{"product_id":"practical-deep-learning-for-cloud-mobile-and-edge-real-world-ai-computer-vision-projects-using-python-keras-tensorflow-9781492034865","title":"Practical Deep Learning for Cloud, Mobile, and Edge: Real-World AI \u0026 Computer-Vision Projects Using Python, Keras \u0026 Tensorflow","description":"\u003cp\u003eWhether you're a software engineer aspiring to enter the world of deep learning, a veteran data scientist, or a hobbyist with a simple dream of making the next viral AI app, you might have wondered \u003ci\u003ewhere do I begin?\u003c\/i\u003e This step-by-step guide teaches you how to build practical deep learning applications for the cloud and mobile using a hands-on approach.\u003c\/p\u003e\u003cp\u003eRelying on years of industry experience transforming deep-learning research into award-winning applications, Anirudh Koul, Siddha Ganju, and Meher Kasam guide you through the process of converting an idea into something that people in the real world can use. Train, tune, and deploy computer vision models with Keras, TensorFlow, CoreML, and TensorFlow Lite and go from zero to a production-quality system quickly.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDevelop deep learning applications for the desktop, cloud, smartphones, browser, and Raspberry Pi\u003c\/li\u003e\n\u003cli\u003eLearn by building examples such as Silicon Valley's \"Not Hotdog,\" image search engines, and your own mini-autonomous car\u003c\/li\u003e\n\u003cli\u003eUse transfer learning to train models in minutes\u003c\/li\u003e\n\u003cli\u003eOptimize your apps to run efficiently on different hardware\u003c\/li\u003e\n\u003cli\u003eDiscover strategies to scale up from a single user to millions\u003c\/li\u003e\n\u003cli\u003eSharpen practical skills for data collection, model interoperability, and model debugging using visualizations\u003c\/li\u003e\n\u003cli\u003eUncover the potential for bias and explore the ethical underpinnings for AI-driven technology\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/05\/2019\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492034865\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 620\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.14lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 1.25d","brand":"Anirudh Koul, Siddha Ganju, Meher Kasam","offers":[{"title":"Default Title","offer_id":36653578223772,"sku":"9781492034865","price":76.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_ccba9d6f-69fc-4039-aaaf-ae7db3a5851e.jpg?v=1603881957","url":"https:\/\/pastforward.org\/products\/practical-deep-learning-for-cloud-mobile-and-edge-real-world-ai-computer-vision-projects-using-python-keras-tensorflow-9781492034865","provider":"Past Forward","version":"1.0","type":"link"}