{"product_id":"hands-on-python-deep-learning-for-the-web-integrating-neural-network-architectures-to-build-smart-web-apps-with-flask-django-and-tensorflow-paperback","title":"Hands-On Python Deep Learning for the Web: Integrating neural network architectures to build smart web apps with Flask, Django, and TensorFlow - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eAnubhav Singh\u003c\/b\u003e (Author), \u003cb\u003eSayak Paul\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eUse the power of deep learning with Python to build and deploy intelligent web applications\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eCreate next-generation intelligent web applications using Python libraries such as Flask and Django\u003c\/li\u003e \u003cli\u003eImplement deep learning algorithms and techniques for performing smart web automation\u003c\/li\u003e \u003cli\u003eIntegrate neural network architectures to create powerful full-stack web applications\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eWhen used effectively, deep learning techniques can help you develop intelligent web apps. In this book, you'll cover the latest tools and technological practices that are being used to implement deep learning in web development using Python.\u003c\/p\u003e \u003cp\u003eStarting with the fundamentals of machine learning, you'll focus on DL and the basics of neural networks, including common variants such as convolutional neural networks (CNNs). You'll learn how to integrate them into websites with the frontends of different standard web tech stacks. The book then helps you gain practical experience of developing a deep learning-enabled web app using Python libraries such as Django and Flask by creating RESTful APIs for custom models. Later, you'll explore how to set up a cloud environment for deep learning-based web deployments on Google Cloud and Amazon Web Services (AWS). Next, you'll learn how to use Microsoft's intelligent Emotion API, which can detect a person's emotions through a picture of their face. You'll also get to grips with deploying real-world websites, in addition to learning how to secure websites using reCAPTCHA and Cloudflare. Finally, you'll use NLP to integrate a voice UX through Dialogflow on your web pages.\u003c\/p\u003e \u003cp\u003eBy the end of this book, you'll have learned how to deploy intelligent web apps and websites with the help of effective tools and practices.\u003c\/p\u003e \u003cp\u003eWhat you will learn\u003c\/p\u003e \u003cul\u003e \u003cli\u003eExplore deep learning models and implement them in your browser\u003c\/li\u003e \u003cli\u003eDesign a smart web-based client using Django and Flask\u003c\/li\u003e \u003cli\u003eWork with different Python-based APIs for performing deep learning tasks\u003c\/li\u003e \u003cli\u003eImplement popular neural network models with TensorFlow.js\u003c\/li\u003e \u003cli\u003eDesign and build deep web services on the cloud using deep learning\u003c\/li\u003e \u003cli\u003eGet familiar with the standard workflow of taking deep learning models into production\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eThis deep learning book is for data scientists, machine learning practitioners, and deep learning engineers who are looking to perform deep learning techniques and methodologies on the web. You will also find this book useful if you're a web developer who wants to implement smart techniques in the browser to make it more interactive. Working knowledge of the Python programming language and basic machine learning techniques will be beneficial.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 404\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.83 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e May 15, 2020\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":52494326726963,"sku":"9781789956085","price":73.22,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/akH5xJiTz59781789956085.webp?v=1759978526","url":"https:\/\/www.vysn.com\/en-ca\/products\/hands-on-python-deep-learning-for-the-web-integrating-neural-network-architectures-to-build-smart-web-apps-with-flask-django-and-tensorflow-paperback","provider":"VYSN","version":"1.0","type":"link"}