Udemy - Master Time Series Analysis and Forecasting with Python 2025 (2.2025)

File Name

Size

01. Time Series Analysis and Forecasting with Python/1. Time Series Analysis and Forecasting with Python.mp4

10 MB

01. Time Series Analysis and Forecasting with Python/1. Time Series Analysis and Forecasting with Python.vtt

2.0 kB

01. Time Series Analysis and Forecasting with Python/2. Course Introduction.mp4

17 MB

01. Time Series Analysis and Forecasting with Python/2. Course Introduction.vtt

3.4 kB

01. Time Series Analysis and Forecasting with Python/3. ACTION Download the Course Materials.html

523 B

01. Time Series Analysis and Forecasting with Python/4. Diogo's Introduction and Background.mp4

28 MB

01. Time Series Analysis and Forecasting with Python/4. Diogo's Introduction and Background.vtt

2.7 kB

01. Time Series Analysis and Forecasting with Python/5. Unlimited Updates and Enhancements 2025.mp4

28 MB

01. Time Series Analysis and Forecasting with Python/5. Unlimited Updates and Enhancements 2025.vtt

1.6 kB

01. Time Series Analysis and Forecasting with Python/6. Submit Your Update and Enhancement Requests Here.html

296 B

02. PART 1 - TIME SERIES ANALYSIS/1. Time Series Analysis Overview.mp4

41 MB

02. PART 1 - TIME SERIES ANALYSIS/1. Time Series Analysis Overview.vtt

3.5 kB

03. Introduction to Time Series Forecasting/1. Game Plan for Introduction to Time Series Forecasting.mp4

18 MB

03. Introduction to Time Series Forecasting/1. Game Plan for Introduction to Time Series Forecasting.vtt

2.7 kB

03. Introduction to Time Series Forecasting/10. Python - Seasonal Decomposition.mp4

74 MB

03. Introduction to Time Series Forecasting/10. Python - Seasonal Decomposition.vtt

11 kB

03. Introduction to Time Series Forecasting/11. Auto-Correlation.mp4

11 MB

03. Introduction to Time Series Forecasting/11. Auto-Correlation.vtt

2.4 kB

03. Introduction to Time Series Forecasting/12. Python - Auto-correlation.mp4

42 MB

03. Introduction to Time Series Forecasting/12. Python - Auto-correlation.vtt

7.0 kB

03. Introduction to Time Series Forecasting/13. Partial Auto-Correlation.mp4

15 MB

03. Introduction to Time Series Forecasting/13. Partial Auto-Correlation.vtt

3.0 kB

03. Introduction to Time Series Forecasting/14. Python - Partial Auto-Correlation.mp4

29 MB

03. Introduction to Time Series Forecasting/14. Python - Partial Auto-Correlation.vtt

4.9 kB

03. Introduction to Time Series Forecasting/15. Python - Building a Useful Function Script.mp4

38 MB

03. Introduction to Time Series Forecasting/15. Python - Building a Useful Function Script.vtt

3.8 kB

03. Introduction to Time Series Forecasting/16. Can you predict stock prices.mp4

20 MB

03. Introduction to Time Series Forecasting/16. Can you predict stock prices.vtt

3.0 kB

03. Introduction to Time Series Forecasting/17. What did we learn in this section.mp4

15 MB

03. Introduction to Time Series Forecasting/17. What did we learn in this section.vtt

2.4 kB

03. Introduction to Time Series Forecasting/18. CASE STUDY Forecasting Gone Wrong.mp4

63 MB

03. Introduction to Time Series Forecasting/18. CASE STUDY Forecasting Gone Wrong.vtt

5.3 kB

03. Introduction to Time Series Forecasting/19. Will you help me.mp4

14 MB

03. Introduction to Time Series Forecasting/19. Will you help me.vtt

1003 B

03. Introduction to Time Series Forecasting/2. What is Time Series Data.mp4

14 MB

03. Introduction to Time Series Forecasting/2. What is Time Series Data.vtt

3.0 kB

03. Introduction to Time Series Forecasting/20. Your Feedback is Valuable.html

521 B

03. Introduction to Time Series Forecasting/3. Python - Libraries and Data.mp4

24 MB

03. Introduction to Time Series Forecasting/3. Python - Libraries and Data.vtt

3.8 kB

03. Introduction to Time Series Forecasting/4. Python - Time Series Index.mp4

74 MB

03. Introduction to Time Series Forecasting/4. Python - Time Series Index.vtt

9.5 kB

03. Introduction to Time Series Forecasting/5. Python - Exploratory Data Analysis.mp4

53 MB

03. Introduction to Time Series Forecasting/5. Python - Exploratory Data Analysis.vtt

8.4 kB

03. Introduction to Time Series Forecasting/6. Python - Data Visualization.mp4

45 MB

03. Introduction to Time Series Forecasting/6. Python - Data Visualization.vtt

6.9 kB

03. Introduction to Time Series Forecasting/7. Python - Data Manipulation.mp4

79 MB

03. Introduction to Time Series Forecasting/7. Python - Data Manipulation.vtt

10 kB

03. Introduction to Time Series Forecasting/8. Seasonal Decomposition.mp4

27 MB

03. Introduction to Time Series Forecasting/8. Seasonal Decomposition.vtt

4.1 kB

03. Introduction to Time Series Forecasting/9. Python - Seasonal Plots.mp4

51 MB

03. Introduction to Time Series Forecasting/9. Python - Seasonal Plots.vtt

8.6 kB

04. Exponential Smoothing & Holt-Winters/1. Game Plan For Exponential Smoothing and Holt-Winters.mp4

22 MB

04. Exponential Smoothing & Holt-Winters/1. Game Plan For Exponential Smoothing and Holt-Winters.vtt

2.7 kB

04. Exponential Smoothing & Holt-Winters/10. Double Exponential Smoothing.mp4

17 MB

04. Exponential Smoothing & Holt-Winters/10. Double Exponential Smoothing.vtt

3.3 kB

04. Exponential Smoothing & Holt-Winters/11. Python - Double Exponential Smoothing.mp4

57 MB

04. Exponential Smoothing & Holt-Winters/11. Python - Double Exponential Smoothing.vtt

7.0 kB

04. Exponential Smoothing & Holt-Winters/12. Triple Exponential Smoothing aka Holt-Winters.mp4

26 MB

04. Exponential Smoothing & Holt-Winters/12. Triple Exponential Smoothing aka Holt-Winters.vtt

4.8 kB

04. Exponential Smoothing & Holt-Winters/13. Python - Triple Exponential Smoothing aka Holt-Winters.mp4

36 MB

04. Exponential Smoothing & Holt-Winters/13. Python - Triple Exponential Smoothing aka Holt-Winters.vtt

4.2 kB

04. Exponential Smoothing & Holt-Winters/14. Measuring Errors for Time Series Forecasting.mp4

34 MB

04. Exponential Smoothing & Holt-Winters/14. Measuring Errors for Time Series Forecasting.vtt

7.0 kB

04. Exponential Smoothing & Holt-Winters/15. Python - MAE, RMSE, MAPE.mp4

91 MB

04. Exponential Smoothing & Holt-Winters/15. Python - MAE, RMSE, MAPE.vtt

10 kB

04. Exponential Smoothing & Holt-Winters/16. Python - Predicting The Future.mp4

52 MB

04. Exponential Smoothing & Holt-Winters/16. Python - Predicting The Future.vtt

6.1 kB

04. Exponential Smoothing & Holt-Winters/17. Python - Daily Data.mp4

92 MB

04. Exponential Smoothing & Holt-Winters/17. Python - Daily Data.vtt

8.8 kB

04. Exponential Smoothing & Holt-Winters/18. Python - Working on the Useful Code Script.mp4

25 MB

04. Exponential Smoothing & Holt-Winters/18. Python - Working on the Useful Code Script.vtt

2.5 kB

04. Exponential Smoothing & Holt-Winters/19. Holt-Winter Pros and Cons.mp4

16 MB

04. Exponential Smoothing & Holt-Winters/19. Holt-Winter Pros and Cons.vtt

3.9 kB

04. Exponential Smoothing & Holt-Winters/2. CASE STUDY BRIEFING Customer Complaints.mp4

17 MB

04. Exponential Smoothing & Holt-Winters/2. CASE STUDY BRIEFING Customer Complaints.vtt

2.9 kB

04. Exponential Smoothing & Holt-Winters/3. Python - Set Up.mp4

62 MB

04. Exponential Smoothing & Holt-Winters/3. Python - Set Up.vtt

7.0 kB

04. Exponential Smoothing & Holt-Winters/4. Python - Data Processing.mp4

40 MB

04. Exponential Smoothing & Holt-Winters/4. Python - Data Processing.vtt

6.1 kB

04. Exponential Smoothing & Holt-Winters/5. Python - Exploratory Data Analysis.mp4

59 MB

04. Exponential Smoothing & Holt-Winters/5. Python - Exploratory Data Analysis.vtt

8.4 kB

04. Exponential Smoothing & Holt-Winters/6. Training and Test Set in Time Series.mp4

16 MB

04. Exponential Smoothing & Holt-Winters/6. Training and Test Set in Time Series.vtt

2.9 kB

04. Exponential Smoothing & Holt-Winters/7. Python - Training and Test Set.mp4

14 MB

04. Exponential Smoothing & Holt-Winters/7. Python - Training and Test Set.vtt

2.7 kB

04. Exponential Smoothing & Holt-Winters/8. Simple Exponential Smoothing.mp4

24 MB

04. Exponential Smoothing & Holt-Winters/8. Simple Exponential Smoothing.vtt

4.4 kB

04. Exponential Smoothing & Holt-Winters/9. Python - Simple Exponential Smoothing.mp4

52 MB

04. Exponential Smoothing & Holt-Winters/9. Python - Simple Exponential Smoothing.vtt

6.9 kB

05. HOLT-WINTERS CAPSTONE PROJECT Air miles/1. Project Presentation Air miles.mp4

12 MB

05. HOLT-WINTERS CAPSTONE PROJECT Air miles/1. Project Presentation Air miles.vtt

1.3 kB

05. HOLT-WINTERS CAPSTONE PROJECT Air miles/2. Python Solutions Setting up and EDA.mp4

146 MB

05. HOLT-WINTERS CAPSTONE PROJECT Air miles/2. Python Solutions Setting up and EDA.vtt

16 kB

05. HOLT-WINTERS CAPSTONE PROJECT Air miles/3. Python Solutions Model building and Assessment.mp4

84 MB

05. HOLT-WINTERS CAPSTONE PROJECT Air miles/3. Python Solutions Model building and Assessment.vtt

8.8 kB

06. ARIMA, SARIMA and SARIMAX/1. Game Plan for ARIMA, SARIMA and SARIMAX.mp4

20 MB

06. ARIMA, SARIMA and SARIMAX/1. Game Plan for ARIMA, SARIMA and SARIMAX.vtt

3.5 kB

06. ARIMA, SARIMA and SARIMAX/10. AIC and BIC.mp4

26 MB

06. ARIMA, SARIMA and SARIMAX/10. AIC and BIC.vtt

5.1 kB

06. ARIMA, SARIMA and SARIMAX/11. SARIMA.mp4

19 MB

06. ARIMA, SARIMA and SARIMAX/11. SARIMA.vtt

3.2 kB

06. ARIMA, SARIMA and SARIMAX/12. Python - SARIMA.mp4

62 MB

06. ARIMA, SARIMA and SARIMAX/12. Python - SARIMA.vtt

6.3 kB

06. ARIMA, SARIMA and SARIMAX/13. SARIMAX.mp4

17 MB

06. ARIMA, SARIMA and SARIMAX/13. SARIMAX.vtt

2.9 kB

06. ARIMA, SARIMA and SARIMAX/14. Python - SARIMAX.mp4

82 MB

06. ARIMA, SARIMA and SARIMAX/14. Python - SARIMAX.vtt

9.2 kB

06. ARIMA, SARIMA and SARIMAX/15. Cross-Validation for Time Series.mp4

18 MB

06. ARIMA, SARIMA and SARIMAX/15. Cross-Validation for Time Series.vtt

2.9 kB

06. ARIMA, SARIMA and SARIMAX/16. Python - Cross-Validation.mp4

101 MB

06. ARIMA, SARIMA and SARIMAX/16. Python - Cross-Validation.vtt

12 kB

06. ARIMA, SARIMA and SARIMAX/17. Parameter Tuning.mp4

16 MB

06. ARIMA, SARIMA and SARIMAX/17. Parameter Tuning.vtt

2.3 kB

06. ARIMA, SARIMA and SARIMAX/18. Python - Setting the Parameters.mp4

49 MB

06. ARIMA, SARIMA and SARIMAX/18. Python - Setting the Parameters.vtt

6.1 kB

06. ARIMA, SARIMA and SARIMAX/19. Python - Parameter Tuning.mp4

151 MB

06. ARIMA, SARIMA and SARIMAX/19. Python - Parameter Tuning.vtt

14 kB

06. ARIMA, SARIMA and SARIMAX/2. CASE STUDY BRIEFING Predicting Daily Revenues.mp4

25 MB

06. ARIMA, SARIMA and SARIMAX/2. CASE STUDY BRIEFING Predicting Daily Revenues.vtt

3.6 kB

06. ARIMA, SARIMA and SARIMAX/20. Python - Parameter Tuning Results.mp4

30 MB

06. ARIMA, SARIMA and SARIMAX/20. Python - Parameter Tuning Results.vtt

3.6 kB

06. ARIMA, SARIMA and SARIMAX/21. Python - Predicting The Future Set Up.mp4

38 MB

06. ARIMA, SARIMA and SARIMAX/21. Python - Predicting The Future Set Up.vtt

5.5 kB

06. ARIMA, SARIMA and SARIMAX/22. Python - Predicting The Future.mp4

35 MB

06. ARIMA, SARIMA and SARIMAX/22. Python - Predicting The Future.vtt

4.5 kB

06. ARIMA, SARIMA and SARIMAX/23. SARIMAX Pros and Cons.mp4

15 MB

06. ARIMA, SARIMA and SARIMAX/23. SARIMAX Pros and Cons.vtt

2.7 kB

06. ARIMA, SARIMA and SARIMAX/3. Python - Setting Up.mp4

94 MB

06. ARIMA, SARIMA and SARIMAX/3. Python - Setting Up.vtt

11 kB

06. ARIMA, SARIMA and SARIMAX/4. ARIMA.mp4

19 MB

06. ARIMA, SARIMA and SARIMAX/4. ARIMA.vtt

3.9 kB

06. ARIMA, SARIMA and SARIMAX/5. Auto-Regressive.mp4

24 MB

06. ARIMA, SARIMA and SARIMAX/5. Auto-Regressive.vtt

4.5 kB

06. ARIMA, SARIMA and SARIMAX/6. Integrated.mp4

27 MB

06. ARIMA, SARIMA and SARIMAX/6. Integrated.vtt

5.0 kB

06. ARIMA, SARIMA and SARIMAX/7. Python - Stationarity with ChatGPT.mp4

66 MB

06. ARIMA, SARIMA and SARIMAX/7. Python - Stationarity with ChatGPT.vtt

7.3 kB

06. ARIMA, SARIMA and SARIMAX/8. Moving Average.mp4

15 MB

06. ARIMA, SARIMA and SARIMAX/8. Moving Average.vtt

2.6 kB

06. ARIMA, SARIMA and SARIMAX/9. Python - ARIMA.mp4

90 MB

06. ARIMA, SARIMA and SARIMAX/9. Python - ARIMA.vtt

9.7 kB

07. PART 2 MODERN TIME SERIES FORECASTING/1. Modern Time Series Forecasting Overview.mp4

29 MB

07. PART 2 MODERN TIME SERIES FORECASTING/1. Modern Time Series Forecasting Overview.vtt

3.5 kB

08. (Facebook) Prophet/1. Game Plan for Facebook Prophet.mp4

25 MB

08. (Facebook) Prophet/1. Game Plan for Facebook Prophet.vtt

3.9 kB

08. (Facebook) Prophet/10. Python - Prophet Model.mp4

90 MB

08. (Facebook) Prophet/10. Python - Prophet Model.vtt

6.2 kB

08. (Facebook) Prophet/11. Python - Regressor Coefficients with ChatGPT.mp4

148 MB

08. (Facebook) Prophet/11. Python - Regressor Coefficients with ChatGPT.vtt

9.8 kB

08. (Facebook) Prophet/12. Python - Cross-Validation.mp4

98 MB

08. (Facebook) Prophet/12. Python - Cross-Validation.vtt

7.0 kB

08. (Facebook) Prophet/13. Python - Performance Metrics.mp4

99 MB

08. (Facebook) Prophet/13. Python - Performance Metrics.vtt

7.0 kB

08. (Facebook) Prophet/14. Python - Fixing 2012-10-29 with ChatGPT.mp4

243 MB

08. (Facebook) Prophet/14. Python - Fixing 2012-10-29 with ChatGPT.vtt

16 kB

08. (Facebook) Prophet/15. Python - Feature Engineering.mp4

188 MB

08. (Facebook) Prophet/15. Python - Feature Engineering.vtt

12 kB

08. (Facebook) Prophet/16. Python - Parameter Tuning Set Up.mp4

51 MB

08. (Facebook) Prophet/16. Python - Parameter Tuning Set Up.vtt

3.4 kB

08. (Facebook) Prophet/17. Python - Parameter Tuning.mp4

78 MB

08. (Facebook) Prophet/17. Python - Parameter Tuning.vtt

4.7 kB

08. (Facebook) Prophet/18. Python - Parameter Tuning Outcome.mp4

66 MB

08. (Facebook) Prophet/18. Python - Parameter Tuning Outcome.vtt

4.6 kB

08. (Facebook) Prophet/19. Python - Predicting The Future Set Up.mp4

110 MB

08. (Facebook) Prophet/19. Python - Predicting The Future Set Up.vtt

6.7 kB

08. (Facebook) Prophet/2. Structural Time Series and Prophet.mp4

55 MB

08. (Facebook) Prophet/2. Structural Time Series and Prophet.vtt

9.8 kB

08. (Facebook) Prophet/20. Python - Tuned Prophet Model.mp4

38 MB

08. (Facebook) Prophet/20. Python - Tuned Prophet Model.vtt

2.8 kB

08. (Facebook) Prophet/21. Python - Forecasting.mp4

121 MB

08. (Facebook) Prophet/21. Python - Forecasting.vtt

7.7 kB

08. (Facebook) Prophet/22. Python - Prophet Data Visualization with ChatGPT.mp4

115 MB

08. (Facebook) Prophet/22. Python - Prophet Data Visualization with ChatGPT.vtt

7.8 kB

08. (Facebook) Prophet/23. Prophet Pros and Cons.mp4

13 MB

08. (Facebook) Prophet/23. Prophet Pros and Cons.vtt

3.7 kB

08. (Facebook) Prophet/3. CASE STUDY BRIEFING Bike Sharing.mp4

29 MB

08. (Facebook) Prophet/3. CASE STUDY BRIEFING Bike Sharing.vtt

3.7 kB

08. (Facebook) Prophet/4. Python - Directory and Libraries.mp4

106 MB

08. (Facebook) Prophet/4. Python - Directory and Libraries.vtt

8.1 kB

08. (Facebook) Prophet/5. Python - Preparing Data.mp4

135 MB

08. (Facebook) Prophet/5. Python - Preparing Data.vtt

9.9 kB

08. (Facebook) Prophet/6. Python - Exploratory Data Analysis.mp4

140 MB

08. (Facebook) Prophet/6. Python - Exploratory Data Analysis.vtt

10 kB

08. (Facebook) Prophet/7. Dynamic Holidays.mp4

21 MB

08. (Facebook) Prophet/7. Dynamic Holidays.vtt

4.0 kB

08. (Facebook) Prophet/8. Python - Holidays.mp4

145 MB

08. (Facebook) Prophet/8. Python - Holidays.vtt

11 kB

08. (Facebook) Prophet/9. Prophet Model Parameters.mp4

27 MB

08. (Facebook) Prophet/9. Prophet Model Parameters.vtt

5.3 kB

09. CAPTONE PROJECT Prophet/1. Project Introduction.mp4

61 MB

09. CAPTONE PROJECT Prophet/2. Python - Challenge Solutions Part 1.mp4

192 MB

09. CAPTONE PROJECT Prophet/2. Python - Challenge Solutions Part 1.vtt

13 kB

09. CAPTONE PROJECT Prophet/3. Python - Challenge Solutions Part 2.mp4

367 MB

09. CAPTONE PROJECT Prophet/3. Python - Challenge Solutions Part 2.vtt

25 kB

09. CAPTONE PROJECT Prophet/4. Python - Challenge Solutions Part 3.mp4

73 MB

09. CAPTONE PROJECT Prophet/4. Python - Challenge Solutions Part 3.vtt

4.3 kB

10. Linkedin Silverkite/1. Game Plan for Linkedin Silverkite.mp4

16 MB

10. Linkedin Silverkite/1. Game Plan for Linkedin Silverkite.vtt

2.6 kB

10. Linkedin Silverkite/10. Python - Growth terms.mp4

42 MB

10. Linkedin Silverkite/10. Python - Growth terms.vtt

2.8 kB

10. Linkedin Silverkite/11. Types of Seasonality.mp4

29 MB

10. Linkedin Silverkite/11. Types of Seasonality.vtt

5.6 kB

10. Linkedin Silverkite/12. Python - Seasonality.mp4

38 MB

10. Linkedin Silverkite/12. Python - Seasonality.vtt

2.1 kB

10. Linkedin Silverkite/13. Python - Available Countries and Holidays.mp4

131 MB

10. Linkedin Silverkite/13. Python - Available Countries and Holidays.vtt

8.5 kB

10. Linkedin Silverkite/14. Python - Changepoints.mp4

36 MB

10. Linkedin Silverkite/14. Python - Changepoints.vtt

2.1 kB

10. Linkedin Silverkite/15. Lagged Regressors.mp4

18 MB

10. Linkedin Silverkite/15. Lagged Regressors.vtt

3.1 kB

10. Linkedin Silverkite/16. Python - Regressors, Lagged Regressors and Autoregression.mp4

52 MB

10. Linkedin Silverkite/16. Python - Regressors, Lagged Regressors and Autoregression.vtt

3.9 kB

10. Linkedin Silverkite/17. Fitting the data.mp4

22 MB

10. Linkedin Silverkite/17. Fitting the data.vtt

3.6 kB

10. Linkedin Silverkite/18. Ridge.mp4

42 MB

10. Linkedin Silverkite/18. Ridge.vtt

7.2 kB

10. Linkedin Silverkite/19. Gradient Boosting - Boosting.mp4

34 MB

10. Linkedin Silverkite/19. Gradient Boosting - Boosting.vtt

7.3 kB

10. Linkedin Silverkite/2. LinkedIn Silverkite.mp4

8.2 MB

10. Linkedin Silverkite/2. LinkedIn Silverkite.vtt

3.5 kB

10. Linkedin Silverkite/20. Gradient Boosting - Feature Sampling.mp4

16 MB

10. Linkedin Silverkite/20. Gradient Boosting - Feature Sampling.vtt

2.8 kB

10. Linkedin Silverkite/21. Python - Custom Elements and Silverkite Model.mp4

74 MB

10. Linkedin Silverkite/21. Python - Custom Elements and Silverkite Model.vtt

4.7 kB

10. Linkedin Silverkite/22. Python - Silverkite Cross-Validation.mp4

242 MB

10. Linkedin Silverkite/22. Python - Silverkite Cross-Validation.vtt

17 kB

10. Linkedin Silverkite/23. Python - Parameter Tuning Results.mp4

104 MB

10. Linkedin Silverkite/23. Python - Parameter Tuning Results.vtt

7.4 kB

10. Linkedin Silverkite/24. Python - Visualization and Forecast.mp4

128 MB

10. Linkedin Silverkite/24. Python - Visualization and Forecast.vtt

9.4 kB

10. Linkedin Silverkite/25. Linkedin Silverkite Pros and Cons.mp4

15 MB

10. Linkedin Silverkite/25. Linkedin Silverkite Pros and Cons.vtt

2.3 kB

10. Linkedin Silverkite/3. Linkedin Silverkite versus Facebook Prophet.mp4

21 MB

10. Linkedin Silverkite/3. Linkedin Silverkite versus Facebook Prophet.vtt

3.8 kB

10. Linkedin Silverkite/4. IMPORTANT January 2025 Warning.html

1.1 kB

10. Linkedin Silverkite/5. Python - Directory and Libraries.mp4

129 MB

10. Linkedin Silverkite/5. Python - Directory and Libraries.vtt

7.7 kB

10. Linkedin Silverkite/6. Python - Loading and Preparing Data.mp4

72 MB

10. Linkedin Silverkite/6. Python - Loading and Preparing Data.vtt

4.7 kB

10. Linkedin Silverkite/7. Python - Metadata.mp4

67 MB

10. Linkedin Silverkite/7. Python - Metadata.vtt

3.9 kB

10. Linkedin Silverkite/8. Model Components.mp4

34 MB

10. Linkedin Silverkite/8. Model Components.vtt

4.7 kB

10. Linkedin Silverkite/9. Growth terms.mp4

19 MB

10. Linkedin Silverkite/9. Growth terms.vtt

3.9 kB

11. PART 3 - DEEP LEARNING FOR TIME SERIES FORECASTING/1. Deep Learning for Time Series Forecasting Overview.mp4

22 MB

11. PART 3 - DEEP LEARNING FOR TIME SERIES FORECASTING/1. Deep Learning for Time Series Forecasting Overview.vtt

2.6 kB

12. RNN - LSTM/1. Game Plan for LSTM.mp4

59 MB

12. RNN - LSTM/1. Game Plan for LSTM.vtt

2.9 kB

12. RNN - LSTM/10. LSTM parameters.mp4

21 MB

12. RNN - LSTM/10. LSTM parameters.vtt

3.4 kB

12. RNN - LSTM/11. Activation Functions.mp4

28 MB

12. RNN - LSTM/11. Activation Functions.vtt

5.3 kB

12. RNN - LSTM/12. Python - LSTM Model.mp4

166 MB

12. RNN - LSTM/12. Python - LSTM Model.vtt

10 kB

12. RNN - LSTM/13. Python - Cross-Validation.mp4

67 MB

12. RNN - LSTM/13. Python - Cross-Validation.vtt

5.2 kB

12. RNN - LSTM/14. Python - Cross-Validation Performance.mp4

167 MB

12. RNN - LSTM/14. Python - Cross-Validation Performance.vtt

11 kB

12. RNN - LSTM/15. Python - Parameter Grid.mp4

80 MB

12. RNN - LSTM/15. Python - Parameter Grid.vtt

5.4 kB

12. RNN - LSTM/16. Python - Parameter Tuning Round 1.mp4

99 MB

12. RNN - LSTM/16. Python - Parameter Tuning Round 1.vtt

5.9 kB

12. RNN - LSTM/17. Python - Parameter Tuning Round 1 Part 2.mp4

103 MB

12. RNN - LSTM/17. Python - Parameter Tuning Round 1 Part 2.vtt

6.1 kB

12. RNN - LSTM/18. Python - Parameter Tuning Round 2.mp4

180 MB

12. RNN - LSTM/18. Python - Parameter Tuning Round 2.vtt

10 kB

12. RNN - LSTM/19. Python - Parameter Tuning Final Results.mp4

76 MB

12. RNN - LSTM/19. Python - Parameter Tuning Final Results.vtt

4.9 kB

12. RNN - LSTM/2. Simple Neural Network.mp4

42 MB

12. RNN - LSTM/2. Simple Neural Network.vtt

6.1 kB

12. RNN - LSTM/20. Python - Tuned LSTM Model.mp4

105 MB

12. RNN - LSTM/20. Python - Tuned LSTM Model.vtt

6.1 kB

12. RNN - LSTM/21. Python - Predicting The Future.mp4

59 MB

12. RNN - LSTM/21. Python - Predicting The Future.vtt

3.8 kB

12. RNN - LSTM/22. Multiple Time Series Forecasting.mp4

68 MB

12. RNN - LSTM/22. Multiple Time Series Forecasting.vtt

9.9 kB

12. RNN - LSTM/23. M4 Data set.mp4

33 MB

12. RNN - LSTM/23. M4 Data set.vtt

4.5 kB

12. RNN - LSTM/24. Python - Preparing Script and Loading Data.mp4

154 MB

12. RNN - LSTM/24. Python - Preparing Script and Loading Data.vtt

9.9 kB

12. RNN - LSTM/25. Python - Preprocessing Data.mp4

62 MB

12. RNN - LSTM/25. Python - Preprocessing Data.vtt

3.7 kB

12. RNN - LSTM/26. Python - Preprocessing Time.mp4

71 MB

12. RNN - LSTM/26. Python - Preprocessing Time.vtt

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12. RNN - LSTM/3. Recurrent Neural Networks (RNN).mp4

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13. Temporal Fusion Transformers (TFT)/1. Game Plan for TFT.mp4

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13. Temporal Fusion Transformers (TFT)/12. Python - TFT Model.mp4

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13. Temporal Fusion Transformers (TFT)/2. Introduction to Temporal Fusion Transformers.mp4

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13. Temporal Fusion Transformers (TFT)/6. Covariates Past, Future and Static.mp4

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14. CAPSTONE PROJECT Multiple Series with TFT/1. Project Presentation Multiple Series with TFT.mp4

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14. CAPSTONE PROJECT Multiple Series with TFT/2. Python Solutions - TFT Model.mp4

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16. PART 4 - ADVANCED CONTENT FOR TIME SERIES FORECASTING/1. Advanced Content for Time Series Forecasting Overview.mp4

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17. GenAI for Time Series Amazon Chronos/1. Game Plan for Amazon Chronos.mp4

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17. GenAI for Time Series Amazon Chronos/14. Amazon Chronos Pros and Cons.mp4

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18. Amazon AutoGluon/1. Game Plan for Amazon AutoGluon.mp4

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18. Amazon AutoGluon/10. Amazon AutoGluon Recap Key Learning.mp4

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18. Amazon AutoGluon/2. Introduction to Amazon AutoGluon and Presets.mp4

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18. Amazon AutoGluon/3. Python - Libraries and Data.mp4

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19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/1. Project Presentation Build an Automated Time Series Forecasting Model.mp4

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19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/9. End of course feedback.html

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20. APPENDIX - Python for Data Analysis Course/1. Python for Data Analysis Overview.mp4

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21. Python Essentials/1. Game Plan for Python - Essentials.mp4

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21. Python Essentials/28. CHALLENGE Split Bill Calculator.mp4

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21. Python Essentials/33. CHALLENGE Berghain Club Bouncer.mp4

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21. Python Essentials/34. CHALLENGE Your Monthly Savings Plan.mp4

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21. Python Essentials/35. Wrap up Python Essentials.mp4

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21. Python Essentials/36. About the Next Video.html

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21. Python Essentials/37. Atomic Habits, by James Clear.mp4

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22. Python Intermediate/1. Game Plan for Python Intermediate.mp4

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22. Python Intermediate/16. CHALLENGE Read My Mind.mp4

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22. Python Intermediate/17. Dictionaries.mp4

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22. Python Intermediate/19. EXERCISE Magical Pet Dictionary.mp4

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22. Python Intermediate/20. CHALLENGE The Budgeting Mastermind.mp4

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22. Python Intermediate/26. Functions.mp4

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22. Python Intermediate/27. Python Functions.mp4

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22. Python Intermediate/28.16 Adding Numbers.html

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22. Python Intermediate/29. Python Solutions Adding Numbers.mp4

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22. Python Intermediate/3. Python While Loops.mp4

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22. Python Intermediate/32.18 Fahrenheit to Celsius.html

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22. Python Intermediate/33. Pythol Solutions Fahrenheit to Celsius.mp4

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22. Python Intermediate/34. CHALLENGE Recipe Converter.mp4

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22. Python Intermediate/35. Wrap Up Python Intermediate.mp4

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22. Python Intermediate/36. About The Next Video.html

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22. Python Intermediate/37. Limitless, by Jim Kwik.mp4

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22. Python Intermediate/6. Lists.mp4

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23. CAPSTONE PROJECT Virtual Escape Game/1. Project Presentation Virtual Escape Game.mp4

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24. Pandas/22.30 Identifying the Top-Selling Product.html

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24. Pandas/24.32 Monthly Sales Analysis.html

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24. Pandas/25. Python Solutions Data Analysis.mp4

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24. Pandas/3. Python Importing and Exporting Data.mp4

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24. Pandas/7.21 Sorting Data in Multiple Columns.html

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24. Pandas/9. Python Solutions Sorting and Filtering Data with Pandas.mp4

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25. Pandas Challenge/1. Challenge Presentation Pandas.mp4

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26. Bonus Section/1. Bonus Lecture.html

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