Data Processing category: 1302 books
Feature Engineering for Machine Learning
Principles and Techniques for Data Scientists
Language: English
Release Date: March 23, 2018
Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each...
Advanced Machine Learning with R
Tackle data analytics and machine learning challenges and build complex applications with R 3.5
Language: English
Release Date: May 20, 2019
Master machine learning techniques with real-world projects that interface TensorFlow with R, H2O, MXNet, and other languages
Key Features
Gain expertise in machine learning, deep learning and other techniques
Build intelligent end-to-end projects for finance, social media, and a variety of domains
Implement...
Training Systems Using Python Statistical Modeling
Explore popular techniques for modeling your data in Python
Language: English
Release Date: May 20, 2019
Leverage the power of Python and statistical modeling techniques for building accurate predictive models
Key Features
Get introduced to Python's rich suite of libraries for statistical modeling
Implement regression, clustering and train neural networks from scratch
Includes real-world examples...
Machine Learning Quick Reference
Quick and essential machine learning hacks for training smart data models
Language: English
Release Date: January 31, 2019
Your hands-on reference guide to developing, training, and optimizing your machine learning models
Key Features
Your guide to learning efficient machine learning processes from scratch
Explore expert techniques and hacks for a variety of machine learning concepts
Write effective code in R, Python,...
Advanced MySQL 8
Discover the full potential of MySQL and ensure high performance of your database
Language: English
Release Date: January 31, 2019
Design cost-efficient database solutions, scale enterprise operations and reduce overhead business costs with MySQL
Key Features
Explore the new and advanced features of MySQL 8.0
Use advanced techniques to optimize MySQL performance
Create MySQL-based applications for your enterprise with the...
by Tong Lu, Shivakumara Palaiahnakote, Chew Lim Tan
Language: English
Release Date: July 23, 2014
Language: English
Release Date: July 23, 2014
This book presents a systematic introduction to the latest developments in video text detection. Opening with a discussion of the underlying theory and a brief history of video text detection, the text proceeds to cover pre-processing and post-processing techniques, character segmentation and recognition,...
Practical Computer Vision
Extract insightful information from images using TensorFlow, Keras, and OpenCV
Language: English
Release Date: February 5, 2018
A practical guide designed to get you from basics to current state of art in computer vision systems.
Key Features
Master the different tasks associated with Computer Vision and develop your own Computer Vision applications with ease
Leverage the power of Python, Tensorflow, Keras, and OpenCV...
Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I
Language: English
Release Date: September 3, 2017
The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held in
Quebec City, Canada, in September 2017.
The 255 revised full papers presented...
by Luis Chaparro, Ph.D. University of California, Berkeley
Language: English
Release Date: November 10, 2010
Language: English
Release Date: November 10, 2010
This new textbook in signals and systems provides a pedagogically rich approach to what can commonly be a mathematically dry subject. With features like historical notes, highlighted common mistakes, and applications in controls, communications, and signal processing, Chaparro helps students appreciate...
Mathematical Morphology and Its Applications to Signal and Image Processing
13th International Symposium, ISMM 2017, Fontainebleau, France, May 15–17, 2017, Proceedings
Language: English
Release Date: April 7, 2017
This book contains the refereed proceedings of the 13th International Symposium on Mathematical Morphology, ISMM 2017, held in Fontainebleau, France, in May 2017.
The 36 revised full papers presented together with 4 short papers were carefully reviewed and selected from 53 submissions. The...
Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III
Language: English
Release Date: September 3, 2017
The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held inQuebec City, Canada, in September 2017.
The 255 revised full papers presented were...
Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II
Language: English
Release Date: September 3, 2017
The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held in
Quebec City, Canada, in September 2017.
The 255 revised full papers presented...
Multimedia Interaction and Intelligent User Interfaces
Principles, Methods and Applications
Language: English
Release Date: September 11, 2010
Consumer electronics (CE) devices, providing multimedia entertainment and enabling communication, have become ubiquitous in daily life. However, consumer interaction with such equipment currently requires the use of devices such as remote controls and keyboards, which are often inconvenient, ambiguous...
Microsoft Word Secrets
The Why and How of Getting Word to Do What You Want
Language: English
Release Date: October 27, 2017
Get hints, useful tricks, and solutions to those annoying problems that plague users of Microsoft’s ever-popular word processing software. This book goes beyond a how-to guide. You will understand where some of Word’s odd behavior comes from, how underlying inheritance rules can affect your formatting,...