000 02727cam a2200361 i 4500
001 22376710
005 20230912090935.0
007 ta
008 220110s2021 nyua gr 001 0 eng d
010 _a 2021425412
020 _a9781617296864
_q(pbk.)
035 _a(OCoLC)on1289290141
040 _aUKMGB
_beng
_cEC-QuPUC
_erda
_fCarmen Guachamín
041 _aenm
082 0 4 _a006.31
_bC453d
_a2021
_223a ed.
100 _aChollet, Francois,
_eorg
_982137
245 1 0 _aDeep learning with Python /
_cFrançois Chollet.
250 _aSecond edition.
264 1 _aShelter Island :
_bManning Publications,
_c2021
300 _axxiii, 478 pages :
_bcolor illustrations ;
_c24 cm
336 _atxt
337 _an
338 _anc
500 _aPrevious edition: 2018.
500 _aIncludes index.
505 0 _a1. What is deep learning? -- 2. The mathematical building blocks of neural networks -- 3. Introduction to Keras and TensorFlow -- 4. Getting started with neural networks: classification and regression -- 5. Fundamentals of machine learning -- 6. The universal workflow of machine learning -- 7. Working with Keras: a deep dive -- 8. Introduction to deep learning for computer vision -- 9. Advanced deep learning for computer vision -- 10. Deep learning for timeseries -- 11. Deep learning for text -- 12. Generative deep learning -- 13. Best practices for the real world -- 14. Conclusions.
520 _aRecent innovations in deep learning unlock exciting new software capabilities like automated language translation, image recognition, and more. Deep learning is quickly becoming essential knowledge for every software developer, and modern tools like Keras and TensorFlow put it within your reach-- even if you have no background in mathematics or data science. This book shows you how to get started. "Deep learning with Python, second edition" introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you'll build your understanding through intuitive explanations, crisp illustrations, and clear examples. You'll quickly pick up the skills you need to start developing deep-learning applications.--
650 7 _aAprendizaje automático (Inteligencia artificial)
_945327
650 7 _aPython (Lenguaje de programación de computadores)
_2ARMARC 2.0 en línea
_958039
650 0 _aRedes neuronales (Computadores)
_2ARMARC 2.0 en línea
_966724
856 _uhttps://puce.odilo.us/info/deep-learning-with-python-03354805
942 _cBK
999 _c285735
_d285733