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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...
Multimedia Semantics: Metadata, Analysis and Interaction
Multimedia Semantics: Metadata, Analysis and Interaction
Digital multimedia items can be found on most electronic equipment ranging from mobile phones and portable audiovisual devices to desktop computers. Users are able to acquire, create, store, send, edit, browse, and render through such content at an increasingly fast rate. While it becomes easier to generate and store data, it also...
Renewable and Efficient Electric Power Systems
Renewable and Efficient Electric Power Systems
Engineering for sustainability is an emerging theme for the twenty-first century, and the need for more environmentally benign electric power systems is a critical part of this new thrust. Renewable energy systems that take advantage of energy sources that won’t diminish over time and are independent of fluctuations in...
Urban Ecology: An International Perspective on the Interaction Between Humans and Nature
Urban Ecology: An International Perspective on the Interaction Between Humans and Nature
Urban Ecology is the study of ecosystems that include humans living in cities and urbanizing landscapes. It is an emerging, interdisciplinary field that aims to understand how human and ecological processes can coexist in human-dominated systems and help societies with their efforts to become more sustainable. It has deep roots in...
LTE, LTE-Advanced and WiMAX: Towards IMT-Advanced Networks
LTE, LTE-Advanced and WiMAX: Towards IMT-Advanced Networks

A concise introduction to IMT-Advanced Systems, including LTE-Advanced and WiMAX

There exists a strong demand for fully extending emerging Internet services, including collaborative applications and social networking, to the mobile and wireless domain. Delivering such services can be possible only through realizing broadband...

Electric Power Research Trends
Electric Power Research Trends
The world is becoming increasingly electrified. For the foreseeable future, coal will continue to be the dominant fuel used for electric power production. The low cost and abundance of coal is one of the primary reasons for this. Electric power transmission, a process in the delivery of electricity to consumers, is the bulk...
Recommender Systems for the Social Web (Intelligent Systems Reference Library, Vol. 32)
Recommender Systems for the Social Web (Intelligent Systems Reference Library, Vol. 32)
The emergence and deployment of new digital communication technologies (3G mobile networks, digital television, xDSL, home automation networks, etc.) has led to a gradual increase in speed while a steady decline in prices at Internet connections. Moreover, since much longer ago, the continuing advances in electronic technology...
Complex Networks: Second International Workshop, CompleNet 2010, Rio de Janeiro, Brazil, October 13-15, 2010
Complex Networks: Second International Workshop, CompleNet 2010, Rio de Janeiro, Brazil, October 13-15, 2010
The International Workshop on Complex Networks—CompleNet (www.complenet.org)—was initially proposed in 2008 with the first workshop taking place in 2009. The initiative was the result of efforts from researchers from the Bio-Complex Laboratory in the Department of Computer Sciences at Florida Institute of...
Digital Video Broadcasting: Technology, Standards, and Regulations
Digital Video Broadcasting: Technology, Standards, and Regulations
Many books and articles on the transition of television from analog to digital transmission have been published in recent years. This transition is still in its infancy, but it will inevitably take place in the years to come. Due to digitization, the existing barriers between audio, video, and data generation and transmission...
Crystallization Process Systems
Crystallization Process Systems

Crystallization from solution is a core technology in major sectors of the chemical process and allied industries. Crystals are produced in varying sizes ranging from as small as a few tens of nanometers to several millimetres or more, both as discrete particles and as structured agglomerates. Well- established examples include bulk...

Drinking Water and Infectious Disease: Establishing the Links
Drinking Water and Infectious Disease: Establishing the Links

There still exists considerable uncertainty in many countries about the contribution of drinking water to sporadic cases of disease. The Organization for Economic Cooperation and Development (OECD), in cooperation with the World Health Organization (WHO), led the Workshop on Molecular Technologies for Safe Drinking Water in 1998 to address...

Windows Small Business Server 2011 Administrator's Companion
Windows Small Business Server 2011 Administrator's Companion

If you run a small business, you don’t need us to tell you that the highly competitive marketplace, unpredictable economic cycles, time pressures, and technological demands are constantly exerting pressure on your bottom line.

Your business needs the same technologies that large companies do. You need the...

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