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Comentários e feedback de alunos de Introduction to Deep Learning da instituição Universidade HSE

1,713 classificações
399 avaliações

Sobre o curso

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. Learners will study all popular building blocks of neural networks including fully connected layers, convolutional and recurrent layers. Learners will use these building blocks to define complex modern architectures in TensorFlow and Keras frameworks. In the course project learner will implement deep neural network for the task of image captioning which solves the problem of giving a text description for an input image. The prerequisites for this course are: 1) Basic knowledge of Python. 2) Basic linear algebra and probability. Please note that this is an advanced course and we assume basic knowledge of machine learning. You should understand: 1) Linear regression: mean squared error, analytical solution. 2) Logistic regression: model, cross-entropy loss, class probability estimation. 3) Gradient descent for linear models. Derivatives of MSE and cross-entropy loss functions. 4) The problem of overfitting. 5) Regularization for linear models. Do you have technical problems? Write to us:

Melhores avaliações

19 de Set de 2019

one of the excellent courses in deep learning. As stated its advanced and enjoyed a lot in solving the assignments. looking forward for more such courses especially in Natural language processing

28 de Mai de 2020

The hardest, yet most satisfying course I've ever taken in deep learning, by the end of the course I was doing stuff that was borderline sci-fi and that was just "introduction" to deep learning

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226 — 250 de 398 Avaliações para o Introduction to Deep Learning

por Eli B

7 de Abr de 2020

Excellent course!

por 徐雨臻

19 de Ago de 2019

excellent courses

por abdul s

6 de Nov de 2018

Very Good Course

por Amulya R B

5 de Nov de 2017

Awesome course!

por Aleksandr G

20 de Ago de 2019

Very advanced!

por Akshit V

13 de Jul de 2019

Great Course!

por edward j

28 de Fev de 2018

Great course!

por Ajayi E A

4 de Jul de 2020


por Alfonso M

31 de Jan de 2019

Good course.

por Krishna H

10 de Jun de 2020


por Alex

1 de Mar de 2018

Nice work.

por Xiao M

18 de Dez de 2017

Very gooda

por Dr.S.Karthick

10 de Fev de 2021


por Sbabti M z

27 de Out de 2020


por Kollipaka s

22 de Mai de 2020

very good

por M A B

25 de Fev de 2019


por 胡哲维

23 de Dez de 2018


por franco p

29 de Set de 2019


por Parag H S

13 de Ago de 2019



16 de Jul de 2020


por Имангулов А Б

16 de Jul de 2019


por heechan s

10 de Set de 2019


por Sasikumar G

19 de Jul de 2018


por Колодин Е И

18 de Ago de 2019


por Arsenie a

5 de Abr de 2018