid but bare minimum, the book delivers complete projects from ideation to running code, targeting current hot topics in computer vision such as face recognition, landmark ...

Odoo 12 Development Essentials is a fast-paced guide, exploring all the new features that Odoo 12 offers to build and customize business applications. This will help you to develop your skills to build highly complex, more performant business applications in every domain you choose.

Hands-On Enterprise Application Development with Python explains how Python has matured to become a suitable programming language to build robust applications that scale easily to manage the requirements of the enterprise. The book will explore features of Python 3.7, tested frameworks and tools and best programming practices for developing ...

Python is the language of choice for millions of developers worldwide, due to its gentle learning curve as well as its vast applications in day-to-day programming. It serves the purpose of building great web services in the RESTful architecture. This second edition will show you the best tools you can use to build your own web services.

Machine Learning with Apache Spark provides a hands-on introduction to Big Data and Advanced Analytics. In a world driven by mass data creation and consumption, this book combines the latest scalable technologies with advanced analytical algorithms using real-world use-cases in order to derive actionable insights from Big Data in real-time.

This book will teach you all the processes you need to build a predictive analytics solution: understanding the problem, preparing datasets, exploring relationships, model building, tuning, evaluation, and deployment. You'll earn to use Python and its data analytics ecosystem to implement the main techniques used in real-world projects.

Swift is continuing to gain traction not only amongst mobile developers but also as a server-side language. This book demonstrates how to apply design patterns and best practices in real-life situations, for new or already existing projects. By the end of the book, you'll able to build applications that are scalable, faster and easier to maintain.

Learn how to use Apache Kafka for efficient processing of distributed applications. This book focuses on programming rather than configuration management of Kafka clusters or Dev Ops. Each chapter focuses on a practical aspect and tries to avoid the tedious theoretical sections. By the end of this book, you will be familiar with solving ...

JavaScript has evolved into a language that you can use on any platform. The Modern JavaScript Web Development Cookbook is a perfect blend of solutions for traditional JavaScript development and modern areas that developers have recently been exploring with JavaScript. This problem solving guide teaches you popular problems solving techniques ...

Type-Driven Development is an approach to programming that uses a static type system to achieve desirable attributes such as safety and efficiency. This book will cover Type-Driven Development and how to put the type system to use to check that your code is logically consistent.

Julia offers a unique combination of performance and productivity and promises to change scientific computing as well as generic programming. It has C-like execution speed with excellent applications in multi-core, GPU, and cloud computing. Julia Programming Projects explains all this with the support of Julia v1.0.

System Center Data Protection Manager (SCDPM) is a robust enterprise backup and recovery system that contributes to your BCDR strategy by facilitating the backup and recovery of enterprise data. This book contains recipes that will help you upgrade to the latest SCDPM release and it covers the advanced features and functionalities.

Jira is an issue tracker and project management system. With their latest release, the Jira team has now expanded their user base to agile teams as well as business teams. This book provides a comprehensive explanation covering all major components of Jira, including Jira Software, Jira Core, and Jira Service Desk.

This book will take you on a journey of refactoring existing code to adopt dependency injection using the various methods available in Go. You will gain knowledge of how and when to best leverage each technique to transform code into something simple and flexible.

QGIS 3.4 is a user-friendly open source geographic information system (GIS) that runs on Linux, Unix, Mac OS X, and Windows. The book will take you on a journey from firing up QGIS for the first time to developing your own processing pathway. We'll look at the fundamentals of GIS: data creation, data display, creating maps and spatial analysis.

GPUs are designed for maximum throughput, but are subject to low-level subtleties. In contrast, Python is a high-level language that favours ease of use over speed. In this book, we will combine the power of both Python and CUDA to help you create high performing Python applications by using open-source libraries such as PyCUDA and SciKit-CUDA.