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Udemy - Time Series Analysis, Forecasting, and Machine Learning (12.2023)

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Report Udemy - Time Series Analysis, Forecasting, and Machine Learning (12.2023)
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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
7CE920D7577B2DBDF14AA0E2060116D3A193CBCC
Source
Unverified
Total Size
7.07 GB
Total Files
100
Seeders
4
Leechers
1
Health
2.00
Score
9
Type
Bookware

File List

FileSize
1. Welcome/1. Introduction and Outline.mp432.57 MB
1. Welcome/1. Introduction and Outline.srt7.63 KB
1. Welcome/2. Warmup (Optional).mp424.72 MB
1. Welcome/2. Warmup (Optional).srt6.13 KB
10. Deep Learning Recurrent Neural Networks (RNN)/1. RNN Section Introduction.mp420.52 MB
10. Deep Learning Recurrent Neural Networks (RNN)/1. RNN Section Introduction.srt6.37 KB
10. Deep Learning Recurrent Neural Networks (RNN)/10. LSTMs for Time Series Classification in Code.mp444.07 MB
10. Deep Learning Recurrent Neural Networks (RNN)/10. LSTMs for Time Series Classification in Code.srt5.43 KB
10. Deep Learning Recurrent Neural Networks (RNN)/11. The Unreasonable Ineffectiveness of Recurrent Neural Networks.mp415.46 MB
10. Deep Learning Recurrent Neural Networks (RNN)/11. The Unreasonable Ineffectiveness of Recurrent Neural Networks.srt4.18 KB
10. Deep Learning Recurrent Neural Networks (RNN)/12. RNN Section Summary.mp415.93 MB
10. Deep Learning Recurrent Neural Networks (RNN)/12. RNN Section Summary.srt3.81 KB
10. Deep Learning Recurrent Neural Networks (RNN)/2. Simple RNN Elman Unit (pt 1).mp438.74 MB
10. Deep Learning Recurrent Neural Networks (RNN)/2. Simple RNN Elman Unit (pt 1).srt11.52 KB
10. Deep Learning Recurrent Neural Networks (RNN)/3. Simple RNN Elman Unit (pt 2).mp440.01 MB
10. Deep Learning Recurrent Neural Networks (RNN)/3. Simple RNN Elman Unit (pt 2).srt12.9 KB
10. Deep Learning Recurrent Neural Networks (RNN)/4. Aside State Space Models vs. RNNs.mp418.62 MB
10. Deep Learning Recurrent Neural Networks (RNN)/4. Aside State Space Models vs. RNNs.srt4.37 KB
10. Deep Learning Recurrent Neural Networks (RNN)/5. RNN Code Preparation.mp434.14 MB
10. Deep Learning Recurrent Neural Networks (RNN)/5. RNN Code Preparation.srt11.1 KB
10. Deep Learning Recurrent Neural Networks (RNN)/6. RNNs Understanding by Implementing (Paying Attention to Shapes).mp455.53 MB
10. Deep Learning Recurrent Neural Networks (RNN)/6. RNNs Understanding by Implementing (Paying Attention to Shapes).srt10.01 KB
10. Deep Learning Recurrent Neural Networks (RNN)/7. GRU and LSTM (pt 1).mp480.02 MB
10. Deep Learning Recurrent Neural Networks (RNN)/7. GRU and LSTM (pt 1).srt22.85 KB
10. Deep Learning Recurrent Neural Networks (RNN)/8. GRU and LSTM (pt 2).mp450.24 MB
10. Deep Learning Recurrent Neural Networks (RNN)/8. GRU and LSTM (pt 2).srt14.81 KB
10. Deep Learning Recurrent Neural Networks (RNN)/9. LSTMs for Time Series Forecasting in Code.mp4197.71 MB
10. Deep Learning Recurrent Neural Networks (RNN)/9. LSTMs for Time Series Forecasting in Code.srt34.37 KB
11. VIP GARCH/1. GARCH Section Introduction.mp418.21 MB
11. VIP GARCH/1. GARCH Section Introduction.srt5.16 KB
11. VIP GARCH/10. GARCH Code (pt 3).mp443.96 MB
11. VIP GARCH/10. GARCH Code (pt 3).srt7.1 KB
11. VIP GARCH/11. GARCH Code (pt 4).mp441.27 MB
11. VIP GARCH/11. GARCH Code (pt 4).srt5.87 KB
11. VIP GARCH/12. GARCH Code (pt 5).mp431.9 MB
11. VIP GARCH/12. GARCH Code (pt 5).srt4.11 KB
11. VIP GARCH/13. A Deep Learning Approach to GARCH.mp446.09 MB
11. VIP GARCH/13. A Deep Learning Approach to GARCH.srt15.02 KB
11. VIP GARCH/14. GARCH Section Summary.mp430.82 MB
11. VIP GARCH/14. GARCH Section Summary.srt8.69 KB
11. VIP GARCH/2. ARCH Theory (pt 1).mp419.52 MB
11. VIP GARCH/2. ARCH Theory (pt 1).srt6.33 KB
11. VIP GARCH/3. ARCH Theory (pt 2).mp427.15 MB
11. VIP GARCH/3. ARCH Theory (pt 2).srt9.58 KB
11. VIP GARCH/4. ARCH Theory (pt 3).mp419.55 MB
11. VIP GARCH/4. ARCH Theory (pt 3).srt6.64 KB
11. VIP GARCH/5. GARCH Theory.mp427.49 MB
11. VIP GARCH/5. GARCH Theory.srt9.61 KB
11. VIP GARCH/6. GARCH Code Preparation (pt 1).mp437.92 MB
11. VIP GARCH/6. GARCH Code Preparation (pt 1).srt10.47 KB
11. VIP GARCH/7. GARCH Code Preparation (pt 2).mp440.01 MB
11. VIP GARCH/7. GARCH Code Preparation (pt 2).srt10.35 KB
11. VIP GARCH/8. GARCH Code (pt 1).mp433.26 MB
11. VIP GARCH/8. GARCH Code (pt 1).srt6.11 KB
11. VIP GARCH/9. GARCH Code (pt 2).mp451.93 MB
11. VIP GARCH/9. GARCH Code (pt 2).srt8.68 KB
12. VIP AWS Forecast/1. AWS Forecast Section Introduction.mp443.54 MB
12. VIP AWS Forecast/1. AWS Forecast Section Introduction.srt10.63 KB
12. VIP AWS Forecast/2. Data Model.mp448.97 MB
12. VIP AWS Forecast/2. Data Model.srt12.23 KB
12. VIP AWS Forecast/3. Creating an IAM Role.mp423.8 MB
12. VIP AWS Forecast/3. Creating an IAM Role.srt4.8 KB
12. VIP AWS Forecast/4. Code pt 1 (Getting and Transforming the Data).mp463.35 MB
12. VIP AWS Forecast/4. Code pt 1 (Getting and Transforming the Data).srt12.88 KB
12. VIP AWS Forecast/5. Code pt 2 (Uploading the data to S3).mp491.06 MB
12. VIP AWS Forecast/5. Code pt 2 (Uploading the data to S3).srt16.43 KB
12. VIP AWS Forecast/6. Code pt 3 (Building your Model).mp454.47 MB
12. VIP AWS Forecast/6. Code pt 3 (Building your Model).srt9.24 KB
12. VIP AWS Forecast/7. Code pt 4 (Generating and Evaluating the Forecast).mp449.88 MB
12. VIP AWS Forecast/7. Code pt 4 (Generating and Evaluating the Forecast).srt8.65 KB
12. VIP AWS Forecast/8. AWS Forecast Exercise.mp413.76 MB
12. VIP AWS Forecast/8. AWS Forecast Exercise.srt3.65 KB
12. VIP AWS Forecast/9. AWS Forecast Section Summary.mp425.46 MB
12. VIP AWS Forecast/9. AWS Forecast Section Summary.srt6.81 KB
13. VIP Facebook Prophet/1. Prophet Section Introduction.mp414.45 MB
13. VIP Facebook Prophet/1. Prophet Section Introduction.srt4.12 KB
13. VIP Facebook Prophet/10. (The Dangers of) Prophet for Stock Price Prediction.mp490.95 MB
13. VIP Facebook Prophet/10. (The Dangers of) Prophet for Stock Price Prediction.srt13.99 KB
13. VIP Facebook Prophet/11. Prophet Section Summary.mp413.47 MB
13. VIP Facebook Prophet/11. Prophet Section Summary.srt4.5 KB
13. VIP Facebook Prophet/2. How does Prophet work.mp440.74 MB
13. VIP Facebook Prophet/2. How does Prophet work.srt10.8 KB
13. VIP Facebook Prophet/3. Prophet Code Preparation.mp463.9 MB
13. VIP Facebook Prophet/3. Prophet Code Preparation.srt16.17 KB
13. VIP Facebook Prophet/4. Prophet in Code Data Preparation.mp454.73 MB
13. VIP Facebook Prophet/4. Prophet in Code Data Preparation.srt9.64 KB
13. VIP Facebook Prophet/5. Prophet in Code Fit, Forecast, Plot.mp455.21 MB
13. VIP Facebook Prophet/5. Prophet in Code Fit, Forecast, Plot.srt9.32 KB
13. VIP Facebook Prophet/6. Prophet in Code Holidays and Exogenous Regressors.mp467.92 MB
13. VIP Facebook Prophet/6. Prophet in Code Holidays and Exogenous Regressors.srt11.34 KB
13. VIP Facebook Prophet/7. Prophet in Code Cross-Validation.mp441.94 MB
13. VIP Facebook Prophet/7. Prophet in Code Cross-Validation.srt6.06 KB
13. VIP Facebook Prophet/8. Prophet in Code Changepoint Detection.mp437.96 MB
13. VIP Facebook Prophet/8. Prophet in Code Changepoint Detection.srt4.23 KB
13. VIP Facebook Prophet/9. Prophet Multiplicative Seasonality, Outliers, Non-Daily Data.mp467.8 MB
13. VIP Facebook Prophet/9. Prophet Multiplicative Seasonality, Outliers, Non-Daily Data.srt9.62 KB
14. Setting Up Your Environment FAQ/1. Pre-Installation Check.mp422.73 MB
14. Setting Up Your Environment FAQ/1. Pre-Installation Check.srt6.59 KB
14. Setting Up Your Environment FAQ/2. Anaconda Environment Setup.mp427.88 MB
14. Setting Up Your Environment FAQ/2. Anaconda Environment Setup.srt20.26 KB

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