Get a head start in the world of AI and deep learning by developing your skills with PyTorch
Key Features
Learn how to define your own network architecture in deep learning
Implement helpful methods to create and train a model using PyTorch syntax
Discover how intelligent applications using features like image recognition and speech recognition really process your data
Book Description
Want to get to grips with one of the most popular machine learning libraries for deep learning? The Deep Learning with PyTorch Workshop will help you do just that, jumpstarting your knowledge of using PyTorch for deep learning even if you're starting from scratch.
It's no surprise that deep learning's popularity has risen steeply in the past few years, thanks to intelligent applications such as self-driving vehicles, chatbots, and voice-activated assistants that are making our lives easier. This book will take you inside the world of deep learning, where you'll use PyTorch to understand the complexity of neural network architectures.
The Deep Learning with PyTorch Workshop starts with an introduction to deep learning and its applications. You'll explore the syntax of PyTorch and learn how to define a network architecture and train a model. Next, you'll learn about three main neural network architectures - convolutional, artificial, and recurrent - and even solve real-world data problems using these networks. Later chapters will show you how to create a style transfer model to develop a new image from two images, before finally taking you through how RNNs store memory to solve key data issues.
By the end of this book, you'll have mastered the essential concepts, tools, and libraries of PyTorch to develop your own deep neural networks and intelligent apps.
What you will learn
Explore the different applications of deep learning
Understand the PyTorch approach to building neural networks
Create and train your very own perceptron using PyTorch
Solve regression problems using artificial neural networks (ANNs)
Handle computer vision problems with convolutional neural networks (CNNs)
Perform language translation tasks using recurrent neural networks (RNNs)
Who this book is for
This deep learning book is ideal for anyone who wants to create and train deep learning models using PyTorch. A solid understanding of the Python programming language and its packages will help you grasp the topics covered in the book more quickly.
Take a comprehensive and step-by-step approach to understanding machine learning
Key Features
Discover how to apply the scikit-learn uniform API in all types of machine learning models
Understand the difference between supervised and unsupervised learning models
Reinforce your understanding of machine learning concepts by working on real-world examples
Book Description
Machine learning algorithms are an integral part of almost all modern applications. To make the learning process faster and more accurate, you need a tool flexible and powerful enough to help you build machine learning algorithms quickly and easily. With The Machine Learning Workshop, you'll master the scikit-learn library and become proficient in developing clever machine learning algorithms.
The Machine Learning Workshop begins by demonstrating how unsupervised and supervised learning algorithms work by analyzing a real-world dataset of wholesale customers. Once you've got to grips with the basics, you'll develop an artificial neural network using scikit-learn and then improve its performance by fine-tuning hyperparameters. Towards the end of the workshop, you'll study the dataset of a bank's marketing activities and build machine learning models that can list clients who are likely to subscribe to a term deposit. You'll also learn how to compare these models and select the optimal one.
By the end of The Machine Learning Workshop, you'll not only have learned the difference between supervised and unsupervised models and their applications in the real world, but you'll also have developed the skills required to get started with programming your very own machine learning algorithms.
What you will learn
Understand how to select an algorithm that best fits your dataset and desired outcome
Explore popular real-world algorithms such as K-means, Mean-Shift, and DBSCAN
Discover different approaches to solve machine learning classification problems
Develop neural network structures using the scikit-learn package
Use the NN algorithm to create models for predicting future outcomes
Perform error analysis to improve your model's performance
Who this book is for
The Machine Learning Workshop is perfect for machine learning beginners. You will need Python programming experience, though no prior knowledge of scikit-learn and machine learning is necessary.
Описание: New York Times bestselling author and America`s leadership mentor offers leaders six tools for crafting an irresistible vision for their business, rallying their team around the vision, and distilling it into actionable plans that drive results.
Автор: Hyatt Stanley Portal Название: The Northward Trek ISBN: 1379163234 ISBN-13(EAN): 9781379163237 Издательство: Неизвестно Цена: 4589.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Hyatt Karen Название: Uncovering Iris ISBN: 1525544411 ISBN-13(EAN): 9781525544415 Издательство: Неизвестно Рейтинг: Цена: 5332.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Stella, adopted at birth, moves from England to Canada following the death of her adoptive parents and the discovery that her live-in boyfriend is gay. On the plane to Toronto she meets Madeleine, whose offer of help to this young and naive stran...
Описание: The Well-Referred Dentist is a comprehensive guideline that helps dentists finally have the practice of their dreams.
In The Well-Referred Dentist, Dr. Bita Saleh addresses the missing factor that is essential to patient compliance in all stages of dental treatment by identifying and resolving the patient's "triad" of obstacles - their fears, anxieties, and limiting beliefs. As a highly-skilled and dedicated dentist for 30 years, Dr. Saleh has discovered an effective process to alleviate the triad of obstacles experienced by patients. Now, she shares her step-by-step program to show dentists how to:
Quickly recognize the hidden signs of fear, anxiety, and limiting beliefs
Discuss this sensitive topic with patients so they can reach a mutual resolution
Resolve their patient's triad of obstacles in the most time-efficient manner
Help patients requiring urgent care reduce their fears and anxieties by 35% in 4 minutes
Create a customized plan for each patient that identifies and resolves the root cause of their issues
Can you imagine not being able to use a phone, watch television, prepare a meal using an electric stove, or simply drive under electric power lines without suffering a severe, even debilitating, allergic reaction? This is the reality for some who live among us, including Pluck: A Faith-Based Memoir of Living with Electromagnetic Hypersensitivity Author Deborah Hyatt who suffers from electromagnetic hypersensitivity (EHS), an up-and-coming environmental illness. EHS, also known as electromagnetic field sensitivities (EMF) and electromagnetic sensitivities (ES), is a growing diagnosis throughout the world. In 2017, 10 percent of the population had already been diagnosed with the illness. What do you do when you can't live daily life in a technology-dependent culture? You disconnect. In Pluck, Deborah takes you on her journey through sickness, eventual diagnosis, and detox to a simplified life. She writes now to share what she has learned and experienced with this illness, to offer encouragement to sufferers, and to caution everyone against overexposure to electronics, an unnoticed, seemingly innocent potential hazard that we depend on in everyday life. This book is a page turner. Readers will enjoy Deborah's wisdom gained through experience, positive attitude, and sense of humor as they learn about EHS. Deborah's story reveals a heart torn apart by life and patched by God. Her strong faith shines through in all the ways it sustains her. A note about the cover photo: "Pluck" swims daily (seasonally) in what she calls the healing waters of Lake Chatuge. This photo taken November 5, 2017 at the base of the dam depicts her happy place. It is symbolic of her diving in deeper, thirsty for more knowledge. Photography credit: R. A. Bond
Автор: Christopher S Hyatt Название: Undoing Yourself Too ISBN: 1935150723 ISBN-13(EAN): 9781935150725 Издательство: Gazelle Book Services Рейтинг: Цена: 4073.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Continuing in the unique style of Hyatts seminal work, "Undoing Yourself With Energized Meditation", and in conjunction with some of Falcons finest and most rebellious authors, "Undoing Yourself Too" explores more deeply some of the subjects most important to Christopher Hyatt including Immortality ("Are we the first generation of immortals... or the last generation of mortals?"); Monomania and Monotheism; Language and Hypnosis; Hyatts Tripolar Formula for Success ("Have some Fun, Make some Money, and Do some Good along the way"); the Nature of Culture ("Culture is the result of the interaction of Genetics and Geography"); and Who Owns You? Entertaining and informative!
