项目作者: dzisandy

项目描述 :
Skoltech, Term 4 /MA06057 (Term 4, 2018-2019)
高级语言: Jupyter Notebook
项目地址: git://github.com/dzisandy/Deep-Learning.git
创建时间: 2019-04-01T20:44:52Z
项目社区:https://github.com/dzisandy/Deep-Learning

开源协议:

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Deep Learning 2019

Skoltech Course
MA06057 (Term 4, 2018-2019)

About

The course is about Deep Learning, i.e. a new generation of neural network-based methods that have dramatically improved the performance of AI systems in such domains as computer vision, speech recognition, natural language analysis, reinforcement learning, bioinformatics. The course covers the basics of supervised and unsupervised deep learning. It also covers the details of the two most successful classes of models, namely convolutional networks and recurrent networks. In terms of application, the class emphasizes computer vision and natural language analysis tasks. The course involves a significant practical component with a large number of practical assignments.

Files

0. Lecture Slides

1. Homework 1

2. Homework 2

3. Homework 3

4. Homework 4

5. Final Project (Some data preprocessing stuff)

Instructor

  • Victor Lempitsky - Associate Professor - Link