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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...
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition
Python Deep Learning: Exploring deep learning techniques and neural network architectures with PyTorch, Keras, and TensorFlow, 2nd Edition

Learn advanced state-of-the-art deep learning techniques and their applications using popular Python libraries

Key Features

  • Build a strong foundation in neural networks and deep learning with Python libraries
  • Explore advanced deep learning techniques and their applications...
Intelligent Autonomous Systems: Foundations and Applications
Intelligent Autonomous Systems: Foundations and Applications

Intelligent Autonomous Systems (IAS) are the physical embodiment of machine intelligence providing a core concept for integrating various advanced technologies with pattern recognition and learning. The basic philosophy of IAS research is to explore and understand the nature of intelligence in problems of perception, reasoning, learning and...

Python Data Analytics: With Pandas, NumPy, and Matplotlib
Python Data Analytics: With Pandas, NumPy, and Matplotlib
Explore the latest Python tools and techniques to help you tackle the world of data acquisition and analysis. You'll review scientific computing with NumPy, visualization with matplotlib, and machine learning with scikit-learn. 

This revision is fully updated with new content on social media data analysis, image
...
Apache MyFaces 1.2 Web Application Development
Apache MyFaces 1.2 Web Application Development

Hypes and trends (such as Web 2.0) cause a change in the requirements for user interfaces every now and then. While a lot of frameworks are capable of meeting those changing requirements, it often means you as a developer need in-depth knowledge of web standards, such as XHTML and JavaScript. A framework like Apache MyFaces that hides all...

Corporate Restructuring: From Cause Analysis to Execution
Corporate Restructuring: From Cause Analysis to Execution

Corporate Restructuring is a practical approach to rescuing troubled companies and driving underperforming companies to top performance. It combines proven restructuring strategies with rigorous theoretical analysis. This book explains how to set and achieve asset, staffing, sales and profit goals. Topics include diagnostic tools to identify...

CCNP ROUTE 642-902 Official Certification Guide (Exam Certification Guide)
CCNP ROUTE 642-902 Official Certification Guide (Exam Certification Guide)

Master the CCNP® ROUTE 642-902 exam with this official study guide

  • Assess your knowledge with chapter-opening quizzes
  • Review key concepts with Exam Preparation Tasks
  • Practice with realistic exam questions on the CD-ROM

CCNP...

Embedded Software Design and Programming of Multiprocessor System-on-Chip: Simulink and System C Case Studies
Embedded Software Design and Programming of Multiprocessor System-on-Chip: Simulink and System C Case Studies

Current multimedia and telecom applications require complex, heterogeneous multiprocessor system on chip (MPSoC) architectures with specific communication infrastructure in order to achieve the required performance. Heterogeneous MPSoC includes different types of processing units (DSP, microcontroller, ASIP) and different communication...

Microsoft Windows Home Server Unleashed (2nd Edition)
Microsoft Windows Home Server Unleashed (2nd Edition)

This is the most comprehensive, practical, and useful guide to Windows Home Server, including Microsoft’s major updates in PowerPacks 1, 2, and 3. Top Windows expert Paul McFedries brings together tips, techniques, and shortcuts available nowhere else and presents them all in plain English for every Windows Home...

Embedded Microcontroller Interfacing for M CORE Systems
Embedded Microcontroller Interfacing for M CORE Systems

The "M·CORE" family of microprocessors is the latest 32-bit integrated circuit from Motorola designed to be a multi-purpose "micro-controller." The processor architecture has been designed for high performance and cost-sensitive embedded control applications with particular emphasis on reduced power consumption....

Femtocells: Technologies and Deployment
Femtocells: Technologies and Deployment

This book provides an in-depth guide to femtocell technologies

In this book, the authors provide a comprehensive and organized explanation of the femtocell concepts, architecture, air interface technologies, and challenging issues arising from the deployment of femtocells, such as interference, mobility management and...

Neural Networks in Atmospheric Remote Sensing (Artech House Remote Sensing Library)
Neural Networks in Atmospheric Remote Sensing (Artech House Remote Sensing Library)

A neural network refers to interconnecting artificial neurons that mimic the properties of biological neurons to perform sophisticated, intelligent tasks. This authoritative reference offers a comprehensive understanding of the underpinnings and practical applications of artificial neural networks and their use in the retrieval of geophysical...

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