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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...
Thermal Design of Electronic Equipment (Electronics Handbook Series)
Thermal Design of Electronic Equipment (Electronics Handbook Series)

In a field where change and growth is inevitable, new electronic packaging problems continually arise. Smaller, more powerful devices are prone to overheating, causing intermittent system failures, corrupted signals, lower MTBF, and outright system failure. Since convection cooling is the heat transfer path most engineers take to deal with...

Modern Signal Processing (Mathematical Sciences Research Institute Publications)
Modern Signal Processing (Mathematical Sciences Research Institute Publications)

The mathematical basis of signal processing and its many areas of application is the subject of this book. Based on a series of graduate-level lectures held at the Mathematical Sciences Research Institute, the volume emphasizes current challenges, new techniques adapted to new technologies, and certain recent advances in algorithms and...

Compression for Multimedia
Compression for Multimedia

Providing a thorough theoretical understanding of lossy compression techniques for image, video, speech, and audio compression, this book also covers the key features of each system, as well as practical applications, implementation issues, and design trade-offs. It presents comparisons of multimedia standards in terms of achieving known...

The Principles of Project Management (SitePoint: Project Management)
The Principles of Project Management (SitePoint: Project Management)

The Principles of Project Management lays out clear steps that anyone can follow to get projects done right, and delivered on time.

This full color book covers:

Why Project Management is important The 6 fundamental truths of project management Getting started: Discovering, Initiating, Planning
...
Dictionary of Video & Television Technology (Demystifying Technology Series)
Dictionary of Video & Television Technology (Demystifying Technology Series)

This up-to-date reference is the most complete dictionary covering this fast-paced field. It contains virtually all the terminology commonly used in modern global video and television technology, with thorough definitions aimed at the engineering level. It covers all international video standards, digital and analog video signals, data...

Adaptive Digital Filters (Signal Processing and Communications)
Adaptive Digital Filters (Signal Processing and Communications)

This text emphasizes the intricate relationship between adaptive filtering and signal analysis - highlighting stochastic processes, signal representations and properties, analytical tools, and implementation methods. This second edition includes new chapters on adaptive techniques in communications and rotation-based algorithms. It provides...

Server-side GPS and Assisted-GPS in Java (Artech House Gnss Technologies and Applications)
Server-side GPS and Assisted-GPS in Java (Artech House Gnss Technologies and Applications)

Assisted-GNSS is an interesting field to work in at present. Demand for accurate location is increasing and new satellites and signals are coming online through the GPS modernization program and the emergence of new GNSSs.

This book is a practical exploration of A-GNSS with particular focus on A-GPS. It provides some theoretical...

Navigation Signal Processing for GNSS Software Receivers (Gnss Technology and Applications)
Navigation Signal Processing for GNSS Software Receivers (Gnss Technology and Applications)

The continuous developments of software-defined radio technology resulted in the appearance of the first real-time GPS software radios at the beginning of this century. For the first time, it was possible to realize a complete GNSS receiver without going into the depths of cumbersome hardware development that requires development or...

MPEG Handbook
MPEG Handbook

A complete professional `bible' on all aspects of audio and video compression using MPEG technology. The MPEG Handbook is both a theoretical and practical treatment of the subject. Fundamental knowledge is provided alongside practical guidance eg how to avoid quality loss or the creation of MPEG elementary streams and their multiplexing...

An Experimental Approach to CDMA and Interference Mitigation: From System Architecture to Hardware Testing through VLSI Design
An Experimental Approach to CDMA and Interference Mitigation: From System Architecture to Hardware Testing through VLSI Design

The key of a successful approach to the complex issue of designing wireless terminals for present and future communication systems (usually addressed to as '3rd Generation and beyond') lies in a single 'magic' word: multidisciplinarity. This was actually the philosophy which inspired and drove a fruitful teamwork performed at...

Introduction To Digital Signal Processing: Computer Musically Speaking
Introduction To Digital Signal Processing: Computer Musically Speaking

This book offers an introduction to digital signal processing (DSP) with an emphasis on audio signals and computer music. It covers the mathematical foundations of DSP, important DSP theories including sampling, LTI systems, the z-transform, FIR/IIR filters, classic sound synthesis algorithms, various digital effects, topics in time and...

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