Deep Learning Cookbook: Practical Recipes to Get Started Quickly
Mega Sale! Save 23% on the Deep Learning Cookbook: Practical Recipes to Get Started Quickly by O'Reilly Media at Spring Brook Audio. Hurry! Limited time offer. Offer valid only while supplies last. Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as
Deep 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.
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.
You’ll learn how to:
- Create applications that will serve real users
- Use word embeddings to calculate text similarity
- Build a movie recommender system based on Wikipedia links
- Learn how AIs see the world by visualizing their internal state
- Build a model to suggest emojis for pieces of text
- Reuse pretrained networks to build an inverse image search service
- Compare how GANs, autoencoders and LSTMs generate icons
- Detect music styles and index song collections
|Item Size:||0.75 x 9.25 x 9.25 inches|
|Package Weight:||0.99 pounds|
|Package Size:||6.85 x 0.63 x 0.63 inches|
Have questions about this item, or would like to inquire about a custom or bulk order?
If you have any questions about this product by O'Reilly Media, contact us by completing and submitting the form below. If you are looking for a specif part number, please include it with your message.
Related Best Sellers
ean: 9781484228890, isbn: 1484228898,
Gain in-depth knowledge of Premiere Pro, and learn how the software “thinks.” You'll acquire new skills that will help you choose the best workflow for your project, and simplify and accelerate your video editing process. Learn how you can edit...
mpn: 47 black & white illustrations, 32 colou, ean: 9781493914555, isbn: 1493914553,
This book describes the basic principles underlying the generation, coding, transmission and enhancement of speech and audio signals, including advanced statistical and machine learning techniques for speech and speaker recognition with an overview o...
By AK Peters
ean: 9781466560017, isbn: 1466560010,
Hailed as a "must-have textbook" (CHOICE, January 2010), the first edition of Game Engine Architecture provided readers with a complete guide to the theory and practice of game engine software development. Updating the content to match today’s land...
mpn: 27449383, ean: 9781848829343, isbn: 1848829345,
Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applica...
By Focal Press
ean: 9780240519692, isbn: 0240519698,
Get up to speed quickly and gain the working knowledge you need with this clear, practical guide to Adobe®'s AuditionT 2.0. With Roger Derry's expert advice, you'll master Audition's basic tools and tricks as well as discovering it's more advan...