https://github.com/camara94/tensorflow-sequences-time-series-and-prediction
In this fourth course, you will learn how to build time series models in TensorFlow. You’ll first implement best practices to prepare time series data. You’ll also explore how RNNs and 1D ConvNets can be used for prediction. Finally, you’ll apply everything you’ve learned throughout the Specialization to build a sunspot prediction model using real-world data
https://github.com/camara94/tensorflow-sequences-time-series-and-prediction
deep-learning tensorflow tensorflow2 timeseries timeseries-analysis timeseries-forecasting
Last synced: 6 months ago
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In this fourth course, you will learn how to build time series models in TensorFlow. You’ll first implement best practices to prepare time series data. You’ll also explore how RNNs and 1D ConvNets can be used for prediction. Finally, you’ll apply everything you’ve learned throughout the Specialization to build a sunspot prediction model using real-world data
- Host: GitHub
- URL: https://github.com/camara94/tensorflow-sequences-time-series-and-prediction
- Owner: camara94
- License: mit
- Created: 2022-04-18T01:36:09.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-05-05T04:22:47.000Z (over 3 years ago)
- Last Synced: 2025-03-21T13:45:00.972Z (7 months ago)
- Topics: deep-learning, tensorflow, tensorflow2, timeseries, timeseries-analysis, timeseries-forecasting
- Language: Jupyter Notebook
- Homepage:
- Size: 27.1 MB
- Stars: 11
- Watchers: 1
- Forks: 5
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE