Chevron Left
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: 426 - 429 / 429 レビュー

by NIMA S

2020年9月6日

The English is terrible!

by Philip P

2019年11月3日

Out dated

by Maneesh K

2020年12月1日

Bad

by ADEL S A A

2020年6月11日

ا