This book introduces TensorFlow to people who have some knowledge of Python. Readers will learn about many "core" TensorFlow APIs, Linear Regression, Logistic Regression, and MultiLayer Perceptrons. This book is meant to provide a foundation in TensorFlow and provide them with a rudimentary understanding of Deep Learning. Features: - A concrete ......
As part of the best-selling Pocket Primer series, this book provides an overview of the major concepts to program using TensorFlow 2. The focus of this book is on basic programming instructions used in machine learning and deep learning. Includes companion files with source code (in Python) and figures. Features: Provides an overview of the ......
With the rise in data science development, we now have many remarkable techniques and tools to extend data analysis from numeric and categorical data to textual data. Sifting through the open-ended responses from a survey, for example, was an arduous process when performed by hand. Using a case study approach, this book was written for business ......
This book concentrates on presenting the theory of special relativity as the geometry of space-time. The presentation is straightforward, complete and reader-friendly, with explanatory asides, that give historical context and links with other branches of physics and mathematics. The first four chapters give a complete description of the special ......
Suitable for system engineers or those involved with system-based projects, this book provides an overview of systems-level concepts and techniques in the context of an integrated, design-oriented framework. It focuses on the fundamentals of the systems process including lifecycle, analysis, management, identifying system flaws, and integration.
Treating cancer has always been a major challenge. Although great strides in treatment have taken place in recent years, all too often current treatments are less than effective, or patients relapse. Newer methods of cancer treatment, namely targeted therapy and immunotherapy have generated great excitement in the scientific community. These newer ......
Treating cancer has always been a major challenge. Although great strides in treatment have taken place in recent years, all too often current treatments are less than effective, or patients relapse. Newer methods of cancer treatment, namely targeted therapy and immunotherapy, have generated great excitement in the scientific community. These ......
This book provides an overview of the basic concepts and components of UAVs, the various sensors used, architecture of autonomous UAVs, communication tools and devices to acquire real-time data from UAVs, the software needed to analyze the UAV data, required rules and regulations to fly UAVs, various application areas, and future areas of research ......