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This book will take you on a journey from an idea ("buy bullish stocks, sell bearish ones") to becoming part of the elite club of long/short algorithmic traders. Along the way, we will explore several key concepts, such as trading edge, frequency, signal processing, trading psychology, capital efficiency, risk management, and asset allocation, ...
Machine learning engineering is an in-demand skill set, and it can be difficult to find a helpful guide on the topic. This book will help you solve business problems by addressing the pain points in creating standardized pipelines for taking proof-of-concept ML models to production and producing trustworthy results.
The book provides a one-stop solution for getting into data science with Python and teaches how to extract insights from data.
This book focuses on the next steps after creating a Tableau dashboard by teaching you how to publish it to Tableau Server and how to quickly and easily access required content on the server. You will learn to manage, modify, and share content by maximizing Tableau Server's features as well as explore best practices to optimize workbook performance.
This hands-on guide to Unity is for new and existing Unity users who want to get the most out of the Unity engine, create scripts using C#, delve into graphics, sound, and animations and manipulate physics to create interesting mechanics for games. You'll be able to practically apply the knowledge you've gained to a real-world game.
Learn, understand, and apply people-, process-, and technology-related practices to make OpenShift and DevOps adoption a success within your organization.
Penetration Testing Azure for Ethical Hackers provides in-depth explanations of common security issues in Azure environments and tutorials on how to set up a pentesting lab and execute attacks on Azure assets. It will help you gain a deeper understanding of how Azure environments are configured, and more importantly, how they can be misconfigured.
This book provides practical guidelines for architects and developers to identify potential pitfalls that they should avoid while building microservices for enterprise-grade applications. You'll also cover a set of alternative patterns and practices to implement while designing microservices.
Shopify Theme Customization with Liquid provides you with practical knowledge for developing and designing high-class professional eCommerce stores with customized themes using Liquid. With a meticulously crafted real-world project, this book will be your indispensable guide to using the powerful features of Shopify and Liquid.
Feature Management with LaunchDarkly explores in detail the ways in which LaunchDarkly can be used to safely and easily change production systems to turn features on and off, help with infrastructure migrations, reduce costs, and even help to gain insights from your users through experimentation and testing in production.
The Ballerina programming language was created for the modern needs of developers where microservices and cloud native development techniques have become ubiquitous. This book explains the cloud native concepts, methodologies, and design patterns in a practical way, while helping you implement business use cases on the cloud.
Adobe Captivate Prime is an enterprise LMS platform that enables you to deliver world-class e-learning solutions. This book helps you unlock the full potential of this platform to help you publish content online, ensure that the right student accesses the content, track student progress, and evaluate the course's effectiveness and ROI.
Redux Made Easy with Rematch is a hands-on guide to implementing associated methodologies that will help you get up and running with Rematch in no time. With this book, you'll get well-versed with the basics of Redux and Rematch and understand how they work.
Microsoft Logic Apps are new and powerful tools for bulk data processing and systems integration that help you harness data manipulation through visual flowcharts. This book will enable you to integrate old and new systems seamlessly for back-office operations, and also create management reports to analyze the health of your logic.
This book takes you through a systematic study of every aspect involved in improving the performance of your programs. It provides you with solutions to a range of performance-related troubleshooting scenarios and equips you with the knowledge and tools necessary for writing efficient programs while building performance-intensive applications.
Red Hat Enterprise Linux 8 is the standard for enterprise Linux used from datacenters to the cloud by companies around the world. Complete with self-assessment questions, tips, and mock exams with detailed solutions, this book will help you to prepare for the Red Hat Certified System Administrator (RHCSA 8) certification exam that validates your system administration skills.
Discover the roadblocks you may face in data engineering and keep up with the latest trends such as Delta Lake. This book will help you learn how to build data pipelines that can auto-adjust to changes. Using practical examples, you will implement a solid data engineering platform that will streamline data science, ML, and AI tasks.
This book is a practical guide for Delphi developers to enhance their skills and get a grip of the new features of Delphi to build cross-platform applications with one codebase. You'll learn to utilize LiveBindings, the FireMonkey framework, and server technologies to improve productivity as a modern programmer.
Practical Cloud-Native Development with MicroProfile is packed with real-world best practices for developers and architects looking to build cloud-native applications using MicroProfile. This book will help you develop robust apps with ease, enabling you to create better and more performant state-of-the-art cloud-native applications.
Essential PySpark for Scalable Data Analytics is an introduction for anyone new to the distributed computing model. You'll learn to unlock the analytics world by building end-to-end data processing pipelines, starting with data ingestion, cleansing, and integration, through to data visualization and building and operationalizing predictive models.
Effortless Cloud-Native App Development Using Skaffold helps you understand concepts like hot reloading for applications running on Kubernetes. You'll learn to automate your inner development loop to be able to ship your applications faster, and develop a solid understanding of various features of Skaffold, its workflow, and architecture.
Python for Geeks helps you enhance your Python skills so you can build large-scale projects using modular techniques. The libraries and tricks discussed with practical code examples and case studies make it easy for you to develop scalable, high-performance, and resource-efficient applications for individual machines, clusters, and the cloud.
Power Query provides an easy-to-use GUI that allows you to achieve powerful data transformations within the M programming language. This book will show you how easy it is to learn the M language and its many AI-powered functions for auto-generating M code. It will also prepare you to use complex M functions.
Security is a core component of any well-architected cloud environment and Azure is no different in this regard. With this book, you will learn how to implement multi-layered security controls to protect against rapidly evolving threats to Azure environments and prepare to take the AZ-500 exam to validate your Azure security knowledge.
This book on marketing analytics with Python will quickly get you up and running using practical data science and machine learning to improve your approach to marketing. You'll learn how to analyze sales, understand customer data, predict outcomes, and present conclusions with clear visualizations.
Affinity Designer is a powerhouse design and illustration application popular for its speed and smooth interface. With this hands-on, easy-to-follow guide, you'll build a solid foundation in Affinity Designer and a base for in-depth exploration, while also gaining the confidence and knowledge to add Affinity Designer to your creative toolset.
The book shows you how to view data from multiple perspectives, including data frame and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations. You will learn to manipulate data and get them down to a form that can be useful for making the right decisions.
This book provides an architectural overview of DevOps, AIOps, and DevSecOps - three domains that drive and accelerate digital transformation. It shows architects and consultants how to design, implement, and integrate DevOps in the enterprise architecture, while keeping Ops on board and remaining resilient.
MS Azure Stack Hub broadens Azure to let you run apps in an on-premise environment and deliver Azure services in your data center. Azure Stack Hub Demystified will help you learn everything you need to know about Azure Stack Hub, along with covering tips and techniques to help you pass the AZ-600 exam.
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