Django 2 Web Development Cookbook 100 practical recipes on building scalable Python web apps with Django 2, 3rd Edition

This book is for data scientists, machine learning (ML) developers, and deep learning practitioners looking for a quick reference to tackle challenges and tasks in the GAN domain. Familiarity with machine learning concepts and a working knowledge of the Python programming language will help you get the most out of the book.

适合新手入门机器学习和tensorflow的最佳教程，强烈推荐。 Chapter 1: Getting Started with TensorFlow Chapter 2: The TensorFlow Way Chapter 3: Linear Regression Chapter 4: Support Vector Machines Chapter 5: Nearest Neighbor Methods Chapter 6: Neural Networks Chapter 7: Natural Language Processing Chapter 8: Convolutional Neural Networks Chapter 9: Recurrent Neural Networks Chapter 10: Taking TensorFlow to Production Chapter 11: More with TensorFlow

Deep learning doesn't have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, you'll learn how to solve deep-learning problems for classifying and generating text, images, and music. Each chapter consists of several recipes needed to complete a single project, such as training a music recommending system. Author Douwe Osinga also provides a chapter with half a dozen techniques to help you if you're stuck. Examples are written in Python with code available on GitHub as a set of Python notebooks. You'll learn how to: Create applications that will serve real users Use word embeddings to calculate text similarity Build a movie recommender system based on Wikipedia links Learn how AIs see the world by visualizing their internal state Build a model to suggest emojis for pieces of text Reuse pretrained networks to build an inverse image search service Compare how GANs, autoencoders and LSTMs generate icons Detect music styles and index song collections

Stuart Fordham, "Cisco ACI Cookbook" English | ISBN: 1787129217 | 2017 | 330 pages | PDF | 27 MB Key Features Confidently provision your virtual and physical infrastructure for application deployment Integrate Cisco ACI with hypervisors and other third party devices Packed with powerful recipes to automate your IT operations Book Description Cisco Application Centric Infrastructure (ACI) is a tough architecture that automates IT tasks and accelerates datacenter application deployments. This book focuses on practical recipes to help you quickly build, manage, and adapt hybrid environment for your organization using Cisco ACI. You will begin by understanding the Cisco ACI architecture and its major components. You will then configure Cisco ACI policies and tenants. Next you will connect to hypervisors and other third-party devices. Moving on, you will configure routing to external networks and within ACI tenants, and also learn to secure ACI through RBAC. Furthermore, you will understand how to set up Quality of Service and network programming with REST, XML, Python and so on. Finally you will learn to monitor and troubleshoot ACI in the event of any issues that arise. By the end of the book, you will gain have mastered automating your IT tasks and accelerating the deployment of your applications. What you will learn Master the Cisco ACI architecture Discover the ACI fabric with easy-to-follow steps Set up Quality of Service within ACI Configure external networks with Cisco ACI Integrate with VMware and track VMware virtual machines Configure apply and verify the access policies Extend or migrate a VMware Virtual Machine LAN inside the ACI Fabric Monitor ACI with third party tools and troubleshoot issues

ceph cookbook 2018 第二版 Practical recipes to design, implement, operate, and manage Ceph storage systems

Django 2 Web Development Cookbook 第三版，最新版本，django2.1版本和python3范例，增加docker内容

HTML5 and CSS3 Responsive Web Design Cookbook

Django 2 Web Development Cookbook 100 practical recipes on building scalable Python web apps with Django 2, 3rd Edition Django 2 Web Development Cookbook 第三版，最新版本，django2.1版本和python3范例，增加docker内容

HTML5 Canvas Cookbook （英文原版）