Udemy Forecasting Models and Time Series for Business in Python
Download Free Download : Udemy Forecasting Models and Time Series for Business in Python mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz Genre: eLearning | Language: English | Size: 3.14 GB
Files Included : 001 Course Introduction.mp4 (78.16 MB) MP4 003 Course Material.mp4 (43.64 MB) MP4 001 Game Plan.mp4 (17.62 MB) MP4 002 Why Forecasting.mp4 (15.4 MB) MP4 003 Time Series Data and Case Study Briefing.mp4 (18.52 MB) MP4 004 Python - Set Working Directory.mp4 (17.1 MB) MP4 005 Python - Importing Libraries.mp4 (5.1 MB) MP4 006 Python - Loading Data.mp4 (26.67 MB) MP4 007 Python - Forming Data Set.mp4 (50.69 MB) MP4 008 Python - Renaming Dependent Variable.mp4 (13.53 MB) MP4 009 Python - Index Frequency.mp4 (14.4 MB) MP4 010 Python - Visualization.mp4 (19.79 MB) MP4 001 Game Plan.mp4 (22.87 MB) MP4 002 Seasonal Decomposition.mp4 (17.97 MB) MP4 003 Prepare Script.mp4 (28.67 MB) MP4 004 Multiplicative and Additive seasonality.mp4 (15.55 MB) MP4 005 Python - Seasonal Decomposition.mp4 (45.47 MB) MP4 006 Error Modelling and Stock Data.mp4 (15.54 MB) MP4 007 Python - Seasonality graphs.mp4 (24.13 MB) MP4 001 Game Plan.mp4 (15.91 MB) MP4 002 Training and Test Set.mp4 (7.87 MB) MP4 003 Python - Prepare Script.mp4 (20.48 MB) MP4 004 Python - Training and Test Set.mp4 (20.85 MB) MP4 005 Exponential Smoothing and Holt-Winters.mp4 (12.56 MB) MP4 006 Python - Holt-Winters.mp4 (26.51 MB) MP4 007 Python - Predictions.mp4 (14.74 MB) MP4 008 Python - Visualization.mp4 (21.62 MB) MP4 009 Assessing Time Series Models.mp4 (16.13 MB) MP4 010 Python - MAE and RSME.mp4 (23.78 MB) MP4 011 Python - MAPE function.mp4 (17.79 MB) MP4 012 Python - Exporting Forecasts.mp4 (15.66 MB) MP4 013 Python - Preparing Master Script.mp4 (34.47 MB) MP4 014 Pros, Cons and Challenge.mp4 (41.41 MB) MP4 015 Python - Challenge Solutions.mp4 (61.79 MB) MP4 001 Game Plan.mp4 (19.28 MB) MP4 002 TBATS introduction.mp4 (6.1 MB) MP4 003 Python - Prepare Script and Install Package.mp4 (22.07 MB) MP4 004 Autoregressive and Moving Average components.mp4 (12.49 MB) MP4 005 Trigonometric Seasonality and Box Cox.mp4 (10.99 MB) MP4 006 Python - TBATS model.mp4 (19.13 MB) MP4 007 Python - Predictions and Plotting.mp4 (24.92 MB) MP4 008 Python - Accuracy Assessment and Exporting.mp4 (15.71 MB) MP4 009 Pros, Cons and Challenge.mp4 (37.57 MB) MP4 010 Python - Challenge Solutions.mp4 (62.47 MB) MP4 001 Game Plan.mp4 (14.19 MB) MP4 002 ARIMA and ARMA recap.mp4 (9.68 MB) MP4 003 Python - Prepare Script.mp4 (18.72 MB) MP4 004 Stationarity.mp4 (17.94 MB) MP4 005 Python - Augmented Dickey Fuller Test.mp4 (17.61 MB) MP4 006 Exogenous Variables.mp4 (10.47 MB) MP4 007 Python - Isolating Regressors.mp4 (14.32 MB) MP4 008 Optimizing factors in ARIMA and SARIMA.mp4 (12.29 MB) MP4 009 AIC and BIC.mp4 (8.84 MB) MP4 010 Python - SARIMAX model.mp4 (34.71 MB) MP4 011 Python - Model Summary and Predictions.mp4 (29.39 MB) MP4 012 Python - Visualization, Assessment and Exporting.mp4 (25.02 MB) MP4 013 Pros, Cons and Challenge.mp4 (25.95 MB) MP4 014 Python - Challenge Solutions.mp4 (106.31 MB) MP4 001 Game Plan.mp4 (12.59 MB) MP4 002 Structural Time Series.mp4 (6.07 MB) MP4 003 Python - Prepare Script.mp4 (19.39 MB) MP4 004 TensorFlow Structural Time Series.mp4 (4.01 MB) MP4 005 Python - Regressors.mp4 (32.12 MB) MP4 006 Python - Isolate Dependent Variable.mp4 (8.8 MB) MP4 007 Python - Weekly Seasonality.mp4 (27.43 MB) MP4 008 Python - Monthly Seasonality.mp4 (29.11 MB) MP4 009 Python - Trend and Autoregressive Terms.mp4 (20.07 MB) MP4 010 Python - TensorFlow Model.mp4 (28.62 MB) MP4 011 Monte Carlo and Bayes Theorem.mp4 (14.69 MB) MP4 012 Python - Fitting Model.mp4 (30.23 MB) MP4 013 Python - Forecasting.mp4 (21.17 MB) MP4 014 Python - Formatting Predictions.mp4 (21.14 MB) MP4 015 Python - Visualization, Assessment and Exporting.mp4 (21.09 MB) MP4 016 Pros, Cons and Challenge.mp4 (27.69 MB) MP4 017 Python - Challenge Solutions.mp4 (142.88 MB) MP4 001 Game Plan.mp4 (21.4 MB) MP4 002 Facebook Prophet Introduction.mp4 (15.23 MB) MP4 003 Python - Importing Libraries and Data.mp4 (23.26 MB) MP4 004 Python - Transforming Date Variable.mp4 (12.2 MB) MP4 005 Python - Renaming Variables.mp4 (13.96 MB) MP4 006 Dynamic Holidays.mp4 (6.1 MB) MP4 007 Python - holidays.mp4 (28.55 MB) MP4 008 Python - Removing Variable and Training Set.mp4 (12.83 MB) MP4 009 Facebook Prophet Components.mp4 (5.79 MB) MP4 010 Python - Prophet model.mp4 (55.99 MB) MP4 011 Python - Future Dataframe.mp4 (32.3 MB) MP4 012 Python - Forecasting.mp4 (26.08 MB) MP4 013 Python - Visualization.mp4 (31.93 MB) MP4 014 Python - Model Assessment.mp4 (12.53 MB) MP4 015 Cross-Validation.mp4 (3.26 MB) MP4 016 Python - Cross-Validation.mp4 (15.95 MB) MP4 017 Python - Cross-Validation results.mp4 (35.46 MB) MP4 018 Parameters to be tuned.mp4 (2.8 MB) MP4 019 Python - Parameter Grid.mp4 (28.74 MB) MP4 020 Python - Hyperparameter Tuning.mp4 (75.34 MB) MP4 021 Python - Getting Best Parameters.mp4 (17.6 MB) MP4 022 Python - Final Prophet Model.mp4 (58.61 MB) MP4 023 Pros, Cons and Challenge.mp4 (57.66 MB) MP4 024 Python - Challenge Solutions.mp4 (116.38 MB) MP4 001 Game Plan.mp4 (13.77 MB) MP4 002 Prophet + XGBoost step by step.mp4 (4.27 MB) MP4 003 Python - Prepare Script.mp4 (50.25 MB) MP4 004 XGBoost.mp4 (25.73 MB) MP4 005 Python - Extracting Prophet Variables.mp4 (45.16 MB) MP4 006 Python - Training and Test Set.mp4 (12.72 MB) MP4 007 Python - Isolate X and Y.mp4 (14.39 MB) MP4 008 XGBoost Matrices.mp4 (11.51 MB) MP4 009 XGBoost Quirks and Parameters.mp4 (12.27 MB) MP4 010 Python - Setting Parameters.mp4 (18.89 MB) MP4 011 Python - XGBoost Model.mp4 (30.54 MB) MP4 012 Python - Forecasting.mp4 (17.14 MB) MP4 013 Python - Visualization.mp4 (21.6 MB) MP4 014 Python - Assessment and Export.mp4 (15.23 MB) MP4 015 Pros, Cons and Challenge.mp4 (43.16 MB) MP4 016 Python - Challenge Solutions.mp4 (105.66 MB) MP4 001 Game Plan.mp4 (17.25 MB) MP4 002 Why Ensemble.mp4 (14.33 MB) MP4 003 Python - Prepare Script.mp4 (38.23 MB) MP4 004 Python - Loading Predictions.mp4 (44.63 MB) MP4 005 Python - Ensemble Forecast.mp4 (18.25 MB) MP4 006 Python - Visualization and Assessment.mp4 (41 MB) MP4 007 Pros and Cons.mp4 (4.32 MB) MP4
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