Download or read book Deep Learning Quick Reference written by Michael Bernico and published by Packt Publishing Ltd. This book was released on 2018-03-09 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive deeper into neural networks and get your models trained, optimized with this quick reference guide Key Features A quick reference to all important deep learning concepts and their implementations Essential tips, tricks, and hacks to train a variety of deep learning models such as CNNs, RNNs, LSTMs, and more Supplemented with essential mathematics and theory, every chapter provides best practices and safe choices for training and fine-tuning your models in Keras and Tensorflow. Book Description Deep learning has become an essential necessity to enter the world of artificial intelligence. With this book deep learning techniques will become more accessible, practical, and relevant to practicing data scientists. It moves deep learning from academia to the real world through practical examples. You will learn how Tensor Board is used to monitor the training of deep neural networks and solve binary classification problems using deep learning. Readers will then learn to optimize hyperparameters in their deep learning models. The book then takes the readers through the practical implementation of training CNN's, RNN's, and LSTM's with word embeddings and seq2seq models from scratch. Later the book explores advanced topics such as Deep Q Network to solve an autonomous agent problem and how to use two adversarial networks to generate artificial images that appear real. For implementation purposes, we look at popular Python-based deep learning frameworks such as Keras and Tensorflow, Each chapter provides best practices and safe choices to help readers make the right decision while training deep neural networks. By the end of this book, you will be able to solve real-world problems quickly with deep neural networks. What you will learn Solve regression and classification challenges with TensorFlow and Keras Learn to use Tensor Board for monitoring neural networks and its training Optimize hyperparameters and safe choices/best practices Build CNN's, RNN's, and LSTM's and using word embedding from scratch Build and train seq2seq models for machine translation and chat applications. Understanding Deep Q networks and how to use one to solve an autonomous agent problem. Explore Deep Q Network and address autonomous agent challenges. Who this book is for If you are a Data Scientist or a Machine Learning expert, then this book is a very useful read in training your advanced machine learning and deep learning models. You can also refer this book if you are stuck in-between the neural network modeling and need immediate assistance in getting accomplishing the task smoothly. Some prior knowledge of Python and tight hold on the basics of machine learning is required.

Download or read book Design Frameworks for Wireless Networks written by Santosh Kumar Das and published by Springer. This book was released on 2019-08-10 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the current state of the art in wireless networks around the globe, focusing on utilizing the latest artificial intelligence and soft computing techniques to provide design frameworks for wireless networks. These techniques play a vital role in developing a more robust algorithm suitable for the dynamic and heterogeneous environment, making the network self-managed, self-operational, and self-configurational, and efficiently reducing uncertainties and imprecise information.

Download or read book Woodworker s Guide to Joinery written by Fox Chapel Publishing and published by Fox Chapel Publishing Company Incorporated. This book was released on 2010 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get Back to Basics with the core information you need to succeed. Learn what is important to know in Woodworker's Guide to Joinery from Butt Joints, Miter Joints, and Lap and Groove Joints, to Mortise-and-Tenon, Dovetail, and Box Joints. Learn how to master the various families of joinery - from themost basic butt joints to half-blind dovetails, tongue-and -groove joints, and beyond.

Download or read book Building Your Own Robots written by Gordon McComb and published by John Wiley & Sons. This book was released on 2016-08-29 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fun robotics projects that teach kids to make, hack, and learn! There's no better way for kids to learn about the world around them than to test how things work. Building Your Own Robots presents fun robotics projects that children aged 7 – 11 can complete with common household items and old toys. The projects introduce core robotics concepts while keeping tasks simple and easy to follow, and the vivid, full-color graphics keep your kid's eyes on the page as they work through the projects. Brought to you by the trusted For Dummies brand, this kid-focused book offers your child a fun and easy way to start learning big topics! They'll gain confidence as they design and build a self-propelled vehicle, hack an old remote control car to create a motorized robot, and use simple commands to build and program a virtual robot—all while working on their own and enjoying a sense of accomplishment! Offers a kid-friendly design that is heavy on eye-popping graphics Focuses on basic projects that set your child on the road to further exploration Boasts a small, full-color, accessible package that instills confidence in the reader Introduces basic robotics concepts to kids in a language they can understand If your youngster loves to tinker, they'll have a whole lot of fun while developing their creative play with the help of Building Your Own Robots.

Download or read book Creating Augmented and Virtual Realities written by Erin Pangilinan and published by "O'Reilly Media, Inc.". This book was released on 2019-03-18 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite popular forays into augmented and virtual reality in recent years, spatial computing still sits on the cusp of mainstream use. Developers, artists, and designers looking to enter this field today have few places to turn for expert guidance. In this book, Erin Pangilinan, Steve Lukas, and Vasanth Mohan examine the AR and VR development pipeline and provide hands-on practice to help you hone your skills. Through step-by-step tutorials, you’ll learn how to build practical applications and experiences grounded in theory and backed by industry use cases. In each section of the book, industry specialists, including Timoni West, Victor Prisacariu, and Nicolas Meuleau, join the authors to explain the technology behind spatial computing. In three parts, this book covers: Art and design: Explore spatial computing and design interactions, human-centered interaction and sensory design, and content creation tools for digital art Technical development: Examine differences between ARKit, ARCore, and spatial mapping-based systems; learn approaches to cross-platform development on head-mounted displays Use cases: Learn how data and machine learning visualization and AI work in spatial computing, training, sports, health, and other enterprise applications

Download or read book Data Structures Algorithms in Kotlin written by Hemant Jain and published by Independently Published. This book was released on 2020-07-16 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Problem Solving in Data Structures & Algorithms" is a series of books about the usage of Data Structures and Algorithms in computer programming. The book is easy to follow and is written for interview preparation point of view. In these books, the examples are solved in various languages like Go, C, C++, Java, C#, Python, VB, JavaScript and PHP. GitHub Repositories for these books. https: //github.com/Hemant-Jain-Author Book's Composition This book introduces you to the world of data structures and algorithms. Data structures defines the way in which data is arranged in memory for fast and efficient access while algorithms are a set of instruction to solve problems by manipulating these data structures. Designing an efficient algorithm is a very important skill that all software companies, e.g. Microsoft, Google, Facebook etc. pursues. Most of the interviews for these companies are focused on knowledge of data-structures and algorithms. They look for how candidates use concepts of data structures and algorithms to solve complex problems efficiently. Apart from knowing, a programming language you also need to have good command of these key computer fundamentals to not only qualify the interview but also excel in you jobs as a software engineer. This book assumes that you are a C# language developer. You are not an expert in C# language, but you are well familiar with concepts of classes, functions, arrays, pointers and recursion. At the start of this book, we will be looking into Complexity Analysis followed by the various data structures and their algorithms. We will be looking into a Linked-List, Stack, Queue, Trees, Heap, Hash-Table and Graphs. We will also be looking into Sorting, Searching techniques. In last few chapters, we will be looking into various algorithmic techniques. Such as, Brute-Force algorithms, Greedy algorithms, Divide and Conquer algorithms, Dynamic Programming, Reduction and Backtracking. . Table of Contents Chapter 0: How to use this book. Chapter 1: Algorithms Analysis Chapter 2: Approach to solve algorithm design problems Chapter 3: Abstract Data Type & C# Collections Chapter 4: Searching Chapter 5: Sorting Chapter 6: Linked List Chapter 7: Stack Chapter 8: Queue Chapter 9: Tree Chapter 10: Priority Queue Chapter 11: Hash-Table Chapter 12: Graphs Chapter 13: String Algorithms Chapter 14: Algorithm Design Techniques Chapter 15: Brute Force Algorithm Chapter 16: Greedy Algorithm Chapter 17: Divide & Conquer Chapter 18: Dynamic Programming Chapter 19: Backtracking Chapter 20: Complexity Theory

Download or read book Barbra Streisand written by Barbra Streisand and published by Hal Leonard Publishing Corporation. This book was released on 1983 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Matching folio contains 10 terrific songs, including: Memory * Evergreen * The Way We Were * My Heart Belongs To Me.

Download or read book Access 2019 Bible written by Michael Alexander and published by John Wiley & Sons. This book was released on 2018-10-23 with total page 1136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master database creation and management Access 2019 Bible is your, comprehensive reference to the world's most popular database management tool. With clear guidance toward everything from the basics to the advanced, this go-to reference helps you take advantage of everything Access 2019 has to offer. Whether you're new to Access or getting started with Access 2019, you'll find everything you need to know to create the database solution perfectly tailored to your needs, with expert guidance every step of the way. The companion website features all examples and databases used in the book, plus trial software and a special offer from Database Creations. Start from the beginning for a complete tutorial, or dip in and grab what you need when you need it. Access enables database novices and programmers to store, organize, view, analyze, and share data, as well as build powerful, integrable, custom database solutions — but databases can be complex, and difficult to navigate. This book helps you harness the power of the database with a solid understanding of their purpose, construction, and application. Understand database objects and design systems objects Build forms, create tables, manipulate datasheets, and add data validation Use Visual Basic automation and XML Data Access Page design Exchange data with other Office applications, including Word, Excel, and more From database fundamentals and terminology to XML and Web services, this book has everything you need to maximize Access 2019 and build the database you need.

Download or read book Build Your Own Garage Manual written by Design America Inc. and published by Fox Chapel Publishing. This book was released on 2017-04-01 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt: This essential DIY guide shows how to build the garage of your dreams by doing all or part of the work yourself. Choose from more than 175 construction plans, prepared by garage experts.

Download or read book Access 2019 For Dummies written by Laurie A. Ulrich and published by John Wiley & Sons. This book was released on 2018-10-08 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: Easy steps to practical databases People who really know how to build, populate, and simplify databases are few and far between. Access 2019 For Dummies is here to help you join the ranks of office heroes who possess these precious skills. This book offers clear and simple advice on how to build and operate databases as well as create simple forms, import data from outside sources, query databases for information, and share knowledge in reports. In short, it’s the book that holds all the secrets behind the mysteries of Access! Build effective databases from the ground up Simplify your data entry with forms and tables Write queries that produce answers to your data questions Simplify input with forms There’s no time like the present to get your hands on the insight that database beginners need to become Access gurus.