Douwe Osinga

Deep Learning Cookbook (eBook, PDF)

Practical Recipes to Get Started Quickly

• Format: PDF

Produktbeschreibung

Deep learning doesnt 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, youll 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 youre stuck. Examples are written in Python with code available on GitHub as a set of Python notebooks.Youll learn how to:Create applications that will serve real usersUse word embeddings to calculate text similarityBuild a movie recommender system based on Wikipedia linksLearn how AIs see the world by visualizing their internal stateBuild a model to suggest emojis for pieces of textReuse pretrained networks to build an inverse image search serviceCompare how GANs, autoencoders and LSTMs generate iconsDetect music styles and index song collections

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Produktdetails

• Verlag: O'Reilly Media
• Seitenzahl: 252
• Erscheinungstermin: 5. Juni 2018
• Englisch
• ISBN-13: 9781491995815
• Artikelnr.: 72455958

Autorenporträt

Douwe 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).