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

Creation Time	Aug. 8, 2025, 12:46 p.m.
Last Access Time	Aug. 10, 2025, 2:41 p.m.
File Size	21.0 GB
Keywords	and Forecasting Python Series - Analysis Udemy 2025 2 Master Time with
Total Requests	4
Total Files	682
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09. CAPTONE PROJECT Prophet/3. Python - Challenge Solutions Part 2.mp4 366.6 MB
14. CAPSTONE PROJECT Multiple Series with TFT/2. Python Solutions - TFT Model.mp4 295.0 MB
08. (Facebook) Prophet/14. Python - Fixing 2012-10-29 with ChatGPT.mp4 243.1 MB
10. Linkedin Silverkite/22. Python - Silverkite Cross-Validation.mp4 241.8 MB
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/6. Python - Build an Automated Time Series Forecasting Model Part 5.mp4 230.5 MB
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/3. Python - Build an Automated Time Series Forecasting Model Part 2.mp4 228.3 MB
15. N-BEATS/11. Python - Cross-Validation Results and Visualization.mp4 218.9 MB
23. CAPSTONE PROJECT Virtual Escape Game/4. Python - Solving with ChatGPT.mp4 216.3 MB
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/5. Python - Build an Automated Time Series Forecasting Model Part 4.mp4 200.6 MB
12. RNN - LSTM/35. Python - Predicting the future.mp4 197.3 MB
09. CAPTONE PROJECT Prophet/2. Python - Challenge Solutions Part 1.mp4 192.5 MB
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/7. Python - Build an Automated Time Series Forecasting Model Part 6.mp4 188.0 MB
08. (Facebook) Prophet/15. Python - Feature Engineering.mp4 187.9 MB
12. RNN - LSTM/18. Python - Parameter Tuning Round 2.mp4 180.5 MB
20. APPENDIX - Python for Data Analysis Course/4. Setting up Jupyter Notebook.mp4 175.1 MB
17. GenAI for Time Series Amazon Chronos/8. Python - Cross-Validation part 1.mp4 166.9 MB
12. RNN - LSTM/14. Python - Cross-Validation Performance.mp4 166.8 MB
17. GenAI for Time Series Amazon Chronos/11. Python - Parameter Tuning.mp4 166.3 MB
12. RNN - LSTM/12. Python - LSTM Model.mp4 165.6 MB
22. Python Intermediate/34. CHALLENGE Recipe Converter.mp4 161.8 MB
12. RNN - LSTM/27. Python - Visualization + Hourly Seasonality.mp4 159.1 MB
18. Amazon AutoGluon/8. Python - Amazon AutoGluon Final Model Outcome.mp4 154.3 MB
12. RNN - LSTM/24. Python - Preparing Script and Loading Data.mp4 153.7 MB
06. ARIMA, SARIMA and SARIMAX/19. Python - Parameter Tuning.mp4 151.3 MB
14. CAPSTONE PROJECT Multiple Series with TFT/4. Python Solutions - Parameter Tuning.mp4 149.8 MB
08. (Facebook) Prophet/11. Python - Regressor Coefficients with ChatGPT.mp4 148.4 MB
17. GenAI for Time Series Amazon Chronos/9. Python - Cross-Validation part 2.mp4 148.2 MB
05. HOLT-WINTERS CAPSTONE PROJECT Air miles/2. Python Solutions Setting up and EDA.mp4 146.3 MB
08. (Facebook) Prophet/8. Python - Holidays.mp4 144.8 MB
12. RNN - LSTM/5. Python - Directory and Libraries.mp4 144.2 MB
22. Python Intermediate/20. CHALLENGE The Budgeting Mastermind.mp4 144.1 MB
17. GenAI for Time Series Amazon Chronos/10. Python - Cross-Validation part 3.mp4 141.5 MB
12. RNN - LSTM/31. Python - CV Results.mp4 141.2 MB
13. Temporal Fusion Transformers (TFT)/5. TFT Model Architecture.mp4 140.1 MB
08. (Facebook) Prophet/6. Python - Exploratory Data Analysis.mp4 139.5 MB
13. Temporal Fusion Transformers (TFT)/12. Python - TFT Model.mp4 138.7 MB
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/2. Python - Build an Automated Time Series Forecasting Model Part 1.mp4 138.4 MB
22. Python Intermediate/16. CHALLENGE Read My Mind.mp4 138.2 MB
21. Python Essentials/34. CHALLENGE Your Monthly Savings Plan.mp4 138.2 MB
17. GenAI for Time Series Amazon Chronos/7. Python - Amazon Chronos Model.mp4 136.1 MB
08. (Facebook) Prophet/5. Python - Preparing Data.mp4 135.2 MB
24. Pandas/20. Python Solutions Data Manipulation.mp4 135.0 MB
17. GenAI for Time Series Amazon Chronos/12. Python - Tuned Amazon Chronos Model.mp4 132.3 MB
10. Linkedin Silverkite/13. Python - Available Countries and Holidays.mp4 131.4 MB
25. Pandas Challenge/4. Python - Data Cleaning and Preparation.mp4 129.4 MB
10. Linkedin Silverkite/5. Python - Directory and Libraries.mp4 129.2 MB
10. Linkedin Silverkite/24. Python - Visualization and Forecast.mp4 127.5 MB
13. Temporal Fusion Transformers (TFT)/4. Python - Starter File.mp4 121.7 MB
08. (Facebook) Prophet/21. Python - Forecasting.mp4 121.1 MB
17. GenAI for Time Series Amazon Chronos/5. Python - Dates.mp4 120.3 MB
18. Amazon AutoGluon/9. Python - Interpretability.mp4 119.9 MB
13. Temporal Fusion Transformers (TFT)/9. Python - Future Covariates.mp4 119.9 MB
08. (Facebook) Prophet/22. Python - Prophet Data Visualization with ChatGPT.mp4 115.4 MB
13. Temporal Fusion Transformers (TFT)/7. Python - Series, Time and Static Covariates.mp4 114.1 MB
23. CAPSTONE PROJECT Virtual Escape Game/3. Python - Virtual Escape Game Solutions part 2.mp4 113.6 MB
18. Amazon AutoGluon/5. Python - Amazon AutoGluon model.mp4 113.2 MB
23. CAPSTONE PROJECT Virtual Escape Game/2. Python - Virtual Escape Game Solutions part 1.mp4 112.2 MB
22. Python Intermediate/25. CHALLENGE Treasure Hunter.mp4 111.1 MB
25. Pandas Challenge/5. Python - Data Manipulation.mp4 110.4 MB
08. (Facebook) Prophet/19. Python - Predicting The Future Set Up.mp4 109.6 MB
12. RNN - LSTM/33. Python - Parameter Tuning round 1.mp4 107.7 MB
08. (Facebook) Prophet/4. Python - Directory and Libraries.mp4 106.2 MB
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/8. Python - Build an Automated Time Series Forecasting Model Part 7.mp4 105.6 MB
24. Pandas/25. Python Solutions Data Analysis.mp4 105.1 MB
12. RNN - LSTM/20. Python - Tuned LSTM Model.mp4 104.9 MB
13. Temporal Fusion Transformers (TFT)/17. Python - Parameter Grid.mp4 104.0 MB
15. N-BEATS/14. Python - Best Parameters.mp4 103.6 MB
10. Linkedin Silverkite/23. Python - Parameter Tuning Results.mp4 103.6 MB
12. RNN - LSTM/17. Python - Parameter Tuning Round 1 Part 2.mp4 103.0 MB
18. Amazon AutoGluon/4. Python - Data Processing.mp4 102.6 MB
15. N-BEATS/5. Python - Series.mp4 102.3 MB
24. Pandas/10. Python Data Cleaning and Preparation.mp4 101.5 MB
06. ARIMA, SARIMA and SARIMAX/16. Python - Cross-Validation.mp4 100.9 MB
14. CAPSTONE PROJECT Multiple Series with TFT/5. Python Solutions - Predict The Future.mp4 100.4 MB
08. (Facebook) Prophet/13. Python - Performance Metrics.mp4 99.0 MB
12. RNN - LSTM/16. Python - Parameter Tuning Round 1.mp4 98.7 MB
17. GenAI for Time Series Amazon Chronos/13. Python - Visualizing the Forecast.mp4 98.3 MB
08. (Facebook) Prophet/12. Python - Cross-Validation.mp4 97.6 MB
18. Amazon AutoGluon/6. Python - Amazon AutoGluon model outcome.mp4 94.4 MB
06. ARIMA, SARIMA and SARIMAX/3. Python - Setting Up.mp4 94.3 MB
04. Exponential Smoothing & Holt-Winters/17. Python - Daily Data.mp4 91.5 MB
04. Exponential Smoothing & Holt-Winters/15. Python - MAE, RMSE, MAPE.mp4 91.3 MB
08. (Facebook) Prophet/10. Python - Prophet Model.mp4 90.5 MB
06. ARIMA, SARIMA and SARIMAX/9. Python - ARIMA.mp4 90.2 MB
13. Temporal Fusion Transformers (TFT)/18. Python - Parameter Tuning.mp4 89.1 MB
21. Python Essentials/33. CHALLENGE Berghain Club Bouncer.mp4 88.4 MB
15. N-BEATS/4. Python - Setup.mp4 88.0 MB
12. RNN - LSTM/8. Python - Time Variables.mp4 87.9 MB
13. Temporal Fusion Transformers (TFT)/22. Python - Interpretability.mp4 87.9 MB
13. Temporal Fusion Transformers (TFT)/21. Python - Forecasting and Visualization.mp4 87.6 MB
20. APPENDIX - Python for Data Analysis Course/3. Setting up Google Colab.mp4 87.0 MB
21. Python Essentials/37. Atomic Habits, by James Clear.mp4 86.2 MB
12. RNN - LSTM/32. Python - CV Visualization.mp4 85.1 MB
15. N-BEATS/12. Python - Parameters.mp4 84.3 MB
05. HOLT-WINTERS CAPSTONE PROJECT Air miles/3. Python Solutions Model building and Assessment.mp4 84.2 MB
13. Temporal Fusion Transformers (TFT)/19. Python - Parameter Tuning Results and Storing.mp4 84.2 MB
13. Temporal Fusion Transformers (TFT)/20. Python - Tuned TFT Model.mp4 83.7 MB
06. ARIMA, SARIMA and SARIMAX/14. Python - SARIMAX.mp4 82.0 MB
25. Pandas Challenge/7. Python - Data Visualization with Pandas.mp4 81.7 MB
15. N-BEATS/9. Python - N-BEATS Model.mp4 80.8 MB
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/4. Python - Build an Automated Time Series Forecasting Model Part 3.mp4 80.7 MB
24. Pandas/4. Python Sorting and Filtering Data with Pandas.mp4 80.3 MB
12. RNN - LSTM/15. Python - Parameter Grid.mp4 80.3 MB
03. Introduction to Time Series Forecasting/7. Python - Data Manipulation.mp4 79.4 MB
15. N-BEATS/16. Python - Predicting the future.mp4 78.3 MB
08. (Facebook) Prophet/17. Python - Parameter Tuning.mp4 77.7 MB
24. Pandas/3. Python Importing and Exporting Data.mp4 77.6 MB
12. RNN - LSTM/19. Python - Parameter Tuning Final Results.mp4 76.0 MB
13. Temporal Fusion Transformers (TFT)/14. Python - Cross-Validation Results.mp4 74.7 MB
03. Introduction to Time Series Forecasting/4. Python - Time Series Index.mp4 74.4 MB
03. Introduction to Time Series Forecasting/10. Python - Seasonal Decomposition.mp4 74.2 MB
15. N-BEATS/15. Python - Tuned N-Beats model.mp4 74.1 MB
10. Linkedin Silverkite/21. Python - Custom Elements and Silverkite Model.mp4 73.5 MB
18. Amazon AutoGluon/7. Python - Amazon AutoGluon with Covariates.mp4 73.2 MB
09. CAPTONE PROJECT Prophet/4. Python - Challenge Solutions Part 3.mp4 72.8 MB
21. Python Essentials/28. CHALLENGE Split Bill Calculator.mp4 72.6 MB
10. Linkedin Silverkite/6. Python - Loading and Preparing Data.mp4 72.4 MB
25. Pandas Challenge/6. Python - Data Analysis.mp4 72.0 MB
12. RNN - LSTM/9. Python - Scaling.mp4 72.0 MB
24. Pandas/26. Python Data Visualization with Pandas.mp4 71.9 MB
12. RNN - LSTM/26. Python - Preprocessing Time.mp4 71.3 MB
17. GenAI for Time Series Amazon Chronos/4. Python - Setup.mp4 70.3 MB
24. Pandas/21. Python Data Analysis.mp4 69.6 MB
24. Pandas/15. Python Data Manipulation.mp4 68.9 MB
12. RNN - LSTM/22. Multiple Time Series Forecasting.mp4 68.3 MB
12. RNN - LSTM/13. Python - Cross-Validation.mp4 66.7 MB
10. Linkedin Silverkite/7. Python - Metadata.mp4 66.6 MB
06. ARIMA, SARIMA and SARIMAX/7. Python - Stationarity with ChatGPT.mp4 65.9 MB
08. (Facebook) Prophet/18. Python - Parameter Tuning Outcome.mp4 65.6 MB
13. Temporal Fusion Transformers (TFT)/2. Introduction to Temporal Fusion Transformers.mp4 65.0 MB
12. RNN - LSTM/34. Python - Parameter Tuning round 2.mp4 64.6 MB
03. Introduction to Time Series Forecasting/18. CASE STUDY Forecasting Gone Wrong.mp4 63.2 MB
13. Temporal Fusion Transformers (TFT)/13. Python - Cross-Validation.mp4 63.1 MB
04. Exponential Smoothing & Holt-Winters/3. Python - Set Up.mp4 62.2 MB
12. RNN - LSTM/25. Python - Preprocessing Data.mp4 61.5 MB
06. ARIMA, SARIMA and SARIMAX/12. Python - SARIMA.mp4 61.5 MB
21. Python Essentials/21. Python Solutions Arithmetic Operators.mp4 61.2 MB
09. CAPTONE PROJECT Prophet/1. Project Introduction.mp4 61.0 MB
15. N-BEATS/3. N-BEATS Architecture.mp4 60.9 MB
24. Pandas/27. EXERCISE Data Visualization with Pandas.mp4 60.6 MB
17. GenAI for Time Series Amazon Chronos/3. Amazon Chronos Architecture.mp4 60.2 MB
15. N-BEATS/13. Python - Parameter Tuning.mp4 59.5 MB
12. RNN - LSTM/6. Python - EDA.mp4 59.4 MB
12. RNN - LSTM/21. Python - Predicting The Future.mp4 59.1 MB
04. Exponential Smoothing & Holt-Winters/5. Python - Exploratory Data Analysis.mp4 58.8 MB
12. RNN - LSTM/1. Game Plan for LSTM.mp4 58.7 MB
18. Amazon AutoGluon/3. Python - Libraries and Data.mp4 58.5 MB
18. Amazon AutoGluon/2. Introduction to Amazon AutoGluon and Presets.mp4 58.4 MB
04. Exponential Smoothing & Holt-Winters/11. Python - Double Exponential Smoothing.mp4 57.2 MB
12. RNN - LSTM/28. Python - Daily Seasonality.mp4 57.2 MB
13. Temporal Fusion Transformers (TFT)/15. Python - Visualizing the Cross-Validation Results.mp4 56.7 MB
08. (Facebook) Prophet/2. Structural Time Series and Prophet.mp4 55.4 MB
25. Pandas Challenge/3. Python - Sorting and Filtering Data.mp4 55.1 MB
22. Python Intermediate/33. Pythol Solutions Fahrenheit to Celsius.mp4 54.9 MB
24. Pandas/9. Python Solutions Sorting and Filtering Data with Pandas.mp4 54.9 MB
22. Python Intermediate/19. EXERCISE Magical Pet Dictionary.mp4 54.6 MB
12. RNN - LSTM/29. Python - Time Covariates, Scaling and Time Steps.mp4 52.9 MB
03. Introduction to Time Series Forecasting/5. Python - Exploratory Data Analysis.mp4 52.7 MB
10. Linkedin Silverkite/16. Python - Regressors, Lagged Regressors and Autoregression.mp4 52.0 MB
04. Exponential Smoothing & Holt-Winters/9. Python - Simple Exponential Smoothing.mp4 51.7 MB
04. Exponential Smoothing & Holt-Winters/16. Python - Predicting The Future.mp4 51.6 MB
08. (Facebook) Prophet/16. Python - Parameter Tuning Set Up.mp4 51.3 MB
03. Introduction to Time Series Forecasting/9. Python - Seasonal Plots.mp4 51.0 MB
22. Python Intermediate/23. EXERCISE Sum of Numbers.mp4 50.2 MB
12. RNN - LSTM/7. Python - Time Series Objects.mp4 50.0 MB
06. ARIMA, SARIMA and SARIMAX/18. Python - Setting the Parameters.mp4 49.3 MB
21. Python Essentials/32. Python Solutions If-else conditions.mp4 49.2 MB
17. GenAI for Time Series Amazon Chronos/2. Introduction to Amazon Chronos.mp4 48.8 MB
22. Python Intermediate/37. Limitless, by Jim Kwik.mp4 48.4 MB
15. N-BEATS/2. Introduction to N-BEATS.mp4 47.9 MB
21. Python Essentials/3. Python - Print Function.mp4 47.2 MB
15. N-BEATS/8. N-BEATS Model Parameters.mp4 46.7 MB
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/1. Project Presentation Build an Automated Time Series Forecasting Model.mp4 46.6 MB
03. Introduction to Time Series Forecasting/6. Python - Data Visualization.mp4 45.2 MB
22. Python Intermediate/13. Python Randomization.mp4 45.2 MB
24. Pandas/14. Python Solutions Data Cleaning and Preparation.mp4 44.4 MB
12. RNN - LSTM/2. Simple Neural Network.mp4 42.5 MB
10. Linkedin Silverkite/10. Python - Growth terms.mp4 42.1 MB
03. Introduction to Time Series Forecasting/12. Python - Auto-correlation.mp4 41.7 MB
10. Linkedin Silverkite/18. Ridge.mp4 41.7 MB
22. Python Intermediate/7. Python - Lists.mp4 41.0 MB
02. PART 1 - TIME SERIES ANALYSIS/1. Time Series Analysis Overview.mp4 40.9 MB
22. Python Intermediate/27. Python Functions.mp4 40.8 MB
18. Amazon AutoGluon/1. Game Plan for Amazon AutoGluon.mp4 40.7 MB
22. Python Intermediate/15. Python Solutions Pick My Next Movie.mp4 40.3 MB
22. Python Intermediate/24. EXERCISE Count the Number of Characters.mp4 40.3 MB
04. Exponential Smoothing & Holt-Winters/4. Python - Data Processing.mp4 40.1 MB
12. RNN - LSTM/30. Python - LSTM Model and Cross-Validation with Multiple Series.mp4 39.6 MB
15. N-BEATS/10. Python - Cross-Validation.mp4 38.9 MB
08. (Facebook) Prophet/20. Python - Tuned Prophet Model.mp4 38.5 MB
13. Temporal Fusion Transformers (TFT)/10. Python - Scaling.mp4 38.1 MB
06. ARIMA, SARIMA and SARIMAX/21. Python - Predicting The Future Set Up.mp4 38.0 MB
03. Introduction to Time Series Forecasting/15. Python - Building a Useful Function Script.mp4 37.6 MB
10. Linkedin Silverkite/12. Python - Seasonality.mp4 37.6 MB
10. Linkedin Silverkite/14. Python - Changepoints.mp4 36.4 MB
15. N-BEATS/7. Python - Scaling.mp4 36.1 MB
04. Exponential Smoothing & Holt-Winters/13. Python - Triple Exponential Smoothing aka Holt-Winters.mp4 35.9 MB
25. Pandas Challenge/2. Python - Importing Data.mp4 35.9 MB
12. RNN - LSTM/4. LSTM.mp4 35.5 MB
21. Python Essentials/8. Python Solutions Print Function.mp4 35.3 MB
21. Python Essentials/14. Python Variable Types.mp4 35.0 MB
06. ARIMA, SARIMA and SARIMAX/22. Python - Predicting The Future.mp4 34.6 MB
10. Linkedin Silverkite/8. Model Components.mp4 34.3 MB
13. Temporal Fusion Transformers (TFT)/16. Random vs Complete Parameter Tuning.mp4 34.1 MB
04. Exponential Smoothing & Holt-Winters/14. Measuring Errors for Time Series Forecasting.mp4 34.0 MB
10. Linkedin Silverkite/19. Gradient Boosting - Boosting.mp4 33.8 MB
12. RNN - LSTM/23. M4 Data set.mp4 33.3 MB
14. CAPSTONE PROJECT Multiple Series with TFT/3. Python Solutions - Cross-Validation.mp4 33.2 MB
22. Python Intermediate/3. Python While Loops.mp4 32.0 MB
15. N-BEATS/1. Game plan for N-BEATS.mp4 30.7 MB
06. ARIMA, SARIMA and SARIMAX/20. Python - Parameter Tuning Results.mp4 30.5 MB
17. GenAI for Time Series Amazon Chronos/6. Amazon Chronos Parameters.mp4 30.2 MB
24. Pandas/2. Pandas Overview.mp4 30.0 MB
13. Temporal Fusion Transformers (TFT)/11. TFT Model Parameters.mp4 29.8 MB
08. (Facebook) Prophet/3. CASE STUDY BRIEFING Bike Sharing.mp4 29.3 MB
20. APPENDIX - Python for Data Analysis Course/1. Python for Data Analysis Overview.mp4 29.2 MB
10. Linkedin Silverkite/11. Types of Seasonality.mp4 29.1 MB
22. Python Intermediate/18. Python Dictionaries.mp4 29.1 MB
07. PART 2 MODERN TIME SERIES FORECASTING/1. Modern Time Series Forecasting Overview.mp4 29.0 MB
21. Python Essentials/30. Python If-else Conditions.mp4 28.9 MB
03. Introduction to Time Series Forecasting/14. Python - Partial Auto-Correlation.mp4 28.9 MB
21. Python Essentials/16. Python Solutions Variable Types.mp4 28.9 MB
15. N-BEATS/6. Python - Past Covariates.mp4 28.8 MB
21. Python Essentials/18. Python Arithmetic Operators.mp4 28.4 MB
12. RNN - LSTM/11. Activation Functions.mp4 28.3 MB
23. CAPSTONE PROJECT Virtual Escape Game/1. Project Presentation Virtual Escape Game.mp4 28.3 MB
13. Temporal Fusion Transformers (TFT)/8. Python - Past Covariates.mp4 28.2 MB
15. N-BEATS/17. N-Beats Pros and Cons.mp4 28.2 MB
01. Time Series Analysis and Forecasting with Python/4. Diogo's Introduction and Background.mp4 28.0 MB
01. Time Series Analysis and Forecasting with Python/5. Unlimited Updates and Enhancements 2025.mp4 27.9 MB
06. ARIMA, SARIMA and SARIMAX/6. Integrated.mp4 27.3 MB
18. Amazon AutoGluon/10. Amazon AutoGluon Recap Key Learning.mp4 27.2 MB
03. Introduction to Time Series Forecasting/8. Seasonal Decomposition.mp4 26.9 MB
08. (Facebook) Prophet/9. Prophet Model Parameters.mp4 26.8 MB
06. ARIMA, SARIMA and SARIMAX/10. AIC and BIC.mp4 26.5 MB
21. Python Essentials/10. Python Input Function.mp4 26.5 MB
04. Exponential Smoothing & Holt-Winters/12. Triple Exponential Smoothing aka Holt-Winters.mp4 25.7 MB
06. ARIMA, SARIMA and SARIMAX/2. CASE STUDY BRIEFING Predicting Daily Revenues.mp4 25.4 MB
04. Exponential Smoothing & Holt-Winters/18. Python - Working on the Useful Code Script.mp4 25.3 MB
08. (Facebook) Prophet/1. Game Plan for Facebook Prophet.mp4 25.0 MB
06. ARIMA, SARIMA and SARIMAX/5. Auto-Regressive.mp4 24.4 MB
21. Python Essentials/29. If-else Conditions.mp4 24.4 MB
13. Temporal Fusion Transformers (TFT)/1. Game Plan for TFT.mp4 24.3 MB
22. Python Intermediate/11. Python Solutions Fibonacci Numbers.mp4 24.0 MB
03. Introduction to Time Series Forecasting/3. Python - Libraries and Data.mp4 23.7 MB
04. Exponential Smoothing & Holt-Winters/8. Simple Exponential Smoothing.mp4 23.6 MB
14. CAPSTONE PROJECT Multiple Series with TFT/1. Project Presentation Multiple Series with TFT.mp4 23.0 MB
15. N-BEATS/18. What did we learn with N-Beats.mp4 23.0 MB
22. Python Intermediate/9. Python Solutions Expense Report.mp4 22.8 MB
11. PART 3 - DEEP LEARNING FOR TIME SERIES FORECASTING/1. Deep Learning for Time Series Forecasting Overview.mp4 22.5 MB
22. Python Intermediate/12. Randomization.mp4 22.3 MB
21. Python Essentials/17. Arithmetic Operators.mp4 22.2 MB
22. Python Intermediate/31. Python Solutions Counting Vowels.mp4 22.1 MB
10. Linkedin Silverkite/17. Fitting the data.mp4 22.0 MB
22. Python Intermediate/26. Functions.mp4 22.0 MB
12. RNN - LSTM/3. Recurrent Neural Networks (RNN).mp4 21.9 MB
21. Python Essentials/12. CHALLENGE Your Superhero Name.mp4 21.8 MB
04. Exponential Smoothing & Holt-Winters/1. Game Plan For Exponential Smoothing and Holt-Winters.mp4 21.7 MB
12. RNN - LSTM/10. LSTM parameters.mp4 21.3 MB
08. (Facebook) Prophet/7. Dynamic Holidays.mp4 21.0 MB
22. Python Intermediate/6. Lists.mp4 20.8 MB
17. GenAI for Time Series Amazon Chronos/14. Amazon Chronos Pros and Cons.mp4 20.8 MB
10. Linkedin Silverkite/3. Linkedin Silverkite versus Facebook Prophet.mp4 20.7 MB
03. Introduction to Time Series Forecasting/16. Can you predict stock prices.mp4 20.5 MB
06. ARIMA, SARIMA and SARIMAX/1. Game Plan for ARIMA, SARIMA and SARIMAX.mp4 20.2 MB
21. Python Essentials/2. Print Function.mp4 19.5 MB
06. ARIMA, SARIMA and SARIMAX/4. ARIMA.mp4 19.3 MB
06. ARIMA, SARIMA and SARIMAX/11. SARIMA.mp4 19.2 MB
13. Temporal Fusion Transformers (TFT)/3. Case Study Briefing - Electricity Pricing.mp4 19.2 MB
22. Python Intermediate/22. Python For Loops.mp4 18.6 MB
10. Linkedin Silverkite/9. Growth terms.mp4 18.6 MB
22. Python Intermediate/5. Python Solutions Countdown Timer.mp4 18.6 MB
03. Introduction to Time Series Forecasting/1. Game Plan for Introduction to Time Series Forecasting.mp4 18.5 MB
10. Linkedin Silverkite/15. Lagged Regressors.mp4 18.4 MB
06. ARIMA, SARIMA and SARIMAX/15. Cross-Validation for Time Series.mp4 17.9 MB
22. Python Intermediate/35. Wrap Up Python Intermediate.mp4 17.6 MB
04. Exponential Smoothing & Holt-Winters/10. Double Exponential Smoothing.mp4 17.4 MB
13. Temporal Fusion Transformers (TFT)/24. TFT Key Takeaways.mp4 17.3 MB
01. Time Series Analysis and Forecasting with Python/2. Course Introduction.mp4 17.2 MB
22. Python Intermediate/1. Game Plan for Python Intermediate.mp4 17.2 MB
06. ARIMA, SARIMA and SARIMAX/13. SARIMAX.mp4 17.1 MB
04. Exponential Smoothing & Holt-Winters/2. CASE STUDY BRIEFING Customer Complaints.mp4 16.9 MB
24. Pandas/28. Wrap Up Pandas.mp4 16.8 MB
25. Pandas Challenge/1. Challenge Presentation Pandas.mp4 16.6 MB
17. GenAI for Time Series Amazon Chronos/1. Game Plan for Amazon Chronos.mp4 16.5 MB
21. Python Essentials/22. Comparison Operators.mp4 16.5 MB
13. Temporal Fusion Transformers (TFT)/23. TFT - Pros and Cons.mp4 16.5 MB
10. Linkedin Silverkite/20. Gradient Boosting - Feature Sampling.mp4 16.4 MB
04. Exponential Smoothing & Holt-Winters/19. Holt-Winter Pros and Cons.mp4 16.2 MB
10. Linkedin Silverkite/1. Game Plan for Linkedin Silverkite.mp4 16.1 MB
06. ARIMA, SARIMA and SARIMAX/17. Parameter Tuning.mp4 16.0 MB
21. Python Essentials/13. Variable Types.mp4 16.0 MB
21. Python Essentials/11. Python Solutions Input Function.mp4 15.8 MB
13. Temporal Fusion Transformers (TFT)/6. Covariates Past, Future and Static.mp4 15.7 MB
04. Exponential Smoothing & Holt-Winters/6. Training and Test Set in Time Series.mp4 15.7 MB
06. ARIMA, SARIMA and SARIMAX/8. Moving Average.mp4 15.4 MB
03. Introduction to Time Series Forecasting/13. Partial Auto-Correlation.mp4 15.4 MB
10. Linkedin Silverkite/25. Linkedin Silverkite Pros and Cons.mp4 15.4 MB
06. ARIMA, SARIMA and SARIMAX/23. SARIMAX Pros and Cons.mp4 15.3 MB
21. Python Essentials/23. Python Comparison Operators.mp4 15.2 MB
03. Introduction to Time Series Forecasting/17. What did we learn in this section.mp4 15.0 MB
03. Introduction to Time Series Forecasting/2. What is Time Series Data.mp4 14.3 MB
04. Exponential Smoothing & Holt-Winters/7. Python - Training and Test Set.mp4 14.3 MB
03. Introduction to Time Series Forecasting/19. Will you help me.mp4 13.7 MB
22. Python Intermediate/29. Python Solutions Adding Numbers.mp4 13.1 MB
12. RNN - LSTM/36. LSTM Pros and Cons.mp4 12.7 MB
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21. Python Essentials/1. Game Plan for Python - Essentials.mp4 10.4 MB
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03. Introduction to Time Series Forecasting/2. What is Time Series Data.vtt 3.0 KB
06. ARIMA, SARIMA and SARIMAX/15. Cross-Validation for Time Series.vtt 2.9 KB
06. ARIMA, SARIMA and SARIMAX/13. SARIMAX.vtt 2.9 KB
12. RNN - LSTM/1. Game Plan for LSTM.vtt 2.9 KB
04. Exponential Smoothing & Holt-Winters/2. CASE STUDY BRIEFING Customer Complaints.vtt 2.9 KB
04. Exponential Smoothing & Holt-Winters/6. Training and Test Set in Time Series.vtt 2.9 KB
10. Linkedin Silverkite/20. Gradient Boosting - Feature Sampling.vtt 2.8 KB
21. Python Essentials/23. Python Comparison Operators.vtt 2.8 KB
10. Linkedin Silverkite/10. Python - Growth terms.vtt 2.8 KB
26. Bonus Section/1. Bonus Lecture.html 2.8 KB
08. (Facebook) Prophet/20. Python - Tuned Prophet Model.vtt 2.8 KB
17. GenAI for Time Series Amazon Chronos/1. Game Plan for Amazon Chronos.vtt 2.7 KB
03. Introduction to Time Series Forecasting/1. Game Plan for Introduction to Time Series Forecasting.vtt 2.7 KB
13. Temporal Fusion Transformers (TFT)/1. Game Plan for TFT.vtt 2.7 KB
22. Python Intermediate/21. For Loops.vtt 2.7 KB
01. Time Series Analysis and Forecasting with Python/4. Diogo's Introduction and Background.vtt 2.7 KB
13. Temporal Fusion Transformers (TFT)/10. Python - Scaling.vtt 2.7 KB
04. Exponential Smoothing & Holt-Winters/1. Game Plan For Exponential Smoothing and Holt-Winters.vtt 2.7 KB
06. ARIMA, SARIMA and SARIMAX/23. SARIMAX Pros and Cons.vtt 2.7 KB
15. N-BEATS/18. What did we learn with N-Beats.vtt 2.7 KB
04. Exponential Smoothing & Holt-Winters/7. Python - Training and Test Set.vtt 2.7 KB
13. Temporal Fusion Transformers (TFT)/24. TFT Key Takeaways.vtt 2.6 KB
06. ARIMA, SARIMA and SARIMAX/8. Moving Average.vtt 2.6 KB
11. PART 3 - DEEP LEARNING FOR TIME SERIES FORECASTING/1. Deep Learning for Time Series Forecasting Overview.vtt 2.6 KB
21. Python Essentials/35. Wrap up Python Essentials.vtt 2.6 KB
10. Linkedin Silverkite/1. Game Plan for Linkedin Silverkite.vtt 2.6 KB
04. Exponential Smoothing & Holt-Winters/18. Python - Working on the Useful Code Script.vtt 2.5 KB
03. Introduction to Time Series Forecasting/17. What did we learn in this section.vtt 2.4 KB
03. Introduction to Time Series Forecasting/11. Auto-Correlation.vtt 2.4 KB
12. RNN - LSTM/30. Python - LSTM Model and Cross-Validation with Multiple Series.vtt 2.3 KB
06. ARIMA, SARIMA and SARIMAX/17. Parameter Tuning.vtt 2.3 KB
10. Linkedin Silverkite/25. Linkedin Silverkite Pros and Cons.vtt 2.3 KB
22. Python Intermediate/2. While Loops.vtt 2.3 KB
14. CAPSTONE PROJECT Multiple Series with TFT/1. Project Presentation Multiple Series with TFT.vtt 2.3 KB
14. CAPSTONE PROJECT Multiple Series with TFT/3. Python Solutions - Cross-Validation.vtt 2.3 KB
15. N-BEATS/10. Python - Cross-Validation.vtt 2.2 KB
16. PART 4 - ADVANCED CONTENT FOR TIME SERIES FORECASTING/1. Advanced Content for Time Series Forecasting Overview.vtt 2.1 KB
25. Pandas Challenge/1. Challenge Presentation Pandas.vtt 2.1 KB
10. Linkedin Silverkite/12. Python - Seasonality.vtt 2.1 KB
10. Linkedin Silverkite/14. Python - Changepoints.vtt 2.1 KB
15. N-BEATS/6. Python - Past Covariates.vtt 2.0 KB
13. Temporal Fusion Transformers (TFT)/8. Python - Past Covariates.vtt 2.0 KB
21. Python Essentials/1. Game Plan for Python - Essentials.vtt 2.0 KB
01. Time Series Analysis and Forecasting with Python/1. Time Series Analysis and Forecasting with Python.vtt 2.0 KB
15. N-BEATS/7. Python - Scaling.vtt 1.9 KB
17. GenAI for Time Series Amazon Chronos/15. What did we learn with Amazon Chronos.vtt 1.9 KB
24. Pandas/1. Game Plan for Pandas.vtt 1.7 KB
01. Time Series Analysis and Forecasting with Python/5. Unlimited Updates and Enhancements 2025.vtt 1.6 KB
21. Python Essentials/27. Python Solutions Comparison Operators.vtt 1.5 KB
05. HOLT-WINTERS CAPSTONE PROJECT Air miles/1. Project Presentation Air miles.vtt 1.3 KB
10. Linkedin Silverkite/4. IMPORTANT January 2025 Warning.html 1.1 KB
03. Introduction to Time Series Forecasting/19. Will you help me.vtt 1003 bytes
20. APPENDIX - Python for Data Analysis Course/2. Python Materials.html 946 bytes
21. Python Essentials/36. About the Next Video.html 838 bytes
22. Python Intermediate/36. About The Next Video.html 833 bytes
01. Time Series Analysis and Forecasting with Python/3. ACTION Download the Course Materials.html 523 bytes
03. Introduction to Time Series Forecasting/20. Your Feedback is Valuable.html 521 bytes
19. CAPSTONE PROJECT Build an Automated Time Series Forecasting Model/9. End of course feedback.html 447 bytes
01. Time Series Analysis and Forecasting with Python/6. Submit Your Update and Enhancement Requests Here.html 296 bytes

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