Bøker utgitt av Packt Publishing

Build cutting edge machine and deep learning systems for the lab, production, and mobile devices.Purchase of the print or Kindle book includes a free eBook in PDF format.Key Features:Understand the fundamentals of deep learning and machine learning through clear explanations and extensive code samplesImplement graph neural networks, transformers using Hugging Face and TensorFlow Hub, and joint and contrastive learningLearn cutting-edge machine and deep learning techniquesBook Description:Deep Learning with TensorFlow and Keras teaches you neural networks and deep learning techniques using TensorFlow (TF) and Keras. You'll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack available.TensorFlow 2.x focuses on simplicity and ease of use, with updates like eager execution, intuitive higher-level APIs based on Keras, and flexible model building on any platform. This book uses the latest TF 2.0 features and libraries to present an overview of supervised and unsupervised machine learning models and provides a comprehensive analysis of deep learning and reinforcement learning models using practical examples for the cloud, mobile, and large production environments.This book also shows you how to create neural networks with TensorFlow, runs through popular algorithms (regression, convolutional neural networks (CNNs), transformers, GANs, recurrent neural networks (RNNs), natural language processing (NLP), and Graph Neural Networks (GNNs)), covers working example apps, and then dives into TF in production, TF mobile, and TensorFlow with AutoML.What You Will Learn:Learn how to use the popular GNNs with TensorFlow to carry out graph mining tasksDiscover the world of transformers, from pretraining to fine-tuning to evaluating themApply self-supervised learning to natural language processing, computer vision, and audio signal processingCombine probabilistic and deep learning models using TensorFlow ProbabilityTrain your models on the cloud and put TF to work in real environmentsBuild machine learning and deep learning systems with TensorFlow 2.x and the Keras APIWho this book is for:This hands-on machine learning book is for Python developers and data scientists who want to build machine learning and deep learning systems with TensorFlow. This book gives you the theory and practice required to use Keras, TensorFlow, and AutoML to build machine learning systems.Some machine learning knowledge would be useful. We don't assume TF knowledge.

Discover hacks to quickly get started with Procreate with the help of this color guide and learn how to use it on an iPad to create exquisite illustrations and animationsKey Features:- Follow step-by-step instructions and tips on how to use Procreate to get the most out of it- Work through hands-on tutorials with real artwork that will boost your confidence to explore Procreate further- Highly recommended for iPad users who want to be able to paint on the goBook Description:Procreate is robust, industry-grade painting software that is extremely versatile yet an affordable alternative to subscription-based applications. If you're new to Procreate, Get Set Procreate 5 will help you get up to speed with creating professional illustrations in no time.Complete with step-by-step instructions, detailed explanations, and practical application guidelines, this easy-to-follow guide will cover the ins and outs of Procreate 5.2 and show you how to use each feature effectively. You'll learn how to draw using assistive tools, apply effects, create animations, and develop amazing artwork by implementing the skills learned throughout the book. Once you've got to grips with the new features of Procreate 5 for creating beautiful illustrations, animations, and graphics, you'll be able to explore the tools at your disposal and even create your own brushes, shortcuts, and menus to work efficiently.By the end of this Procreate book, you'll be able to navigate the application confidently and take your artwork to a new level.What You Will Learn:- Become well-versed with the fundamentals of Procreate- Personalize the Procreate application to suit your workflow- Gain preliminary knowledge of the tool to further explore it for your artwork- Speed up your workflow with gestures and shortcuts- Explore, edit, and create a wide range of brushes with the help of Brush Library and Brush Studio- Use assisted drawing tools to enhance your accuracy- Learn animation using Procreate s Animation Assist tools- Get up-to-date with the new features of Procreate 5.2 like Page Assist and 3D painting.Who this book is for:If you're a beginner who wants to start illustrating professionally on Procreate, but feel lost about where to start, this is the right book for you! Start learning right from the very basics, and build up your knowledge step-by-step. This book is also a perfect fit for experienced illustrators/animators accustomed to other software like Photoshop, who would like to pick up a new skill.Table of Contents- The Gallery - Organizing Your Files- Getting Started - Setting Up a Canvas- Understanding Your Workspace- Using the Actions Menu- Selecting and Transforming- Using Gestures and Shortcuts- Organizing Your Layers- Painting Tools and the Brush Library - Using and Organizing Brushes- Brush Studio Settings - Editing and Combining Brushes- Using Colour Tools- Adjustments - Applying Image Effects- Using Assisted Drawing Tools- Using Animation Assist for 2D Animation- Sketchbooking with Page Assist- Painting on 3D Models- Rendering Objects Using Blend Modes