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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...
Exim: The Mail Transfer Agent
Exim: The Mail Transfer Agent
Back in 1995, the central computing services at Cambridge University were running a variety of mail transfer agents, including Sendmail, Smail 3, and PP. Some years before, I had converted the systems whose mail I managed from Sendmail to Smail to make it easier to handle the special requir ements of the early 1990s...
QoS Measurement and Evaluation of Telecommunications Quality of Service
QoS Measurement and Evaluation of Telecommunications Quality of Service
Most people know that quality of service (QoS) in telecommunications has grown in importance over the past decade. This is thanks to the new competitive environment which has followed as a direct result of privatization and de-regulation, forcing companies to increase the quality of their networks and services. Yet QoS means...
Making Sense of Data III: A Practical Guide to Designing Interactive Data Visualizations
Making Sense of Data III: A Practical Guide to Designing Interactive Data Visualizations

Focuses on insights, approaches, and techniques that are essential to designing interactive graphics and visualizations

Making Sense of Data III: A Practical Guide to Designing Interactive Data Visualizations explores a diverse range of disciplines to explain how meaning from graphical representations is extracted. Additionally,...

Systems Analysis and Design for Advanced Modeling Methods: Best Practices (Advances in Database Research)
Systems Analysis and Design for Advanced Modeling Methods: Best Practices (Advances in Database Research)
Systems analysis and design (SAND) is an evolving field that still represents the point where business and technology intersects. As discussed in (Bajaj, Batra, Hevner, Parsons, & Siau, 2005), SAND represents the core of management information systems (MIS) curricula but is underrepresented in the area of MIS research. The...
Web Page Recommendation Models: Theory and Algorithms (Synthesis Lectures on Data Management)
Web Page Recommendation Models: Theory and Algorithms (Synthesis Lectures on Data Management)

One of the application areas of data mining is the World Wide Web (WWW or Web), which serves as a huge, widely distributed, global information service for every kind of information such as news, advertisements, consumer information, financial management, education, government, e-commerce, health services, and many other information services....

Advances in Multimedia Information Processing - PCM 2005: 6th Pacific Rim Conference on Multimedia, Jeju Island, Korea, November 11-13, 2005
Advances in Multimedia Information Processing - PCM 2005: 6th Pacific Rim Conference on Multimedia, Jeju Island, Korea, November 11-13, 2005
We are delighted to welcome readers to the proceedings of the 6th Pacific-Rim Conference on Multimedia (PCM). The first PCM was held in Sydney, Australia, in 2000. Since then, it has been hosted successfully by Beijing, China, in 2001, Hsinchu, Taiwan, in 2002, Singapore in 2003, and Tokyo, Japan, in 2004, and finally Jeju, one...
Recent Advances in Parallel Virtual Machine and Message Passing Interface
Recent Advances in Parallel Virtual Machine and Message Passing Interface
Thirteen years after the publication of the first MPI (message passing interface) specification and 17 years after the first published paper on PVM(parallel virtual machine), MPI and PVM have emerged as standard programming environments and continue to be the development environment of choice for a large variety of...
Communicating Systems & Networks: Traffic & Performance (Innovative Technology Series)
Communicating Systems & Networks: Traffic & Performance (Innovative Technology Series)

This book originates from the desire to perpetuate expertise in the field of performance evaluation, particularly for telecommunication systems and networks. It is obviously impossible to translate into a single work all the facets of an activity which encompasses many systems and a great variety of domains such as standardization,...

Architecture-Based Design of Multi-Agent Systems
Architecture-Based Design of Multi-Agent Systems

One of the most important things an architect can do is reflection. That is, examine systems, organizations, people and ask “What alternatives were considered and why was that particular decision made?” Thinking about the response gives an architect insight into the motivations and decision processes that others have used...

Structural Failure Models for Fault-Tolerant Distributed Computing (Software Engineering Research)
Structural Failure Models for Fault-Tolerant Distributed Computing (Software Engineering Research)

Despite means of fault prevention such as extensive testing or formal verification, errors inevitably occur during system operation. To avoid subsequent system failures, critical distributed systems, therefore, require engineering of means for fault tolerance. Achieving fault tolerance requires some redundancy, which, unfortunately,...

Application Theory of Petri Nets: 32nd International Conference, PETRI NETS 2011, Newcastle, UK, June 20-24, 2011
Application Theory of Petri Nets: 32nd International Conference, PETRI NETS 2011, Newcastle, UK, June 20-24, 2011

This volume constitutes the proceedings of the 32nd International Conference on Applications and Theory of Petri Nets and Other Models of Concurrency (PETRI NETS 2011). The Petri Net conferences serve as annual meeting places to discuss the progress in the field of Petri nets and related models of concurrency. They provide a forum for...

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