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Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python
Hands-On Machine Learning for Algorithmic Trading: Design and implement investment strategies based on smart algorithms that learn from data using Python

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras

Key Features

  • Implement machine learning algorithms to build, train, and validate algorithmic models
  • Create your own algorithmic design process to apply...
Practical Node.js: Building Real-World Scalable Web Apps
Practical Node.js: Building Real-World Scalable Web Apps

Learn how to build a wide range of scalable real-world web applications using a professional development toolkit. If you already know the basics of Node.js, now is the time to discover how to bring it to production level by leveraging its vast ecosystem of packages.With this book, you'll work with a varied collection of standards...

Complete Guide to Test Automation: Techniques, Practices, and Patterns for Building and Maintaining Effective Software Projects
Complete Guide to Test Automation: Techniques, Practices, and Patterns for Building and Maintaining Effective Software Projects
Rely on this robust and thorough guide to build and maintain successful test automation. As the software industry shifts from traditional waterfall paradigms into more agile ones, test automation becomes a highly important tool that allows your development teams to deliver software at an ever-increasing pace without compromising...
Enterprise DevOps Framework: Transforming IT Operations
Enterprise DevOps Framework: Transforming IT Operations

Transform your IT organization from one weighed down by set practices to one with a DevOps culture and a cloud-first strategy that is optimized by automation and other lean practices. In this engaging read, you will discover the opportunities, challenges, lessons, and rewards that CA Technologies encountered when making their agile...

How to Compete in the Age of Artificial Intelligence: Implementing a Collaborative Human-Machine Strategy for Your Business
How to Compete in the Age of Artificial Intelligence: Implementing a Collaborative Human-Machine Strategy for Your Business
Get started with artificial intelligence in your business. This book will help you understand AI, its implications, and how to adopt a strategy that is rational, relevant, and practical.

Beyond the buzzwords and the technology complexities, organizations are struggling to understand what AI means for their industry...
Cybersecurity – Attack and Defense Strategies: Infrastructure security with Red Team and Blue Team tactics
Cybersecurity – Attack and Defense Strategies: Infrastructure security with Red Team and Blue Team tactics

Enhance your organization's secure posture by improving your attack and defense strategies

Key Features

  • Gain a clear understanding of the attack methods, and patterns to recognize abnormal behavior within your organization with Blue Team tactics.
  • Learn to unique...
Asset Attack Vectors: Building Effective Vulnerability Management Strategies to Protect Organizations
Asset Attack Vectors: Building Effective Vulnerability Management Strategies to Protect Organizations

Build an effective vulnerability management strategy to protect your organization’s assets, applications, and data.

Today’s network environments are dynamic, requiring multiple defenses to mitigate vulnerabilities and stop data breaches. In the modern enterprise, everything connected to the network is a
...
Startup Cities: Why Only a Few Cities Dominate the Global Startup Scene and What the Rest Should Do About It
Startup Cities: Why Only a Few Cities Dominate the Global Startup Scene and What the Rest Should Do About It
This book offers a comprehensive model for explaining the success and failure of cities in nurturing startups, presents detailed case studies of how participants in that model help or hinder startup activity, and shows how to apply these lessons to boost local startup activity.

Startup Cities explains the...

Hands-On RESTful API Design Patterns and Best Practices: Design, develop, and deploy highly adaptable, scalable, and secure RESTful web APIs
Hands-On RESTful API Design Patterns and Best Practices: Design, develop, and deploy highly adaptable, scalable, and secure RESTful web APIs

Build effective RESTful APIs for enterprise with design patterns and REST framework's out-of-the-box capabilities

Key Features

  • Understand advanced topics such as API gateways, API securities, and cloud
  • Implement patterns programmatically with easy-to-follow...
Beginning PostgreSQL on the Cloud: Simplifying Database as a Service on Cloud Platforms
Beginning PostgreSQL on the Cloud: Simplifying Database as a Service on Cloud Platforms
Get started with PostgreSQL on the cloud and discover the advantages, disadvantages, and limitations of the cloud services from Amazon, Rackspace, Google, and Azure. Once you have chosen your cloud service, you will focus on securing it and developing a back-up strategy for your PostgreSQL instance as part of your long-term plan....
The Pragmatist's Guide to Corporate Lean Strategy: Incorporating Lean Startup and Lean Enterprise Practices in Your Business
The Pragmatist's Guide to Corporate Lean Strategy: Incorporating Lean Startup and Lean Enterprise Practices in Your Business
Use this practical, step-by-step guide on lean agile strategy to harness technological disruption at your large business to successfully advance your business rather than suffer a loss of business. The lean agile enterprise concept is demystified and translated into action as the author shares his experience with both success and major...
Modern Big Data Processing with Hadoop: Expert techniques for architecting end-to-end Big Data solutions to get valuable insights
Modern Big Data Processing with Hadoop: Expert techniques for architecting end-to-end Big Data solutions to get valuable insights

A comprehensive guide to design, build and execute effective Big Data strategies using Hadoop

Key Features

  • Get an in-depth view of the Apache Hadoop ecosystem and an overview of the architectural patterns pertaining to the popular Big Data platform
  • Conquer different data...
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