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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

Packt Publishing, 2018

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...

Deep Reinforcement Learning Hands-On: Apply modern RL methods, with deep Q-networks, value iteration, policy gradients, TRPO, AlphaGo Zero and more

Packt Publishing, 2018

This practical guide will teach you how deep learning (DL) can be used to solve complex real-world problems.

Key Features

Explore deep reinforcement learning (RL), from the first principles to the latest algorithms

Evaluate high-profile RL methods, including value...

Emerging Trends in Mechanical Engineering: Select Proceedings of ICETME 2018 (Lecture Notes in Mechanical Engineering)

Springer, 2019

This book comprises select proceedings of the International Conference on Emerging Trends in Mechanical Engineering (ICETME 2018). The book covers various topics of mechanical engineering like computational fluid dynamics, heat transfer, machine dynamics, tribology, and composite materials. In addition, relevant studies in the allied...

An Atlas of Sarcoidosis

Springer, 2005

- Comprehensive illustrative encyclopedia containg many rare images

- Includes clinical analysis for the physician

- Designed to complement and provide a visual supplement to already existing texts on sarcoidosis

- Only atlas of sarcoidosis which reviews the multisystmeic nature of sarcoidosis on the context...

Visualization of Time-Oriented Data (Human-Computer Interaction Series)

Springer, 2011

Time is an exceptional dimension.We recognize this every day: when we are waiting for a train, time seems to run at a snail’s pace, but the hours we spend in a bar with a good friend pass by so quickly. There are times when one can wait endlessly for something to happen, and there are times when one is overwhelmed by events...

Manual of Neurologic Therapeutics Seventh Edition

Lippincott Williams & Wilkins, 2004

Once the last bastion of therapeutic nihilism, neurology has now clearly entered the era of intense therapy for virtually every class of disease that affects the nervous system. Consequently, the modern neurology department is now subdivided into a dozen clinical subspecialties, each with its own group of experts, often...

The Definitive Guide to Google AdWords: Create Versatile and Powerful Marketing and Advertising Campaigns

Apress, 2012

We often hear that the Internet has changed the world. It has most certainly changed the worlds of advertising, retail, news, and magazine and book publishing, and Google has played a central role in this change. If one were asked to fill in the blank in the sentence “Google is a(n) ___________ company” with what they...

Unsupervised Signal Processing: Channel Equalization and Source Separation

CRC Press, 2010

Unsupervised Signal Processing: Channel Equalization and Source Separation provides a unified, systematic, and synthetic presentation of the theory of unsupervised signal processing. Always maintaining the focus on a signal processing-oriented approach, this book describes how the subject has evolved and assumed a wider scope...

Visualization in Mathematics, Reading and Science Education (Models and Modeling in Science Education)

Springer, 2010

Visualizations—either self-created or external visual stimuli used as an aid to learning—are probably as old as learning itself. Yet surprisingly little research has been done either into how precisely they help us learn, or how to produce ones that are effective pedagogical tools. This volume, a comprehensive review of theory and...

Algorithms -- ESA 2012: 20th Annual European Symposium, Ljubljana, Slovenia, September 10-12, 2012. Proceedings

Springer, 2012

This book constitutes the refereed proceedings of the 20th Annual European Symposium on Algorithms, ESA 2012, held in Ljubljana, Slovenia, in September 2012 in the context of the combined conference ALGO 2012. The 69 revised full papers presented were carefully reviewed and selected from 285 initial submissions: 56 out of 231 in track design...

Design Patterns for Embedded Systems in C: An Embedded Software Engineering Toolkit

Newnes, 2010

The predominate language for the development of embedded systems is clearly C. Other languages certainly have their allure, but over 80% of all embedded systems are developed in this classic language. Many of the advances in the industry assume the use of object-oriented languages, web clients, and technologies that are either...

Digital Terrain Modelling: Development and Applications in a Policy Support Environment (Lecture Notes in Geoinformation and Cartography)

Springer, 2007

This publication is the first book on the development and application of digital terrain modelling for regional planning and policy support. It is a compilation of research results by international research groups at the European Commission's Joint Research Centre, providing scientific support to the development and implementation of EU...

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