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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...
Synthetic Multivalent Molecules: Concepts and Biomedical Applications
Synthetic Multivalent Molecules: Concepts and Biomedical Applications
This book presents basic and advanced principles underlying the multivalent interactions that are prevalent in biological systems. To illustrate important or complex concepts, the book provides up-to-date examples of synthetic multivalent molecules, their design, and their biological benefits. Functional roles displayed by such...
Recent Developments in Alcoholism : Alcohol Problems in Adolescents and Young Adults. Epidemiology. Neurobiology. Prevention. Treatment (Recent Developments in Alcoholism)
Recent Developments in Alcoholism : Alcohol Problems in Adolescents and Young Adults. Epidemiology. Neurobiology. Prevention. Treatment (Recent Developments in Alcoholism)
Even after stepping through the doorway into the 21st century, alcoholism remains a major contributor to the excess morbidity and mortality experienced by Americans. No where is this unmet need more dramatic than its impact on adolescents.

In this edition, the authors cover the wide spectrum of epidemiologic,
...
Quantitative MRI of the Brain: Measuring Changes Caused by Disease
Quantitative MRI of the Brain: Measuring Changes Caused by Disease

This book was conceived one balmy March evening on the banks of the river Brisbane, in Queensland, Australia, where I had just arrived for a sabbatical, and it became clear that the traditions of measurement science and MRI should meet. The notion of a guide, a cook-book, for quantitative MRI (qMR) techniques took seed, and attained its own...

DNA Repair in Cancer Therapy (Cancer Drug Discovery and Development)
DNA Repair in Cancer Therapy (Cancer Drug Discovery and Development)
The field of DNA repair has been the subject of increasing interest at both the genetic and biochemical levels, leading to impressive progress in this area. DNA repair and its associated regulatory mechanisms lie at the heart of almost every fundamental aspect of cell biology, including transcription, cell cycle, apoptosis, and...
Biofuels for Transport: An International Perspective
Biofuels for Transport: An International Perspective
The IEA last published a book on biofuels in 1994 (Biofuels). Many developments have occurred in the past decade, though policy objectives remain similar: improving energy security and curbing greenhouse gas emissions are, perhaps more than ever, important priorities for IEA countries. And, more than ever, transportation energy...
ITIL Service Design 2011 Edition
ITIL Service Design 2011 Edition

The ITIL 2011 Editions have been updated for clarity, consistency, correctness and completeness. In order to meet current and future business requirements, ITIL Service Design provides guidance on the production and maintenance of IT policies, architectures and documents for the design of appropriate and innovative IT infrastructure services...

Services Marketing: Managing the Service Value Chain
Services Marketing: Managing the Service Value Chain
zIn both business and practice, services have become the most discussed goods category. Today, many services markets are extremely dynamic, for several reasons. The banking and airlines industries are heavily affected by the movement towards globalisation, for example. A second group of service industries are being liberalised,...
Elgg 1.8 Social Networking
Elgg 1.8 Social Networking
Elgg is a web application for social networking. It has all the features you would expect from a social web application. It has blogging, file sharing, social bookmarking, microblogging, activity streams, groups, "friending", user profiles, and the list goes on. However, Elgg is more than just a web application. It can also be used...
Cooperative Communications and Networking: Technologies and System Design
Cooperative Communications and Networking: Technologies and System Design
Over the past years, there has been a considerable research activity in the field of wireless cooperative communications and networking. By now, this field has reached a mature level and there is a definite need to organize research results and present them in a unified manner. This is precisely the objective and strength of...
Thermodynamics of Biochemical Reactions
Thermodynamics of Biochemical Reactions
This book is about the thermodynamics of enzyme-catalyzed reactions that make up the metabolism of living organisms. It is not an introductory text, but the fundamental principles of thermodynamics are reviewed. The reader does need some background in thermodynamics, such as that provided by a first course in physical...
Writing for Digital Media
Writing for Digital Media
In the digital age, we are all consumers and producers, readers and publishers alike. The Internet has made it possible for anyone to publish his or her writing online almost instantaneously for all the world to read.

The evolution of digital media has introduced both unprecedented challenges and opportunities for
...
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