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1. Introduction
2. Deep Learning: An Overview. 3. Deep Neural Network Models
4. Image Processing
5. Natural Language Processing and Speech
6. Reinforcement Learning and Robotics
7. Recommendations Algorithms and Advertising
8. Games and Art
9. Other Applications
10. Business Impact of DL Technology
11. New Research and Future Directions.
Appendix. Training DNN with Keras
Bernardete Ribeiro is Professor at University of Coimbra, Portugal. She has a Ph.D. and Habilitation in Informatics Engineering. She is Director of the Center of Informatics and Systems of the University of Coimbra (CISUC).She is President of the Portuguese Association of Pattern Recognition (APRP). She is Founder and Director of the Laboratory of Artificial Neural Networks (LARN) for more than 20 years. She is IEEE SMC Senior member, member of International Association of Pattern Recognition (IAPR), International Neural Network Society (INNS), and ACM. Her research interests are in the areas of Machine Learning, Pattern Recognition, and their applications to abroad range of fields. She is author or co-author of over three hundred publications including books, journalsand international and national conferences. She has delivered numerous invited talks, seminars, and short courses.
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