Project - Sunspot Prediction Using Machine Learning

Files Included :

1 Introduction to Project.mp4 (8.68 MB)
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2 Understanding Sunspots.mp4 (44.22 MB)
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3 Understanding the Dataset.mp4 (20.88 MB)
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4 Getting into the Dataset.mp4 (30.61 MB)
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5 Visualising and Analysing the Data.mp4 (98.94 MB)
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1 Sequence Models for Time Series Data.mp4 (100.58 MB)
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2 Understanding LSTM.mp4 (50.97 MB)
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3 Switch to GPU before training the Model.mp4 (11.65 MB)
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4 Manipulate given data for LSTM.mp4 (18.66 MB)
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5 Understand the manipulation of Data.mp4 (90.66 MB)
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6 Train - Test Split of Data.mp4 (24.34 MB)
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1 Understanding the Parameters.mp4 (52.32 MB)
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2 Loss Function.mp4 (14.95 MB)
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3 Build LSTM model and understand the optimal Learning Rate.mp4 (115.35 MB)
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4 Code to find the optimal learning rate and then Train the model.mp4 (83.62 MB)
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5 Model Forecasting on Test data.mp4 (88.7 MB)
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6 Final Thoughts and Further Steps.mp4 (8.47 MB)
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