HOME

  • heroturko.info
  • [email protected]
  • heroturko.info
  • 00000000000

Log in

» » Sentiment Analysis with Recurrent Neural Networks in TensorFlow

Sentiment Analysis with Recurrent Neural Networks in TensorFlow

Ryan 24-12-2017, 01:04 3 Tutorials
0

Sentiment Analysis with Recurrent Neural Networks in TensorFlow
Sentiment Analysis with Recurrent Neural Networks in TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours | 520 MB
Genre: eLearning | Language: English

Recurrent neural networks (RNNs) are ideal for considering sequences of data. In this course, you'll explore how word embeddings are used for sentiment analysis using neural networks.


Sentiment analysis and natural language processing are common problems to solve using machine learning techniques. Having accurate and good answers to questions without trudging through reviews requires the application of deep learning techniques such as neural networks. In this course, Sentiment Analysis with Recurrent Neural Networks in TensorFlow, you'll learn how to utilize recurrent neural networks (RNNs) to classify movie reviews based on sentiment. First, you'll discover how to generate word embeddings using the skip-gram method in the word2vec model, and see how this neural network can be optimized by using a special loss function, the noise contrastive estimator. Next, you'll delve into understanding RNNs and how to implement an RNN to classify movie reviews, and compare and contrast the neural network implementation with a standard machine learning model, the Naive Bayes algorithm. Finally, you'll learn how to implement the same RNN but with pre-built word embeddings. By the end of this course, you'll be able to understand and implement word embedding algorithms to generate numeric representations of text, and know how to build a basic classification model with RNNs using these word embeddings.

DOWNLOAD
uploadgig


nitroflare


rapidgator


turbobit
Direct Link:
BB-code Link:
HTML Link:
Loading...
Anthemion Jutoh 2.71.0 Multilingual MacOSX

Anthemion Jutoh 2.71.0 Multilingual MacOSX | 56.5 MB Jutoh makes it easy to create ebooks in

.
0
Amazing Spider-Man #25 (2017)

Amazing Spider-Man #25 English | CBR | 136 MB

.
0
A Cultural History of Rio de Janeiro after 1889: Glorious Decadence

A Cultural History of Rio de Janeiro after 1889: Glorious Decadence by Tom Winterbottom English |

.
0
High-Logic FontCreator Professional Edition 11.0.0.2412 (x64) Portable

High-Logic FontCreator Professional Edition 11.0.0.2412 (x64) Portable | 21 Mb MainType is a

.
0

Comments

reload, if the code cannot be seen