Learn IT - Books tags modeling

Python Deep Learning Projects: 9 projects demystifying neural network and deep learning models for building intelligent systems

Packt Publishing, 2018

Insightful projects to master deep learning and neural network architectures using Python and Keras

Key Features

Explore deep learning across computer vision, natural language processing (NLP), and image processing

Discover best practices for the training of deep neural...

OOP Demystified: A Self-Teaching Guide

McGraw-Hill, 2004

Want to learn about object-oriented programming quickly and easily? Looking to brush up on modeling, classes, and attributes? Then OOP Demystified is the easy-to-understand, step-by-step guidebook that will help you figure out the ins and outs of object-oriented programming (OOP).

Written for anyone without formal training in...

Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch

Packt Publishing, 2018

Build neural network models in text, vision and advanced analytics using PyTorch

Key Features

Learn PyTorch for implementing cutting-edge deep learning algorithms.

Train your neural networks for higher speed and flexibility and learn how to implement them in various...

Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

Packt Publishing, 2018

An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms

Key Features

Explore statistics and complex mathematics for data-intensive applications

Discover new developments in EM algorithm, PCA, and bayesian...

Object Thinking

Microsoft Press, 2004

In Object Thinking, esteemed object technologist David West contends that the mindset makes the programmer—not the tools and techniques. Delving into the history, philosophy, and even politics of object-oriented programming. West reveals how the best programmers rely on analysis and conceptualization—on...

Software & Systems Requirements Engineering: In Practice

McGraw-Hill, 2009

Proven Software & Systems Requirements Engineering Techniques

"Requirements engineering is a discipline used primarily for large and complex applications. It is more formal than normal methods of gathering requirements, and this formality is needed for many large applications. The authors are experienced...

Databases DeMYSTiFieD, 2nd Edition

McGraw-Hill, 2010

Learning DATABASE fundamentals just got a whole lot EASIER!

Now you can design, build, and manage a fully functional database with ease. Thoroughly updated to cover the latest technologies and techniques, Databases Demystified, Second Edition gives you the hands-on help you need to get started.

Written in a...

Hands-On Data Structures and Algorithms with Python: Write complex and powerful code using the latest features of Python 3.7, 2nd Edition

Packt Publishing, 2018

Learn to implement complex data structures and algorithms using Python

Key Features

Understand the analysis and design of fundamental Python data structures

Explore advanced Python concepts such as Big O notation and dynamic programming

Learn functional...

Programming 3D Applications with HTML5 and WebGL: 3D Animation and Visualization for Web Pages

O'Reilly, 2014

Create high-performance, visually stunning 3D applications for the Web, using HTML5 and related technologies such as CSS3 and WebGL—the emerging web graphics standard. With this book, you’ll learn how to use the tools, frameworks, and libraries for building 3D models and animations, mind-blowing visual effects, and...

Mathematical Methods in Image Reconstruction (Monographs on Mathematical Modeling and Computation)

SIAM, 2001

Since the advent of computerized tomography in radiology, many imaging techniques have been introduced in medicine, science, and technology. This book describes the state of the art of the mathematical theory and numerical analysis of imaging. The authors survey and provide a unified view of imaging techniques, provide the necessary...

Visual Perception for Humanoid Robots: Environmental Recognition and Localization, from Sensor Signals to Reliable 6D Poses (Cognitive Systems Monographs (38))

Springer, 2018

This book provides an overview of model-based environmental visual perception for humanoid robots. The visual perception of a humanoid robot creates a bidirectional bridge connecting sensor signals with internal representations of environmental objects. The objective of such perception systems is to answer two fundamental...

Fundamentals of Database Management Systems

John Wiley & Sons, 2011

A course in database management has become well established as a required course in both undergraduate and graduate management information systems degree programs. This is as it should be, considering the central position of the database field in the information systems environment. Indeed, a solid understanding of the...

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