TensorFlow Developer Certificate – Time Series, Sequences, and Predictions

Files Included :

1 Course Overview.mp4 (4.85 MB)
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1 Intended Outcome and Prerequisites.mp4 (5.76 MB)
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2 Defining Time Series and Sequences.mp4 (11.46 MB)
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3 Demo - Time Series Visualization.mp4 (9.05 MB)
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4 Data Preparation Techniques for Time Series Learning.mp4 (5.64 MB)
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5 Demo - Time Series Data Preparation.mp4 (11.52 MB)
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6 Addressing Sequence Bias in Time Series Analysis.mp4 (4.47 MB)
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7 Demo - Techniques for Identifying and Reducing Sequenc.mp4 (14.32 MB)
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1 Overview of Error Metrics.mp4 (5.64 MB)
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2 Understanding the Implications of Mean Absolute Error (M.mp4 (2.84 MB)
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3 Techniques for Model Training and Hyperparameter Tuning.mp4 (5.66 MB)
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4 Demo - Implementing Model Training and Evaluation.mp4 (11.9 MB)
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5 Implementing Recurrent Neural Networks (RNNs).mp4 (4.67 MB)
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6 Demo - Building an RNN for Time Series Prediction.mp4 (8.65 MB)
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7 Implementing Convolutional Neural Networks (CNNs).mp4 (5.15 MB)
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8 Demo - Implementing a CNN for Time Series Prediction.mp4 (9.92 MB)
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1 Understanding Data Windowing in Time Seri.mp4 (5.05 MB)
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2 Trailing and Centered Windows in Time Ser.mp4 (2.9 MB)
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3 Demo - Comparing Trailing Windows.mp4 (8.48 MB)
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4 Leveraging TensorFlow for Forecasting.mp4 (3.68 MB)
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5 Demo - Predictive Modelling with TensorFl.mp4 (14.13 MB)
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6 Advanced Forecasting Techniques with Tens.mp4 (5.23 MB)
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