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Introduction to Deep Learning(으)로 돌아가기

국립 연구 고등 경제 대학의 Introduction to Deep Learning 학습자 리뷰 및 피드백

4.6
별점
1,478개의 평가
340개의 리뷰

강좌 소개

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...

최상위 리뷰

DK

Sep 20, 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

AM

May 29, 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

필터링 기준:

Introduction to Deep Learning의 343개 리뷰 중 176~200

교육 기관: Phumlani M

Jul 06, 2020

Enjoyable course. A must take.

교육 기관: Hera K

Jul 30, 2019

It was an amazing experience..

교육 기관: Dominik K

Nov 15, 2018

Great course. I learned a lot.

교육 기관: Pranav R

Nov 21, 2017

Liked it. It is brief and good

교육 기관: Timothy G

Aug 27, 2019

Very good course and training

교육 기관: Neeraj k

Jun 28, 2019

best method for understanding

교육 기관: Yechiel A

Jan 09, 2018

vary professional and advance

교육 기관: Christhian F

Oct 29, 2019

Very good and challenging!!

교육 기관: Zein S

Mar 24, 2018

Great course

Спасибо большое

교육 기관: Chen Z

Jan 31, 2020

Good course learned a lot!

교육 기관: Sylvain D

Sep 11, 2019

Very nice and instructive.

교육 기관: Muberangabo s

May 20, 2020

Hard by totally worth it!

교육 기관: Ivan S

Nov 11, 2018

Great introduction course

교육 기관: Ваганов Н

Aug 01, 2019

Interesting and NOT easy

교육 기관: AGWU E S

Apr 27, 2019

Learned and liked a lot

교육 기관: Jay G

Sep 15, 2018

very difficult at times

교육 기관: Dr S M

May 02, 2020

Good course to learn.

교육 기관: Abdul R

Oct 08, 2019

Well prepared course!

교육 기관: Chenglei S

Jul 05, 2018

Assignments are good.

교육 기관: Noor A K

Jun 26, 2020

i took it by mistake

교육 기관: Ezequiel A

Aug 20, 2018

I liked this course!

교육 기관: Nahibau R

Feb 13, 2018

Очень полезный курс.

교육 기관: 刘岩

Oct 22, 2018

Very helpful course

교육 기관: Alexander G

Apr 16, 2020

I've learned a lot

교육 기관: Pavel Y

Aug 07, 2019

it was pretty good