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[ FreeCourseWeb com ] Udemy - Time Series Analysis and Forecasting with Python
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1. Introduction
1. Course Content-en_US.srt
1. Course Content.mp4
2. Python IDE Installation 1-en_US.srt
2. Python IDE Installation 1.mp4
3. Python IDE Installation 2-en_US.srt
3. Python IDE Installation 2.mp4
4. Python IDE Installation 3-en_US.srt
4. Python IDE Installation 3.mp4
5. Installing Required Libraries-en_US.srt
5. Installing Required Libraries.mp4
2. Useful Packages
1. Notice!!-en_US.srt
1. Notice!!.mp4
10. Pandas 3-en_US.srt
10. Pandas 3.mp4
11. Pandas 4-en_US.srt
11. Pandas 4.mp4
12. Matplotlib 1-en_US.srt
12. Matplotlib 1.mp4
13. Matplotlib 2-en_US.srt
13. Matplotlib 2.mp4
14. Matplotlib 3-en_US.srt
14. Matplotlib 3.mp4
15. Matplotlib 4-en_US.srt
15. Matplotlib 4.mp4
16. Matplotlib 5-en_US.srt
16. Matplotlib 5.mp4
2. NumPy 1-en_US.srt
2. NumPy 1.mp4
3. NumPy 2-en_US.srt
3. NumPy 2.mp4
4. NumPy 3-en_US.srt
4. NumPy 3.mp4
5. NumPy 4-en_US.srt
5. NumPy 4.mp4
6. NumPy 5-en_US.srt
6. NumPy 5.mp4
7. NumPy 6-en_US.srt
7. NumPy 6.mp4
8. Pandas 1-en_US.srt
8. Pandas 1.mp4
9. Pandas 2-en_US.srt
9. Pandas 2.mp4
Source Codes.html
3. Pandas for Time Series Analysis
1. Create a Datetime with Pandas-en_US.srt
1. Create a Datetime with Pandas.mp4
2. Set Datetime as Index-en_US.srt
2. Set Datetime as Index.mp4
3. Resampling Method-en_US.srt
3. Resampling Method.mp4
Data-Set.csv
Pandas Date Frequencies.html
4. Statistical Models for Time Series Forecasting
1. Introduction to ARIMA-en_US.srt
1. Introduction to ARIMA.mp4
2. ARIMA Model Development 1-en_US.srt
2. ARIMA Model Development 1.mp4
3. ARIMA Model Development 2-en_US.srt
3. ARIMA Model Development 2.mp4
4. ARIMA Model Development 3-en_US.srt
4. ARIMA Model Development 3.mp4
5. Introduction to SARIMAX-en_US.srt
5. Introduction to SARIMAX.mp4
6. SARIMAX Model Development 1-en_US.srt
6. SARIMAX Model Development 1.mp4
7. SARIMAX Model Development 2-en_US.srt
7. SARIMAX Model Development 2.mp4
8. SARIMAX Model Development 3-en_US.srt
8. SARIMAX Model Development 3.mp4
Temp-Data.csv
5. Deep Learning for Time Series Forecasting
1. Introduction to Deep Learning - Basic Concepts-en_US.srt
1. Introduction to Deep Learning - Basic Concepts.mp4
10. Development of Univariate LSTM Model 4-en_US.srt
10. Development of Univariate LSTM Model 4.mp4
11. Development of Univariate LSTM Model 5-en_US.srt
11. Development of Univariate LSTM Model 5.mp4
12. Development of Univariate LSTM Model 6-en_US.srt
12. Development of Univariate LSTM Model 6.mp4
13. Development of Multivariate LSTM Model 1-en_US.srt
13. Development of Multivariate LSTM Model 1.mp4
14. Development of Multivariate LSTM Model 2-en_US.srt
14. Development of Multivariate LSTM Model 2.mp4
15. Development of Multivariate LSTM Model 3-en_US.srt
15. Development of Multivariate LSTM Model 3.mp4
16. Development of Multivariate LSTM Model 4-en_US.srt
16. Development of Multivariate LSTM Model 4.mp4
17. Development of Multivariate LSTM Model 5-en_US.srt
17. Development of Multivariate LSTM Model 5.mp4
2. Introduction to Deep Learning - Activation Function-en_US.srt
2. Introduction to Deep Learning - Activation Function.mp4
3. Introduction to Deep Learning - How Neural Network Learn-en_US.srt
3. Introduction to Deep Learning - How Neural Network Learn.mp4
4. Introduction to Deep Learning - Optimization-en_US.srt
4. Introduction to Deep Learning - Optimization.mp4
5. Introduction to Deep Learning - Recurrent Neural Network-en_US.srt
5. Introduction to Deep Learning - Recurrent Neural Network.mp4
6. Introduction to Deep Learning - LSTM Method-en_US.srt
6. Introduction to Deep Learning - LSTM Method.mp4
7. Development of Univariate LSTM Model 1-en_US.srt
7. Development of Univariate LSTM Model 1.mp4
8. Development of Univariate LSTM Model 2-en_US.srt
8. Development of Univariate LSTM Model 2.mp4
9. Development of Univariate LSTM Model 3-en_US.srt
9. Development of Univariate LSTM Model 3.mp4
Electricity-Consumption.csv
Solar-Data-Set.csv
Bonus Resources.txt
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