Performing Sentiment Analysis of tweets using LSTM
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Updated
Dec 20, 2022 - Jupyter Notebook
Performing Sentiment Analysis of tweets using LSTM
MACHINE LEARNING / NLP / AMAZON SAGEMAKER: This an exemplary implementation of Web Application predicting if provided movie review is POSITIVE or NEGATIVE. This application uses Machine Learning model trained and deployed on Amazon SageMaker environment.
In this implementation, i have done sentiment analysis of Movies reviews from imdb dataset with LSTM using Keras API of Tensorflow.
Natural Language Processing Course- MOOC
Sentiment Analysis of Indonesian Negative Comments on Social Media Using Long Short-Term Memory (LSTM)
My data science portfolio featuring completed projects for academic, self-learning, and hobby purposes. Includes detailed descriptions of data analysis, visualization, machine learning, and deep learning projects such as predicting customer churn, analyzing social media sentiment, and detecting fraud in financial transactions,etc
Text classifier to classify app reviews on a scale of 1 to 5 using LSTM.
Assignment of Introduction to Artificial Intelligence
An LSTM model is trained in this project to identify the sentiment of a given review. Flask is used along with gunicorn to develop a web application that gives the sentiment of the user review. Docker and Kubernetes are used in the Google Cloud Platform to deploy and scale the model.
REST API para exponer modelo de red reuronal recurrente (LSTM) para analisis de sentimientos usando base de datos de twitter
Text-Shield-Offensive-Text-Detection
Sentiment classification: From ML to DL to very DL models
Sentiment Analysis with IMDB Movie Reviews
This repository contains experimental results and the comparitive study and implementation of Cerebral LSTM.
Rede Neural Artificial para análise de sentimentos em sentenças em língua inglesa. A Rede Neural Artificial Recursiva Long Short-Term Memory foi implementada para o treinamento do modelo de análise. Com a aplicação da RNA desenvolvida sobre uma base de dados pública com 50.000 registros de filmes usando GPU foi possível reduzir o tempo de treina…
Sentiment Analysis of Indonesian TikTok Review Using LSTM and IndoBERTweet Algorithm
LSTM (Long Short-Term Memory) is a type of recurrent neural network used for processing sequential data. It has the ability to store and access information over a longer period of time, allowing it to handle tasks such as language modeling, speech recognition, and sequence prediction.
Small NLP projects with Deep Learning techniques
Minor Project - Sentiment Analysis Model
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