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[FreeCourseSite.com] Udemy - Time Series Analysis, Forecasting, and Machine Learning

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7 GB

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3

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2

Files

96

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Other

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04/27/23 at 9:33pm GMT+1

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Udemy - Time Series Analysis, Forecasting, and Machine Learning [FCS]

Python for LSTMs, ARIMA, Deep Learning, AI, Support Vector Regression, +More Applied to Time Series Forecasting

Created by Lazy Programmer Team, Lazy Programmer Inc.

Last updated 3/2023

English

English [Auto]

File list

[FreeCourseSite.com] Udemy - Time Series Analysis, Forecasting, and Machine Learning
1. Welcome/1. Introduction and Outline.mp4 32.6 MB
1. Welcome/1. Introduction and Outline.srt 7.6 KB
1. Welcome/2. Warmup (Optional).mp4 24.7 MB
1. Welcome/2. Warmup (Optional).srt 6.1 KB
10. Deep Learning Recurrent Neural Networks (RNN)/1. RNN Section Introduction.mp4 20.5 MB
10. Deep Learning Recurrent Neural Networks (RNN)/1. RNN Section Introduction.srt 6.4 KB
10. Deep Learning Recurrent Neural Networks (RNN)/10. LSTMs for Time Series Classification in Code.mp4 44.1 MB
10. Deep Learning Recurrent Neural Networks (RNN)/10. LSTMs for Time Series Classification in Code.srt 5.4 KB
10. Deep Learning Recurrent Neural Networks (RNN)/11. The Unreasonable Ineffectiveness of Recurrent Neural Networks.mp4 15.5 MB
10. Deep Learning Recurrent Neural Networks (RNN)/11. The Unreasonable Ineffectiveness of Recurrent Neural Networks.srt 4.2 KB
10. Deep Learning Recurrent Neural Networks (RNN)/12. RNN Section Summary.mp4 15.9 MB
10. Deep Learning Recurrent Neural Networks (RNN)/12. RNN Section Summary.srt 3.8 KB
10. Deep Learning Recurrent Neural Networks (RNN)/2. Simple RNN Elman Unit (pt 1).mp4 38.7 MB
10. Deep Learning Recurrent Neural Networks (RNN)/2. Simple RNN Elman Unit (pt 1).srt 11.5 KB
10. Deep Learning Recurrent Neural Networks (RNN)/3. Simple RNN Elman Unit (pt 2).mp4 40 MB
10. Deep Learning Recurrent Neural Networks (RNN)/3. Simple RNN Elman Unit (pt 2).srt 12.9 KB
10. Deep Learning Recurrent Neural Networks (RNN)/4. Aside State Space Models vs. RNNs.mp4 18.6 MB
10. Deep Learning Recurrent Neural Networks (RNN)/4. Aside State Space Models vs. RNNs.srt 4.4 KB
10. Deep Learning Recurrent Neural Networks (RNN)/5. RNN Code Preparation.mp4 34.1 MB
10. Deep Learning Recurrent Neural Networks (RNN)/5. RNN Code Preparation.srt 11.1 KB
10. Deep Learning Recurrent Neural Networks (RNN)/6. RNNs Understanding by Implementing (Paying Attention to Shapes).mp4 55.5 MB
10. Deep Learning Recurrent Neural Networks (RNN)/6. RNNs Understanding by Implementing (Paying Attention to Shapes).srt 10 KB
10. Deep Learning Recurrent Neural Networks (RNN)/7. GRU and LSTM (pt 1).mp4 80 MB
10. Deep Learning Recurrent Neural Networks (RNN)/7. GRU and LSTM (pt 1).srt 22.8 KB
10. Deep Learning Recurrent Neural Networks (RNN)/8. GRU and LSTM (pt 2).mp4 50.2 MB
10. Deep Learning Recurrent Neural Networks (RNN)/8. GRU and LSTM (pt 2).srt 14.8 KB
10. Deep Learning Recurrent Neural Networks (RNN)/9. LSTMs for Time Series Forecasting in Code.mp4 197.7 MB
10. Deep Learning Recurrent Neural Networks (RNN)/9. LSTMs for Time Series Forecasting in Code.srt 34.4 KB
11. VIP GARCH/1. GARCH Section Introduction.mp4 18.2 MB
11. VIP GARCH/1. GARCH Section Introduction.srt 5.2 KB
11. VIP GARCH/10. GARCH Code (pt 3).mp4 44 MB
11. VIP GARCH/10. GARCH Code (pt 3).srt 7.1 KB
11. VIP GARCH/11. GARCH Code (pt 4).mp4 41.3 MB
11. VIP GARCH/11. GARCH Code (pt 4).srt 5.9 KB
11. VIP GARCH/12. GARCH Code (pt 5).mp4 31.9 MB
11. VIP GARCH/12. GARCH Code (pt 5).srt 4.1 KB
11. VIP GARCH/13. A Deep Learning Approach to GARCH.mp4 46.1 MB
11. VIP GARCH/13. A Deep Learning Approach to GARCH.srt 15 KB
11. VIP GARCH/14. GARCH Section Summary.mp4 30.8 MB
11. VIP GARCH/14. GARCH Section Summary.srt 8.7 KB
11. VIP GARCH/2. ARCH Theory (pt 1).mp4 19.5 MB
11. VIP GARCH/2. ARCH Theory (pt 1).srt 6.3 KB
11. VIP GARCH/3. ARCH Theory (pt 2).mp4 27.2 MB
11. VIP GARCH/3. ARCH Theory (pt 2).srt 9.6 KB
11. VIP GARCH/4. ARCH Theory (pt 3).mp4 19.5 MB
11. VIP GARCH/4. ARCH Theory (pt 3).srt 6.6 KB
11. VIP GARCH/5. GARCH Theory.mp4 27.5 MB
11. VIP GARCH/5. GARCH Theory.srt 9.6 KB
11. VIP GARCH/6. GARCH Code Preparation (pt 1).mp4 37.9 MB
11. VIP GARCH/6. GARCH Code Preparation (pt 1).srt 10.5 KB
11. VIP GARCH/7. GARCH Code Preparation (pt 2).mp4 40 MB
11. VIP GARCH/7. GARCH Code Preparation (pt 2).srt 10.4 KB
11. VIP GARCH/8. GARCH Code (pt 1).mp4 33.3 MB
11. VIP GARCH/8. GARCH Code (pt 1).srt 6.1 KB
11. VIP GARCH/9. GARCH Code (pt 2).mp4 51.9 MB
11. VIP GARCH/9. GARCH Code (pt 2).srt 8.7 KB
12. VIP AWS Forecast/1. AWS Forecast Section Introduction.mp4 43.5 MB
12. VIP AWS Forecast/1. AWS Forecast Section Introduction.srt 10.6 KB
12. VIP AWS Forecast/2. Data Model.mp4 49 MB
12. VIP AWS Forecast/2. Data Model.srt 12.2 KB
12. VIP AWS Forecast/3. Creating an IAM Role.mp4 23.8 MB
12. VIP AWS Forecast/3. Creating an IAM Role.srt 4.8 KB
12. VIP AWS Forecast/4. Code pt 1 (Getting and Transforming the Data).mp4 63.3 MB
12. VIP AWS Forecast/4. Code pt 1 (Getting and Transforming the Data).srt 12.9 KB
12. VIP AWS Forecast/5. Code pt 2 (Uploading the data to S3).mp4 91.1 MB
12. VIP AWS Forecast/5. Code pt 2 (Uploading the data to S3).srt 16.4 KB
12. VIP AWS Forecast/6. Code pt 3 (Building your Model).mp4 54.5 MB
12. VIP AWS Forecast/6. Code pt 3 (Building your Model).srt 9.2 KB
12. VIP AWS Forecast/7. Code pt 4 (Generating and Evaluating the Forecast).mp4 49.9 MB
12. VIP AWS Forecast/7. Code pt 4 (Generating and Evaluating the Forecast).srt 8.6 KB
12. VIP AWS Forecast/8. AWS Forecast Exercise.mp4 13.8 MB
12. VIP AWS Forecast/8. AWS Forecast Exercise.srt 3.6 KB
12. VIP AWS Forecast/9. AWS Forecast Section Summary.mp4 25.5 MB
12. VIP AWS Forecast/9. AWS Forecast Section Summary.srt 6.8 KB
13. VIP Facebook Prophet/1. Prophet Section Introduction.mp4 14.5 MB
13. VIP Facebook Prophet/1. Prophet Section Introduction.srt 4.1 KB
13. VIP Facebook Prophet/10. (The Dangers of) Prophet for Stock Price Prediction.mp4 91 MB
13. VIP Facebook Prophet/10. (The Dangers of) Prophet for Stock Price Prediction.srt 14 KB
13. VIP Facebook Prophet/11. Prophet Section Summary.mp4 13.5 MB
13. VIP Facebook Prophet/11. Prophet Section Summary.srt 4.5 KB
13. VIP Facebook Prophet/2. How does Prophet work.mp4 40.7 MB
13. VIP Facebook Prophet/2. How does Prophet work.srt 10.8 KB
13. VIP Facebook Prophet/3. Prophet Code Preparation.mp4 63.9 MB
13. VIP Facebook Prophet/3. Prophet Code Preparation.srt 16.2 KB
13. VIP Facebook Prophet/4. Prophet in Code Data Preparation.mp4 54.7 MB
13. VIP Facebook Prophet/4. Prophet in Code Data Preparation.srt 9.6 KB
13. VIP Facebook Prophet/5. Prophet in Code Fit, Forecast, Plot.mp4 55.2 MB
13. VIP Facebook Prophet/5. Prophet in Code Fit, Forecast, Plot.srt 9.3 KB
13. VIP Facebook Prophet/6. Prophet in Code Holidays and Exogenous Regressors.mp4 67.9 MB
13. VIP Facebook Prophet/6. Prophet in Code Holidays and Exogenous Regressors.srt 11.3 KB
13. VIP Facebook Prophet/7. Prophet in Code Cross-Validation.mp4 41.9 MB
13. VIP Facebook Prophet/7. Prophet in Code Cross-Validation.srt 6.1 KB
13. VIP Facebook Prophet/8. Prophet in Code Changepoint Detection.mp4 38 MB
13. VIP Facebook Prophet/8. Prophet in Code Changepoint Detection.srt 4.2 KB
13. VIP Facebook Prophet/9. Prophet Multiplicative Seasonality, Outliers, Non-Daily Data.mp4 67.8 MB
13. VIP Facebook Prophet/9. Prophet Multiplicative Seasonality, Outliers, Non-Daily Data.srt 9.6 KB

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