Welcome. The goal of this blog is to educate people of all abilities regarding machine learning, data visualization, deep learning and how I apply these skills in my work as a Data Scientist.
Latest Posts
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Deep Learning for Recommender Systems
A recommender system is a machine learning model, which predicts the preference a user would assign to an item. These systems are used to understand what facebook articles you’d like...
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Deep Learning for Named Entity Recognition using Apache MXNet
This tutorial shows how to implement a bidirectional LSTM-CNN deep neural network, for the task of named entity recognition, in Apache MXNet. The architecture is based on the model submitted...
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Deep Learning for Multivariate Time Series Forecasting using Apache MXNet
This tutorial shows how to implement LSTNet, a multivariate time series forecasting model submitted by Wei-Cheng Chang, Yiming Yang, Hanxiao Liu and Guokun Lai in their paper Modeling Long-...
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Deep Learning for NLP - Sentence Classification
In this series of blog posts I will outline two highly effective approaches to classifying sentences. This first post will cover a less freqently seen approach…. convolutional neural networks.