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Make an EZ neural machine translator

Learn Machine Learning

NMT - make an easy Neural Machine Translator

I haven't updated this blog for a few months. As there is something big happened in my hometown. But life must go on, so we come back here and learn a new topic --- NMT (Neural Machine Translation). You may try the translate service before (if not, let&

By Raven Hon 10 Nov 2019
Save and load a model

Learn Machine Learning

Save and Load your RNN model

In this blog, we tasted different kinds of machine learning projects so far. Our projects included prediction on stock price, image recognizer on hand writing, NLP on comment classification and others. There was one thing in common --- we used long time to train a model. It is okay to

By Raven Hon 25 Jun 2019
Happy learning with AWS

We code therefore we are

AWS Tutorial: Deep Learning on Amazon Web Services

So far, we have entered several Kaggle's machine learning competitions. Most of the time, we use Kaggle's free kernel to solve the puzzles. From the Deal Probability Prediction challenge, we reached the limit of Kaggle's kernel --- the 17 GB RAM limit, while we

By Raven Hon 24 Oct 2018
Teach our machine with Convolutional Neural Network

Learn Machine Learning

Python Image Recognizer with Convolutional Neural Network

On our data science journey, we have solved classification and regression problems. What's next? There is one popular machine learning territory we have not set feet on yet --- the image recognition. But now the wait is over, in this post we are going to teach our machine

By Raven Hon 11 Feb 2018
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