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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...
C# 7 and .NET Core 2.0 Blueprints: Build effective applications that meet modern software requirements
C# 7 and .NET Core 2.0 Blueprints: Build effective applications that meet modern software requirements

Leverage the features of C# 7 and .NET core 2.0 to build real-world .NET core applications

Key Features

  • See how to incorporate Entity Framework Core to build ASP .NET core MVC application
  • Get hands-on SignalR and NuGet packages
  • Work with Reactive...
Bioinformatics with Python Cookbook: Learn how to use modern Python bioinformatics libraries and applications to do cutting-edge research in computational biology, 2nd Edition
Bioinformatics with Python Cookbook: Learn how to use modern Python bioinformatics libraries and applications to do cutting-edge research in computational biology, 2nd Edition

Discover modern, next-generation sequencing libraries from Python ecosystem to analyze large amounts of biological data

Key Features

  • Perform complex bioinformatics analysis using the most important Python libraries and applications
  • Implement next-generation sequencing,...
UX Fundamentals for Non-UX Professionals: User Experience Principles for Managers, Writers, Designers, and Developers
UX Fundamentals for Non-UX Professionals: User Experience Principles for Managers, Writers, Designers, and Developers
What can a WWII-era tank teach us about design? What does a small, blue flower tell us about audiences? What do drunk, French marathon-runners show us about software? In 40+ chapters and stories, you will learn the ways in which UX has influenced history and vice versa, and how it continues to change our daily lives. ...
UX Optimization: Combining Behavioral UX and Usability Testing Data to Optimize Websites
UX Optimization: Combining Behavioral UX and Usability Testing Data to Optimize Websites
Combine two typically separate sources of data?behavioral quantitative data and usability testing qualitative data?into a powerful single tool that helps improve your organization’s website by increasing conversion and ROI. The combination of the what is happening data of website activity, coupled with the...
Complex Enterprise Architecture: A New Adaptive Systems Approach
Complex Enterprise Architecture: A New Adaptive Systems Approach
Implement successful and cost-effective enterprise architecture projects. This book provides a new approach to developing enterprise architecture based on the idea of emergent behaviors?where instead of micromanaging system implementation, the enterprise architecture effort establishes clear goals and leaves the details to the...
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 Bug Hunting for Penetration Testers: A practical guide to help ethical hackers discover web application security flaws
Hands-On Bug Hunting for Penetration Testers: A practical guide to help ethical hackers discover web application security flaws

Detailed walkthroughs of how to discover, test, and document common web application vulnerabilities.

Key Features

  • Learn how to test for common bugs
  • Discover tools and methods for hacking ethically
  • Practice working through pentesting engagements...
Mastering 3D Printing in the Classroom, Library, and Lab (Technology in Action)
Mastering 3D Printing in the Classroom, Library, and Lab (Technology in Action)
Learn how to manage and integrate the technology of 3D printers in the classroom, library, and lab. With this book, the authors give practical, lessons-learned advice about the nuts and bolts of what happens when you mix 3D printers, teachers, students, and the general public in environments ranging from K-12 and university classrooms...
Deep Learning for Natural Language Processing: Creating Neural Networks with Python
Deep Learning for Natural Language Processing: Creating Neural Networks with Python
Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory networks, and sequence-2-sequence models.

You’ll start by covering the mathematical prerequisites...
Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness
Veracity of Big Data: Machine Learning and Other Approaches to Verifying Truthfulness
Examine the problem of maintaining the quality of big data and discover novel solutions. You will learn the four V’s of big data, including veracity, and study the problem from various angles. The solutions discussed are drawn from diverse areas of engineering and math, including machine learning, statistics, formal methods, and...
Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python, 2nd Edition
Deep Learning with TensorFlow: Explore neural networks and build intelligent systems with Python, 2nd Edition

Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of TensorFlow.

Key Features

  • Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow
  • Explore deep neural...
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