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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...
Computer-Based Numerical & Statistical Techniques (with CD-ROM)(Mathematics)
Computer-Based Numerical & Statistical Techniques (with CD-ROM)(Mathematics)
T he limitations of analytical methods in practical applications have led mathematicians to evolve numerical methods. We know that exact methods often fail in drawing plausible inferences from a given set of tabulated data or in finding roots of transcendental equations or in solving non-linear differential equations.

Even if analytical
...
Flexible Shift Planning in the Service Industry: The Case of Physicians in Hospitals
Flexible Shift Planning in the Service Industry: The Case of Physicians in Hospitals

The book presents new ideas to model and solve the flexible shift planning problem of personnel workers in the service industry. First, a new modeling approach is proposed that requires shifts to be generated implicitly rather than employing a predefined set of shift types like three 8-hour or two 12-hour shifts to cover varying forecast demand....

Internetworking Troubleshooting Handbook (2nd Edition)
Internetworking Troubleshooting Handbook (2nd Edition)
If you can think of the problem, Internetworking Troubleshooting Handbook probably has the solution--at least when it comes to networking problems. This 714-page tome is absolutely phenomenal in scope. Though you may not find in-depth scholarly discussions of networking woes, you will find pragmatic tips that can help you through an...
Active and Programmable Networks for Adaptive Architectures and Services
Active and Programmable Networks for Adaptive Architectures and Services
New applications such as video conferencing, video on demand, multimedia transcoders, Voice-over-IP (VoIP), intrusion detection, distributed collaboration, and intranet security require advanced functionality from networks beyond simple forwarding congestion control techniques. Examples of advanced functionality include self-reconfiguration,...
The Executive Guide to E-mail Correspondence: Including Model Letters for Every Situation
The Executive Guide to E-mail Correspondence: Including Model Letters for Every Situation
Sit down at the keyboard and cinch that deal! Press the send button and get the account!

Writing skills are more important than ever in determining business success. They can make the difference between climbing the corporate ladder and getting stuck on a low rung. An e-mail that's clear, concise, and targeted will get more than just a...

Professional Cross-Platform Mobile Development in C#
Professional Cross-Platform Mobile Development in C#

PEOPLE TAKE UP MOBILE DEVELOPMENT these days for a lot of reasons. For some it is all about learning something new, but for many it comes out of necessity of a job or career. Perhaps you see mobile development as the next big thing, just like client-server development was in the 1990s, or web development became in the 2000s. Maybe...

CSS3 Pushing the Limits
CSS3 Pushing the Limits

Push CSS3 and your design skills to the limit—and beyond!

Representing an evolutionary leap forward for CSS, CSS3 is chock-full of new capabilities that dramatically expand the boundaries of what a styling language can do. But many of those new features remain undocumented, making it difficult to learn what they are...

Work (The Art of Living Series)
Work (The Art of Living Series)

Work is one of the most universal features of human life; virtually everybody spends some part of their life at work. It is often associated with tedium and boredom; in conflict with the things we would otherwise love to do. Thinking of work primarily as a burden - an activity we would rather be without - is a thought that was shared by the...

Channel-Adaptive Technologies and Cross-Layer Designs for Wireless Systems with Multiple Antennas: Theory and Applications
Channel-Adaptive Technologies and Cross-Layer Designs for Wireless Systems with Multiple Antennas: Theory and Applications
Wireless communications is one of the most active areas of research over the
past and the current decades. In fact, the demand for wireless services has been
changing from the regular voice telephony services to mixed voice, data, and
multimedia services over the wireless media. Since the mid-1990s, the wireless
industry has
...
Mobile Commerce Application Development
Mobile Commerce Application Development
The explosive growth in the demand for mobile and wireless products and services, from both businesses and consumers in the recent years, indicates that mobile commerce is starting to take off. As more and more companies begin to realize the compelling value offered by mobile and wireless technologies and start to explore mobile business...
SQL Server 2005 Reporting Essentials
SQL Server 2005 Reporting Essentials

SQL Server 2005 Reporting Services lets you create, manage, and deliver a variety of report types that contain data from relational and multidimensional data sources as well as any data source that has a .NET Framework managed data provider, an OLE DB data provider, or an ODBC provider.

You can create...

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