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The Deep Learning with Keras Workshop
Matthew Moocarme Mahla Abdolahnejad Ritesh Bhagwat更新时间：2021-06-18 18:13:53
最新章节：9. Sequential Modeling with Recurrent Neural Networks开会员，本书免费读 >
Newexperiencescanbeintimidating,butnotthisone!Thisbeginner’sguidetodeeplearningisheretohelpyouexploredeeplearningfromscratchwithKeras,andbeonyourwaytotrainingyourfirsteverneuralnetworks.WhatsetsKerasapartfromotherdeeplearningframeworksisitssimplicity.Withovertwohundredthousandusers,Kerashasastrongeradoptioninindustryandtheresearchcommunitythananyotherdeeplearningframework.TheDeepLearningwithKerasWorkshopstartsbyintroducingyoutothefundamentalconceptsofmachinelearningusingthescikit-learnpackage.Afterlearninghowtoperformthelineartransformationsthatarenecessaryforbuildingneuralnetworks,you'llbuildyourfirstneuralnetworkwiththeKeraslibrary.Asyouadvance,you'lllearnhowtobuildmulti-layerneuralnetworksandrecognizewhenyourmodelisunderfittingoroverfittingtothetrainingdata.Withthehelpofpracticalexercises,you’lllearntousecross-validationtechniquestoevaluateyourmodelsandthenchoosetheoptimalhyperparameterstofine-tunetheirperformance.Finally,you’llexplorerecurrentneuralnetworksandlearnhowtotrainthemtopredictvaluesinsequentialdata.Bytheendofthisbook,you'llhavedevelopedtheskillsyouneedtoconfidentlytrainyourownneuralnetworkmodels.
品牌：中图公司
上架时间：2020-07-29 00:00:00
出版社：Packt Publishing
本书数字版权由中图公司提供，并由其授权上海阅文信息技术有限公司制作发行
The Deep Learning with Keras Workshop最新章节
查看全部- 9. Sequential Modeling with Recurrent Neural Networks
- 8. Transfer Learning and Pre-Trained Models
- 7. Computer Vision with Convolutional Neural Networks
- 6. Model Evaluation
- 5. Improving Model Accuracy
- 4. Evaluating Your Model with Cross-Validation Using Keras Wrappers
- 3. Deep Learning with Keras
- 2. Machine Learning versus Deep Learning
- 1. Introduction to Machine Learning with Keras
- Appendix
Matthew Moocarme Mahla Abdolahnejad Ritesh Bhagwat
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