Written In The Stars: Predict Your Future with TensorFlow and MongoDB Charts
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✅ Written Article on Dev Center - https://mdb.link/8B5sG8PdFl0-written
Documentation:
✅ MongoDB Charts documentation - https://mdb.link/8B5sG8PdFl0-charts
✅ TensorFlow documentation - https://www.tensorflow.org/tutorials/structured_data/preprocessing_layers
Resources:
✅ Resource on Sentiment Analysis - https://medium.com/@sharma.tanish096/sentiment-analysis-using-pre-trained-models-and-transformer-28e9b9486641
✅ Resource on Building and Training our model - https://www.youtube.com/watch?v=VtRLrQ3Ev-U
✅ Balancing dataset resources - https://medium.com/@daniele.santiago/balancing-imbalanced-data-undersampling-and-oversampling-techniques-in-python-7c5378282290 and https://semaphoreci.com/blog/imbalanced-data-machine-learning-python
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Follow along with Anaiya Raisinghani, Developer Advocate at MongoDB, while she takes you through this super fun tutorial of utilizing TensorFlow and MongoDB Charts to figure out our future via horoscopes and machine learning!