Multivariate Time Series Forecasting using Encoder-Decoder

In this post, you will see how to implement a multivariate time series forecasting using Encoder – Decoder deep learning architecture. Once again, the dataset is taken from ICU Machine Learning repository. Briefly, as the site says : “the dataset contains 9358 instances of hourly averaged responses from an array of 5 metal oxide chemicalContinue reading Multivariate Time Series Forecasting using Encoder-Decoder

Sentiment analysis using Keras and Tensorflow

Sentiment analysis is actually one of the hottest topics in Deep learning area. It falls under the umbrella of NLP. Companies use sentiment analysis for product analytics, brand monitoring and many other applications. In this tutorial, you will discover how to develop sentiment analysis model using Deep Learning, specifically RNN. Once again, we will useContinue reading Sentiment analysis using Keras and Tensorflow