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Introduction to Deep Learning に戻る

HSE University による Introduction to Deep Learning の受講者のレビューおよびフィードバック

4.5
1,843件の評価
431件のレビュー

コースについて

The goal of this online 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....

人気のレビュー

DK
2019年9月19日

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

TP
2020年8月8日

A very good course and it is truly insightful. This course deals with more on the concepts therefore I have a better understanding of what is really happening when I build deep learning models.

フィルター:

Introduction to Deep Learning: 226 - 250 / 429 レビュー

by Timothy G

2019年8月27日

Very good course and training

by Neeraj k

2019年6月28日

best method for understanding

by Yechiel A

2018年1月9日

vary professional and advance

by Christhian F

2019年10月29日

Very good and challenging!!

by Zein S

2018年3月23日

Great course

Спасибо большое

by pankaj s

2020年7月28日

very helpful and effective

by Chen Z

2020年1月31日

Good course learned a lot!

by Sylvain D

2019年9月11日

Very nice and instructive.

by Muberangabo S

2020年5月20日

Hard by totally worth it!

by Ivan S

2018年11月11日

Great introduction course

by Ваганов Н

2019年8月1日

Interesting and NOT easy

by Elbby S A

2019年4月27日

Learned and liked a lot

by Jay G

2018年9月15日

very difficult at times

by Dr S M

2020年5月1日

Good course to learn.

by Abdul R

2019年10月8日

Well prepared course!

by Chenglei S

2018年7月5日

Assignments are good.

by Noor A K

2020年6月26日

i took it by mistake

by Ezequiel A G

2018年8月19日

I liked this course!

by Roman N

2018年2月13日

Очень полезный курс.

by 刘岩

2018年10月22日

Very helpful course

by Alexander G

2020年4月16日

I've learned a lot

by Pavel Y

2019年8月7日

it was pretty good

by sagar s

2018年9月29日

Awesome. Worth it!

by Eli B

2020年4月7日

Excellent course!

by 徐雨臻

2019年8月19日

excellent courses