Learn IT - Books tags trees

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...

Frommer's Kauai (Frommer's Complete)

Frommers, 2010

On any list of the world’s most spectacular islands, Kauai ranks right up there with Bora Bora, Huahine, and Rarotonga. All the elements are here: moody rainforests, majestic cliffs, jagged peaks, emerald valleys, palm trees swaying in the breeze, daily rainbows, and some of the most spectacular golden beaches you’ll find...

Supervised and Unsupervised Ensemble Methods and their Applications (Studies in Computational Intelligence)

Springer, 2008

The rapidly growing amount of data, available from different technologies in the field of bio-sciences, high-energy physics, economy, climate analysis, and in several other scientific disciplines, requires a new generation of machine learning and statistical methods to deal with their complexity and heterogeneity. As data collections becomes...

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

O'Reilly, 2017

Graphics in this book are printed in black and white.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data....

Isosurfaces: Geometry, Topology, and Algorithms

CRC Press, 2013

Ever since Lorensen and Cline published their paper on the Marching Cubes algorithm, isosurfaces have been a standard technique for the visualization of 3D volumetric data. Yet there is no book exclusively devoted to isosurfaces. Isosurfaces: Geometry, Topology, and Algorithms represents the first book to focus on basic...

Data Mining with Computational Intelligence (Advanced Information and Knowledge Processing)

Springer, 2005

Nowadays data accumulate at an alarming speed in various storage devices,
and so does valuable information. However, it is difficult to understand information
hidden in data without the aid of data analysis techniques, which
has provoked extensive interest in developing a field separate from machine
learning. This new field is...

Legal Knowledge and Information Systems: JURIX 2006: The Nineteenth Annual Conference - Volume 152 Frontiers in Artificial Intelligence and Applications

IOS Press, 2006

This volume contains the Proceedings of the Nineteenth JURIX Conference on Legal Knowledge and Information Systems (JURIX 2006), December 7th–9th, Université Pantheon Assas – Paris II, France. This year we hoped to put two new topics on the agenda: Artificial Intelligence in police and intelligence services and the impact of AI...

Effective Statistical Learning Methods for Actuaries II: Tree-Based Methods and Extensions (Springer Actuarial)

Springer, 2020

This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their...

The Definitive ANTLR 4 Reference

Pragmatic Bookshelf, 2013

Programmers run into parsing problems all the time. Whether it's a data format like JSON, a network protocol like SMTP, a server configuration file for Apache, a PostScript/PDF file, or a simple spreadsheet macro language--ANTLR v4 and this book will demystify the process. ANTLR v4 has been rewritten from scratch to make it...

AI Game Engine Programming (Game Development Series)

Charles River, 2004

AI Game Engine Programming provides game developers with the tools and wisdom necessary to create modern game AI engines. It takes programmers from theory to actual game development, with usable code frameworks designed to go beyond merely detailing how a technique might be used. In addition, it surveys the capabilities of the different...

Rapid Application Development with Mozilla

Prentice Hall, 2003

A must-have read for anybody interested in learning to build sophisticated applications with the Mozilla application framework.—Mitchell Baker, President, The Mozilla Foundation

Mozilla has grown to become a powerful framework for building cutting-edge web applications. Rapid Application Development with...

Introduction to Algorithms, Third Edition

MIT Press, 2009

Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. The book covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of readers. Each chapter is relatively...

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