{"product_id":"deep-learning-cookbook-practical-recipes-to-get-started-quickly-9781491995846","title":"Deep Learning Cookbook: Practical Recipes to Get Started Quickly","description":"\u003cp\u003eDeep 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. \u003c\/p\u003e\u003cp\u003e 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. \u003c\/p\u003e\u003cp\u003e You???[ ll learn how to: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eCreate applications that will serve real users \u003c\/li\u003e\n\u003cli\u003eUse word embeddings to calculate text similarity \u003c\/li\u003e\n\u003cli\u003eBuild a movie recommender system based on Wikipedia links \u003c\/li\u003e\n\u003cli\u003eLearn how AIs see the world by visualizing their internal state \u003c\/li\u003e\n\u003cli\u003eBuild a model to suggest emojis for pieces of text \u003c\/li\u003e\n\u003cli\u003eReuse pretrained networks to build an inverse image search service \u003c\/li\u003e\n\u003cli\u003eCompare how GANs, autoencoders and LSTMs generate icons \u003c\/li\u003e\n\u003cli\u003eDetect music styles and index song collections \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eDouwe Osinga is an experienced Software Engineer, formerly with Google, and founder of three startups. He maintains a popular software project website, partly focused on machine learning(https: \/\/douweosinga.com\/projects\/​machine_learning).\u003c\/p\u003e\u003cbr\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":50338651701522,"sku":"9781491995846","price":58.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_f2083f4a-d25b-4c0c-8765-f4ca167b26ae.jpg?v=1727990040","url":"https:\/\/surprise-castle.myshopify.com\/products\/deep-learning-cookbook-practical-recipes-to-get-started-quickly-9781491995846","provider":"Surprise Castle","version":"1.0","type":"link"}