Deep Learning Cookbook (ePub)
Practical Recipes to Get Started Quickly
(Sprache: Englisch)
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....
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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
Autoren-Porträt von Douwe Osinga
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().
Bibliographische Angaben
- Autor: Douwe Osinga
- 2018, 252 Seiten, Englisch
- Verlag: O'Reilly Media
- ISBN-10: 1491995793
- ISBN-13: 9781491995792
- Erscheinungsdatum: 05.06.2018
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- Dateiformat: ePub
- Grösse: 8.92 MB
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Englisch
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