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Schița de curs
- Backprop, modele modulare
- Modul Logsum
- RBF Net
- Pierderea MAP/MLE
- Transformări în spațiul parametrilor
- Modul convoluțional
- Învățare bazată pe gradient
- Energie pentru inferență
- Obiectiv pentru învățare
- PCA, NLL
- Modele de variabile latente
- LVM probabilistic
- Funcție de pierdere
- Recunoașterea scrisului de mână
Cerințe
Go cunoștințe de bază în învățarea automată. Programming competențe în orice limbă (în mod ideal Python/R).
21 ore
Mărturii (7)
The structure from first principles, to case studies, to application.
Margaret Webb - Department of Jobs, Regions, and Precincts
Curs - Introduction to Deep Learning
The deep knowledge of the trainer about the topic.
Sebastian Gorg
Curs - Introduction to Deep Learning
I think that if training would be done in polish it would allow the trainer to share his knowledge more efficient.
Radek
Curs - Introduction to Deep Learning
Exercises after each topic were really helpful, despite there were too complicated at the end. In general, the presented material was very interesting and involving! Exercises with image recognition were great.
Dolby Poland Sp. z o.o.
Curs - Introduction to Deep Learning
Topic. Very interesting!.
Piotr
Curs - Introduction to Deep Learning
Trainers theoretical knowledge and willingness to solve the problems with the participants after the training.
Grzegorz Mianowski
Curs - Introduction to Deep Learning
The topic is very interesting.
