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Download Udemy – Deep Learning: Advanced Natural Language Processing and RNNs 2018-11 – Website

Download Udemy – Deep Learning: Advanced Natural Language Processing and RNNs 2018-11

Description

Deep Learning: Advanced NLP and RNNs , is the name of the video training collection in the field of machine learning and artificial intelligence and in the branch of deep learning. The course in front of you as an advanced course in the field of deep learning deals with complex and specialized issues. In this training course, you will deal with Natural Language Processing using Sequence-to-sequence (seq2seq), Attention, CNNs, RNNs and network memory. According to the publisher of this training course, you will reach a higher level of thinking by watching this training course.

By watching this training course, you will be able to design a text classification system in order to detect spam, analyze existing weaknesses and similar problems. Also, by watching this training course, you will learn how to build various other systems, such as building a memory network.

Features of Deep Learning: Advanced NLP and RNNs training course

Dear students, by watching and learning this training course in an advanced way, you will get to know the concept of deep learning and you will be able to use this science to build systems with artificial intelligence capabilities. Also, dear students, you will have 62 video training sessions in front of you to view all the sessions and learn the training.

Details of the Deep Learning: Advanced NLP and RNNs training course:

  • Publisher: Udemy
  • teacher: Lazy Programmer Inc.
  • Level: Advanced
  • Duration: 08:01:55
  • Number of lessons: 62 lessons
  • English language

Topics Deep Learning: Advanced NLP and RNNs

Welcome

4 lectures

14:58

Review

13 lectures

01:55:19

Bidirectional RNNs

6 lectures

30:46

Sequence-to-sequence models (Seq2Seq)

9 lectures

52:51

Attention

9 lectures

01:04:10

Memory Networks

6 lectures

40:45

Basic Review

3 lectures

17:51

Appendix

12 lectures

02:25:15

prerequisites:

Understand what deep learning is for and how it is used

Decent Python coding skills, especially tools for data science (Numpy, Matplotlib)

Preferable to have experience with RNNs, LSTMs, and GRUs

Preferable to have experience with Keras

Preferable to understand word embeddings

Pictures

Sample video:

Installation guide

After extracting, watch with your favorite player.

This tutorial has English subtitles.

download link

Download part 1 – 1 GB

Download part 2 – 1 GB

Download part 3 – 731 MB

Password file(s): www.downloadly.ir

Size

2.71 GB

4.2/5 – (5785 points)

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