How to Use Tensorflow for Time Series (Live)
Skills:
ML Pipelines80%
We're going to use Tensorflow to predict the next event in a time series dataset. This can be applied to any kind of sequential data.
Code for this video:
https://github.com/llSourcell/rnn_tutorial
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More learning resources:
https://github.com/tgjeon/TensorFlow-Tutorials-for-Time-Series
https://cloud.google.com/solutions/machine-learning-with-financial-time-series-data
https://www.reddit.com/r/MachineLearning/comments/4ervmf/tensorflow_rnn_time_series_prediction/
https://danijar.com/introduction-to-recurrent-networks-in-tensorflow/
http://nbviewer.jupyter.org/github/jsseely/tensorflow-rnn-tutorial/blob/master/TensorFlow%20RNN%20tutorial.ipynb
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