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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...
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...
Database Benchmarking and Stress Testing: An Evidence-Based Approach to Decisions on Architecture and Technology
Database Benchmarking and Stress Testing: An Evidence-Based Approach to Decisions on Architecture and Technology
Provide evidence-based answers that can be measured and relied upon by your business. Database administrators will be able to make sound architectural decisions in a fast-changing landscape of virtualized servers and container-based solutions based on the empirical method presented in this book for answering “what if”...
IoT, AI, and Blockchain for .NET: Building a Next-Generation Application from the Ground Up
IoT, AI, and Blockchain for .NET: Building a Next-Generation Application from the Ground Up
Create applications using Industry 4.0. Discover how artificial intelligence (AI) and machine learning (ML) capabilities can be enhanced using the Internet of things (IoT) and secured using Blockchain, so your latest app can be not just smarter but also more connected and more secure than ever before. This book covers the latest...
Practical Data Science: A Guide to Building the Technology Stack for Turning Data Lakes into Business Assets
Practical Data Science: A Guide to Building the Technology Stack for Turning Data Lakes into Business Assets
Learn how to build a data science technology stack and perform good data science with repeatable methods. You will learn how to turn data lakes into business assets.

The data science technology stack demonstrated in Practical Data Science is built from components in general use in the industry. Data...
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...
Practical Machine Learning with Python: A Problem-Solver's Guide to Building Real-World Intelligent Systems
Practical Machine Learning with Python: A Problem-Solver's Guide to Building Real-World Intelligent Systems

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner....

Applied Data Science with Python and Jupyter: Use powerful industry-standard tools to unlock new, actionable insights from your data
Applied Data Science with Python and Jupyter: Use powerful industry-standard tools to unlock new, actionable insights from your data

Become the master player of data exploration by creating reproducible data processing pipelines, visualizations, and prediction models for your applications.

Key Features

  • Get up and running with the Jupyter ecosystem and some example datasets
  • Learn about key machine...
Design, Launch, and Scale IoT Services: A Practical Business Approach
Design, Launch, and Scale IoT Services: A Practical Business Approach
The Internet of Things is causing major industry disruption, so companies need to plan and manage their “IoT journey” to maximize all business opportunities. In this book companies can learn how to successfully create, launch and manage Internet of Things services. 

It takes the reader
...
Python Robotics Projects: Build smart and collaborative robots using Python
Python Robotics Projects: Build smart and collaborative robots using Python

Leverage the power of Python to build DIY robotic projects

Key Features

  • Design, build, and stimulate collaborative robots
  • Build high-end robotics projects such as a customized personal Jarvis
  • Leverage the power of Python and ROS for DIY robotic...
Hands-On Blockchain with Hyperledger: Building decentralized applications with Hyperledger Fabric and Composer
Hands-On Blockchain with Hyperledger: Building decentralized applications with Hyperledger Fabric and Composer

Leverage the power of Hyperledger Fabric to develop Blockchain-based distributed ledgers with ease

Key Features

  • Write your own chaincode/smart contracts using Golang on hyperledger network
  • Build and deploy decentralized applications (DApps)
  • Dive into real...
Building Smart Drones with ESP8266 and Arduino: Build exciting drones by leveraging the capabilities of Arduino and ESP8266
Building Smart Drones with ESP8266 and Arduino: Build exciting drones by leveraging the capabilities of Arduino and ESP8266

Leverage the WiFi chip to build exciting Quadcopters

Key Features

  • Learn to create a fully functional Drone with Arduino and ESP8266 and their modified versions of hardware.
  • Enhance your drone's functionalities by implementing smart features.
  • A...
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