Predictive Analytics with TensorFlow 6.5: Using Word2vec for Sentiment Analysis

Predictive Analytics with TensorFlow 6.5: Using Word2vec for Sentiment Analysis

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

Created by

Wayground Content

FREE Resource

The video tutorial covers sentiment analysis using various models, including TF-IDF and Sibo. It explains the process of building a predictive model for movie review sentiment analysis using the Sibo method, with data from the Cornell University dataset. The tutorial details data preprocessing, dictionary building, and the creation and training of the Sibo model using TensorFlow. It also demonstrates reusing the trained model for sentiment prediction and concludes with a brief introduction to deep neural networks.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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