Chevron Left
Introduction to Deep Learning(으)로 돌아가기

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

4.6
별점
1,555개의 평가
361개의 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 360개 리뷰 중 201~225

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

교육 기관: sagar s

Sep 29, 2018

Awesome. Worth it!

교육 기관: Eli B

Apr 07, 2020

Excellent course!

교육 기관: 徐雨臻

Aug 20, 2019

excellent courses

교육 기관: abdul s

Nov 06, 2018

Very Good Course

교육 기관: Amulya R B

Nov 05, 2017

Awesome course!

교육 기관: Aleksandr G

Aug 20, 2019

Very advanced!

교육 기관: Akshit V

Jul 13, 2019

Great Course!

교육 기관: Edward J

Feb 28, 2018

Great course!

교육 기관: Ajayi E A

Jul 05, 2020

Satisfactory

교육 기관: Alfonso M

Jan 31, 2019

Good course.

교육 기관: Krishna H

Jun 10, 2020

Exemplary!

교육 기관: Alex

Mar 01, 2018

Nice work.

교육 기관: Xiao M

Dec 19, 2017

Very gooda

교육 기관: Kollipaka s

May 22, 2020

very good

교육 기관: M A B

Feb 25, 2019

Excellent

교육 기관: 胡哲维

Dec 23, 2018

excellent

교육 기관: franco p

Sep 29, 2019

Amazing!

교육 기관: Parag H S

Aug 13, 2019

Amazing

교육 기관: MAINDARGI Y R

Jul 16, 2020

Great

교육 기관: Имангулов А Б

Jul 16, 2019

hard!