TensorFlow Developer Certificate - Time Series, Sequences, and Predictions --> [ CourseWikia ]


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Torrent Size : 161.03 MB



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Torrent File Content (47 files)


[ CourseWikia.com ] PluralSight - TensorFlow Developer Certificate - Time Series, Sequences, and Predictions
     Get Bonus Downloads Here.url -
181 bytes

    ~Get Your Files Here !
          1. Course Overview/1. Course Overview.mp4 -
4.85 MB

          1. Course Overview/1. Course Overview.vtt -
1.92 KB

          2. Understanding and Preparing Time Series Data/1. Intended Outcome and Prerequisites.mp4 -
5.76 MB

          2. Understanding and Preparing Time Series Data/1. Intended Outcome and Prerequisites.vtt -
3.83 KB

          2. Understanding and Preparing Time Series Data/2. Defining Time Series and Sequences.mp4 -
11.46 MB

          2. Understanding and Preparing Time Series Data/2. Defining Time Series and Sequences.vtt -
8.52 KB

          2. Understanding and Preparing Time Series Data/3. Demo - Time Series Visualization.mp4 -
9.05 MB

          2. Understanding and Preparing Time Series Data/3. Demo - Time Series Visualization.vtt -
3.93 KB

          2. Understanding and Preparing Time Series Data/4. Data Preparation Techniques for Time Series Learning.mp4 -
5.64 MB

          2. Understanding and Preparing Time Series Data/4. Data Preparation Techniques for Time Series Learning.vtt -
4.76 KB

          2. Understanding and Preparing Time Series Data/5. Demo - Time Series Data Preparation.mp4 -
11.52 MB

          2. Understanding and Preparing Time Series Data/5. Demo - Time Series Data Preparation.vtt -
4.99 KB

          2. Understanding and Preparing Time Series Data/6. Addressing Sequence Bias in Time Series Analysis.mp4 -
4.47 MB

          2. Understanding and Preparing Time Series Data/6. Addressing Sequence Bias in Time Series Analysis.vtt -
3.45 KB

          2. Understanding and Preparing Time Series Data/7. Demo - Techniques for Identifying and Reducing Sequenc.mp4 -
14.32 MB

          2. Understanding and Preparing Time Series Data/7. Demo - Techniques for Identifying and Reducing Sequenc.vtt -
5.37 KB

          3. Training and Evaluating Time Series Models/1. Overview of Error Metrics.mp4 -
5.64 MB

          3. Training and Evaluating Time Series Models/1. Overview of Error Metrics.vtt -
3.74 KB

          3. Training and Evaluating Time Series Models/2. Understanding the Implications of Mean Absolute Error (M.mp4 -
2.84 MB

          3. Training and Evaluating Time Series Models/2. Understanding the Implications of Mean Absolute Error (M.vtt -
1.71 KB

          3. Training and Evaluating Time Series Models/3. Techniques for Model Training and Hyperparameter Tuning.mp4 -
5.66 MB

          3. Training and Evaluating Time Series Models/3. Techniques for Model Training and Hyperparameter Tuning.vtt -
3.9 KB

          3. Training and Evaluating Time Series Models/4. Demo - Implementing Model Training and Evaluation.mp4 -
11.9 MB

          3. Training and Evaluating Time Series Models/4. Demo - Implementing Model Training and Evaluation.vtt -
4.48 KB

          3. Training and Evaluating Time Series Models/5. Implementing Recurrent Neural Networks (RNNs).mp4 -
4.67 MB

          3. Training and Evaluating Time Series Models/5. Implementing Recurrent Neural Networks (RNNs).vtt -
2.62 KB

          3. Training and Evaluating Time Series Models/6. Demo - Building an RNN for Time Series Prediction.mp4 -
8.65 MB

          3. Training and Evaluating Time Series Models/6. Demo - Building an RNN for Time Series Prediction.vtt -
3.35 KB

          3. Training and Evaluating Time Series Models/7. Implementing Convolutional Neural Networks (CNNs).mp4 -
5.15 MB

          3. Training and Evaluating Time Series Models/7. Implementing Convolutional Neural Networks (CNNs).vtt -
2.42 KB

          3. Training and Evaluating Time Series Models/8. Demo - Implementing a CNN for Time Series Prediction.mp4 -
9.92 MB

          3. Training and Evaluating Time Series Models/8. Demo - Implementing a CNN for Time Series Prediction.vtt -
3.25 KB

          4. Implementing Advanced Techniques for Time Series Analysis/1. Understanding Data Windowing in Time Seri.mp4 -
5.05 MB

          4. Implementing Advanced Techniques for Time Series Analysis/1. Understanding Data Windowing in Time Seri.vtt -
3.48 KB

          4. Implementing Advanced Techniques for Time Series Analysis/2. Trailing and Centered Windows in Time Ser.mp4 -
2.9 MB

          4. Implementing Advanced Techniques for Time Series Analysis/2. Trailing and Centered Windows in Time Ser.vtt -
1.99 KB

          4. Implementing Advanced Techniques for Time Series Analysis/3. Demo - Comparing Trailing Windows.mp4 -
8.48 MB

          4. Implementing Advanced Techniques for Time Series Analysis/3. Demo - Comparing Trailing Windows.vtt -
2.59 KB

          4. Implementing Advanced Techniques for Time Series Analysis/4. Leveraging TensorFlow for Forecasting.mp4 -
3.68 MB

          4. Implementing Advanced Techniques for Time Series Analysis/4. Leveraging TensorFlow for Forecasting.vtt -
2.16 KB

          4. Implementing Advanced Techniques for Time Series Analysis/5. Demo - Predictive Modelling with TensorFl.mp4 -
14.13 MB

          4. Implementing Advanced Techniques for Time Series Analysis/5. Demo - Predictive Modelling with TensorFl.vtt -
4.23 KB

          4. Implementing Advanced Techniques for Time Series Analysis/6. Advanced Forecasting Techniques with Tens.mp4 -
5.23 MB

          4. Implementing Advanced Techniques for Time Series Analysis/6. Advanced Forecasting Techniques with Tens.vtt -
3.02 KB

          Bonus Resources.txt -
386 bytes

          playlist.m3u -
2.17 KB



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