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Отзывы учащихся о курсе Introduction to Deep Learning от партнера НИУ ВШЭ

4.6
звезд
Оценки: 1,700
Рецензии: 395

О курсе

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: coursera@hse.ru...

Лучшие рецензии

DK
19 сент. 2019 г.

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

AM
28 мая 2020 г.

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

Фильтр по:

376–393 из 393 отзывов о курсе Introduction to Deep Learning

автор: Scott B

12 июня 2019 г.

This course is very poorly designed. The lectures are insufferable, and absolutely zero supplemental content is provided that would make it actually possible to engage in the material in any meaningful way beyond suffering through the prattle and drone of recitation of mathematical concepts. Very disappointing.

автор: Dulat A

17 дек. 2017 г.

Quality of lectures were totally disapointing. I watched previous courses from Yandex, which were taught on Russian, and they were much better. At some points, lectures even cannot explain what they want to say. I feel like Yandex have stolen 50$ from me.

автор: Peter

18 янв. 2018 г.

Not all teachers speak english well enough. You need to be skilled python, tensorflow, karas developer. They dont explain the algorithms very well and you dont have a text book to look it up yourself..

автор: Aswin R

13 мар. 2019 г.

Very peripheral teaching. Unable to understand anything from the touch points being covered. Assignments are not at all matching with the course contents.

автор: Nathan N

16 мар. 2020 г.

Quizzes are not translated to English well, and instructors are not active on the discussion forums.

автор: Robert P M

18 июля 2020 г.

The tensorflow sections are no longer relevant and nobody answers questions about the material.

автор: Mohit K

7 сент. 2018 г.

This course goes over my head. I found this course 'callous'. Doesn't care about my learning!

автор: Nick

22 февр. 2018 г.

Awful. Questions unclear, lecturers struggle with basic english, and typos are everywhere

автор: Roberto M P

27 янв. 2018 г.

The lecturer is really bad, he is not clear and his explanations are shallow and vague.

автор: Aman T

3 янв. 2021 г.

Course was made unnecessarily complex , it could be explained in a simpler manner.

автор: Xiaowei X

11 авг. 2019 г.

The instructions are often unclear and the ipynb files often does not even run.

автор: 史永新

17 июня 2020 г.

the test is too difficult to make me give up

автор: Herbert D

4 мар. 2018 г.

This has to be the worst course on Coursera.

автор: Jiahua F

13 окт. 2020 г.

The code in github doesn't work

автор: NIMA S

6 сент. 2020 г.

The English is terrible!

автор: Philip P

3 нояб. 2019 г.

Out dated

автор: MANEESH K 2 C A

1 дек. 2020 г.

Bad

автор: ADEL S A A

11 июня 2020 г.

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