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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...
Machine Learning and Robot Perception (Studies in Computational Intelligence)
Machine Learning and Robot Perception (Studies in Computational Intelligence)
This book presents some of the most recent research results in the area of machine learning and robot perception. The book contains eight chapters.

Relevant progress has been done, within the Robotics field, in mechanical systems, actuators, control and planning. This fact, allows a wide application of industrial robots, where
...
Data Mining with R: Learning with Case Studies
Data Mining with R: Learning with Case Studies

The versatile capabilities and large set of add-on packages make R an excellent alternative to many existing and often expensive data mining tools. Exploring this area from the perspective of a practitioner, Data Mining with R: Learning with Case Studies uses practical examples to illustrate the power of R and data...

Windows Phone 7 For Dummies (Lifestyles Paperback)
Windows Phone 7 For Dummies (Lifestyles Paperback)

Windows Phone 7 is a revolutionary cellular operating system that sets a new standard for convenience and productivity. It can integrate with your personal and work computers more than any other phone currently on the market. Plus, it runs a great variety of mobile applications and is great with games, music, and video.

...

Lectures in Game Theory for Computer Scientists
Lectures in Game Theory for Computer Scientists

Game playing is a powerful metaphor that fits many situations where interaction between autonomous agents plays a central role. Numerous tasks in computer science, such as design, synthesis, verification, testing, query evaluation, planning, etc. can be formulated in game-theoretic terms. Viewing them abstractly as games reveals the...

Smashing jQuery (Smashing Magazine Book Series)
Smashing jQuery (Smashing Magazine Book Series)

jQuery has become a part of my everyday routine in Web design and development, so when Wiley approached me about writing a book on jQuery, I was thrilled. jQuery has opened up a world of possibility for Web design. Th rough this book, I hope to show others how using jQuery can really speed up your development time and allow you to write...

Essential SQLAlchemy
Essential SQLAlchemy

If you’re an application programmer you’ve probably run into a relational database at some point in your professional career. Whether you’re writing enterprise client-server applications or building the next Web 2.0 killer application, you need someplace to put the persistent data for your application, and relational...

Practical Goal Programming (International Series in Operations Research & Management Science)
Practical Goal Programming (International Series in Operations Research & Management Science)

The setting and attainment of goals is a fundamental aspect of human decision making, which is manifest in the modern discipline of operational research by the technique of goal programming. Influences from the fields of mathematical programming and multiple criteria decision making (MCDM) can be found in goal programming, and it is...

Ext JS in Action
Ext JS in Action

It was early 2006, and I was spending many frustrating hours testing and learning many of the frameworks and libraries on the internet. Seemingly, out of nowhere, I stumbled upon an extension to YUI or YUI-ext, developed by an unknown at the time, Jack Slocum.

At last! An Ajax library that was easy to use and well-documented....

Smart Graphics: 6th International Symposium, SG 2006, Vancover, Canada, July 23-25, 2006, Proceedings (Lecture Notes in Computer Science)
Smart Graphics: 6th International Symposium, SG 2006, Vancover, Canada, July 23-25, 2006, Proceedings (Lecture Notes in Computer Science)

The International Symposium on Smart Graphics 2006 was held during July 23–25, 2006, at the University of British Columbia in Vancouver, Canada. It was the seventh event in a series which originally started in 2000 as an AAAI Spring Symposium.

In response to the overwhelming success of the 2000 symposium, its organizers...

Ranking Queries on Uncertain Data (Advances in Database Systems)
Ranking Queries on Uncertain Data (Advances in Database Systems)

Uncertain data is inherent in many important applications, such as environmental surveillance, market analysis, and quantitative economics research. Due to the importance of those applications and rapidly increasing amounts of uncertain data collected and accumulated, analyzing large collections of uncertain data has become an important task....

Financial Modelling in Python (The Wiley Finance Series)
Financial Modelling in Python (The Wiley Finance Series)

"Fletcher and Gardner have created a comprehensive resource that will be of interest not only to those working in the field of finance, but also to those using numerical methods in other fields such as engineering, physics, and actuarial mathematics. By showing how to combine the high-level elegance, accessibility, and flexibility of...

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