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Language:
English
Total Size:
1.2 GB
Info Hash:
6AD4D5584FCB9EB16D99AEFDC6DC43F9D4058EE9
Added By:
Added:
Sept. 28, 2023, 3:33 p.m.
Stats:
|
(Last updated: May 20, 2025, 12:50 a.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 bytes |
| Bonus Resources.txt | 386 bytes |
| 01_supervised-learning-and-regression_instructions.html | 2.5 KB |
| 02_python-skills-assessment-quiz_quiz.html | 6.4 KB |
| 03_class-overview-who-these-courses-are-for.en.srt | 3.3 KB |
| 03_class-overview-who-these-courses-are-for.en.txt | 1.8 KB |
| 03_class-overview-who-these-courses-are-for.mp4 | 8.1 MB |
| 01_why-google.en.srt | 2.6 KB |
| 01_why-google.en.txt | 1.3 KB |
| 01_why-google.mp4 | 5.1 MB |
| 02_why-google-cloud-platform.en.srt | 3.7 KB |
| 02_why-google-cloud-platform.en.txt | 1.9 KB |
| 02_why-google-cloud-platform.mp4 | 6.9 MB |
| 04_google-cloud_quiz.html | 1.3 KB |
| 01_what-is-forecasting-part-1.en.srt | 8.2 KB |
| 01_what-is-forecasting-part-1.en.txt | 4.3 KB |
| 01_what-is-forecasting-part-1.mp4 | 10.6 MB |
| 02_what-is-forecasting-part-2.en.srt | 5.3 KB |
| 02_what-is-forecasting-part-2.en.txt | 3.5 KB |
| 02_what-is-forecasting-part-2.mp4 | 6.8 MB |
| 03_choosing-the-right-model-and-bqml-part-1.en.srt | 5.3 KB |
| 03_choosing-the-right-model-and-bqml-part-1.en.txt | 2.8 KB |
| 03_choosing-the-right-model-and-bqml-part-1.mp4 | 4.3 MB |
| 04_choosing-the-right-model-and-bqml-part-2.en.srt | 3.4 KB |
| 04_choosing-the-right-model-and-bqml-part-2.en.txt | 1.8 KB |
| 04_choosing-the-right-model-and-bqml-part-2.mp4 | 3.0 MB |
| 05_forecasting_quiz.html | 2.9 KB |
| 06_lab-intro-forecasting-stock-prices-using-regression-in-bqml.mp4 | 2.9 MB |
| 01_what-is-a-time-series.en.srt | 11.4 KB |
| 01_what-is-a-time-series.en.txt | 5.9 KB |
| 01_what-is-a-time-series.mp4 | 12.0 MB |
| 02_ar-auto-regressive.en.srt | 10.9 KB |
| 02_ar-auto-regressive.en.txt | 5.7 KB |
| 02_ar-auto-regressive.mp4 | 8.9 MB |
| 03_ma-moving-average.en.srt | 3.4 KB |
| 03_ma-moving-average.en.txt | 2.1 KB |
| 03_ma-moving-average.mp4 | 3.6 MB |
| 04_the-complete-arima-model.en.srt | 4.6 KB |
| 04_the-complete-arima-model.en.txt | 2.9 KB |
| 04_the-complete-arima-model.mp4 | 5.3 MB |
| 01_arima-compared-to-linear-regression.en.srt | 10.2 KB |
| 01_arima-compared-to-linear-regression.en.txt | 6.5 KB |
| 01_arima-compared-to-linear-regression.mp4 | 17.9 MB |
| 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.en.srt | 2.2 KB |
| 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.en.txt | 1.4 KB |
| 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.mp4 | 2.6 MB |
| 03_how-to-choose-arima-parameters-for-your-trading-model.en.srt | 6.5 KB |
| 03_how-to-choose-arima-parameters-for-your-trading-model.en.txt | 3.4 KB |
| 03_how-to-choose-arima-parameters-for-your-trading-model.mp4 | 5.7 MB |
| 04_time-series-terminology-auto-correlation.en.srt | 6.6 KB |
| 04_time-series-terminology-auto-correlation.en.txt | 3.6 KB |
| 04_time-series-terminology-auto-correlation.mp4 | 5.5 MB |
| 05_sensitivity-of-trading-strategy.en.srt | 7.0 KB |
| 05_sensitivity-of-trading-strategy.en.txt | 3.7 KB |
| 05_sensitivity-of-trading-strategy.mp4 | 7.6 MB |
| 06_time-series_quiz.html | 4.0 KB |
| 07_lab-intro-forecasting-stock-prices-using-arima.en.srt | 719 bytes |
| 07_lab-intro-forecasting-stock-prices-using-arima.en.txt | 389 bytes |
| 07_lab-intro-forecasting-stock-prices-using-arima.mp4 | 2.4 MB |
| 08_lab-walkthrough-forecasting-stock-prices-using-arima.en.srt | 10.1 KB |
| 08_lab-walkthrough-forecasting-stock-prices-using-arima.en.txt | 5.4 KB |
| 08_lab-walkthrough-forecasting-stock-prices-using-arima.mp4 | 15.5 MB |
| 01_short-history-of-ml-neural-networks.en.srt | 14.8 KB |
| 01_short-history-of-ml-neural-networks.en.txt | 7.7 KB |
| 01_short-history-of-ml-neural-networks.mp4 | 24.7 MB |
| 02_short-history-of-ml-modern-neural-networks.en.srt | 15.4 KB |
| 02_short-history-of-ml-modern-neural-networks.en.txt | 8.3 KB |
| 02_short-history-of-ml-modern-neural-networks.mp4 | 26.9 MB |
| 03_example-bigquery-ml-dnn-code_instructions.html | 1.7 KB |
| 03_example-bigquery-ml-dnn-code_predict_taxi_bigqueryml.md | 159.0 KB |
| 01_overfitting-and-underfitting.en.srt | 11.4 KB |
| 01_overfitting-and-underfitting.en.txt | 6.1 KB |
| 01_overfitting-and-underfitting.mp4 | 27.1 MB |
| 02_validation-and-training-data-splits.en.srt | 9.9 KB |
| 02_validation-and-training-data-splits.en.txt | 5.3 KB |
| 02_validation-and-training-data-splits.mp4 | 22.6 MB |
| 03_model-generalization_quiz.html | 1.8 KB |
| 01_recap-quiz_exam.html | 3.2 KB |
| 02_course-recap-preview-of-next-course.en.srt | 3.0 KB |
| 02_course-recap-preview-of-next-course.en.txt | 1.6 KB |
| 02_course-recap-preview-of-next-course.mp4 | 9.1 MB |
| 01__Arbitrage_Trading_Strategies.pdf | 1002.6 KB |
| 01__Course_Overview.pdf | 962.1 KB |
| 01__Exogenous_vs_Endogenous_Data.pdf | 639.0 KB |
| 01__Forecasting_Fundamentals.pdf | 2.8 MB |
| 01__Introduction_to_Backtesting.pdf | 690.1 KB |
| 01__Introduction_to_Quantitative_Trading.pdf | 858.9 KB |
| 01__Time_Series_Modeling.pdf | 2.6 MB |
| 01__Time_Series_Modeling_II.pdf | 1.0 MB |
| 01__resources.html | 2.3 KB |
| 01_introduction-to-course.en.srt | 12.1 KB |
| 01_introduction-to-course.en.txt | 6.4 KB |
| 01_introduction-to-course.mp4 | 9.0 MB |
| 02_basic-trading-strategy-building-a-trading-model.mp4 | 11.0 MB |
| 03_advanced-concepts-in-trading-strategies.en.srt | 9.8 KB |
| 03_advanced-concepts-in-trading-strategies.en.txt | 5.2 KB |
| 03_advanced-concepts-in-trading-strategies.mp4 | 16.3 MB |
| 01_overview.en.srt | 2.6 KB |
| 01_overview.en.txt | 1.4 KB |
| 01_overview.mp4 | 2.6 MB |
| 02_introduction-to-tensorflow.en.srt | 11.4 KB |
| 02_introduction-to-tensorflow.en.txt | 6.0 KB |
| 02_introduction-to-tensorflow.mp4 | 15.3 MB |
| 03_tensorflow-api-hierarchy.en.srt | 7.7 KB |
| 03_tensorflow-api-hierarchy.en.txt | 4.1 KB |
| 03_tensorflow-api-hierarchy.mp4 | 10.0 MB |
| 04_components-of-tensorflow-tensors-and-variables.en.srt | 13.8 KB |
| 04_components-of-tensorflow-tensors-and-variables.en.txt | 7.1 KB |
| 04_components-of-tensorflow-tensors-and-variables.mp4 | 13.3 MB |
| 05_getting-started-with-google-cloud-platform-and-qwiklabs.en.srt | 5.0 KB |
| 05_getting-started-with-google-cloud-platform-and-qwiklabs.en.txt | 3.0 KB |
| 05_getting-started-with-google-cloud-platform-and-qwiklabs.mp4 | 8.0 MB |
| 06_lab-intro-writing-low-level-tensorflow-programs.en.srt | 1.2 KB |
| 06_lab-intro-writing-low-level-tensorflow-programs.en.txt | 702 bytes |
| 06_lab-intro-writing-low-level-tensorflow-programs.mp4 | 1.3 MB |
| 07_working-in-memory-and-with-files.en.srt | 5.8 KB |
| 07_working-in-memory-and-with-files.en.txt | 3.2 KB |
| 07_working-in-memory-and-with-files.mp4 | 8.7 MB |
| 08_training-on-large-datasets-with-tf-data-api.en.srt | 7.9 KB |
| 08_training-on-large-datasets-with-tf-data-api.en.txt | 4.3 KB |
| 08_training-on-large-datasets-with-tf-data-api.mp4 | 10.7 MB |
| 09_getting-the-data-ready-for-model-training.en.srt | 10.9 KB |
| 09_getting-the-data-ready-for-model-training.en.txt | 5.7 KB |
| 09_getting-the-data-ready-for-model-training.mp4 | 13.8 MB |
| 10_embeddings.en.srt | 14.9 KB |
| 10_embeddings.en.txt | 7.9 KB |
| 10_embeddings.mp4 | 21.5 MB |
| 11_lab-intro-manipulating-data-with-tensorflow-dataset-api.en.srt | 935 bytes |
| 11_lab-intro-manipulating-data-with-tensorflow-dataset-api.en.txt | 605 bytes |
| 11_lab-intro-manipulating-data-with-tensorflow-dataset-api.mp4 | 966.0 KB |
| 01_overview.en.srt | 1008 bytes |
| 01_overview.en.txt | 542 bytes |
| 01_overview.mp4 | 2.2 MB |
| 02_activation-functions.en.srt | 14.7 KB |
| 02_activation-functions.en.txt | 7.6 KB |
| 02_activation-functions.mp4 | 17.9 MB |
| 05_serving-models-in-the-cloud.en.srt | 4.4 KB |
| 05_serving-models-in-the-cloud.en.txt | 2.8 KB |
| 05_serving-models-in-the-cloud.mp4 | 5.2 MB |
| 06_lab-intro-keras-sequential-api.mp4 | 616.9 KB |
| 08_regularization-the-basics.en.srt | 7.1 KB |
| 08_regularization-the-basics.en.txt | 4.5 KB |
| 08_regularization-the-basics.mp4 | 8.4 MB |
| 10_regularization-dropout.en.srt | 9.0 KB |
| 10_regularization-dropout.en.txt | 4.7 KB |
| 10_regularization-dropout.mp4 | 9.0 MB |
| 11_lab-intro-keras-functional-api.mp4 | 2.8 MB |
| 12_recap.en.srt | 1.4 KB |
| 12_recap.en.txt | 886 bytes |
| 12_recap.mp4 | 7.2 MB |
| 01_introduction-to-momentum-trading.en.srt | 16.0 KB |
| 01_introduction-to-momentum-trading.en.txt | 8.5 KB |
| 01_introduction-to-momentum-trading.mp4 | 20.7 MB |
| 02_introduction-to-hurst.en.srt | 11.5 KB |
| 02_introduction-to-hurst.en.txt | 7.3 KB |
| 02_introduction-to-hurst.mp4 | 11.4 MB |
| 03_hurst-exponent-and-trading-signals-derived-from-market-time-series_66670.pdf | 333.4 KB |
| 01_building-a-momentum-trading-model.en.srt | 10.7 KB |
| 01_building-a-momentum-trading-model.en.txt | 6.8 KB |
| 01_building-a-momentum-trading-model.mp4 | 17.9 MB |
| 02_define-the-problem.en.srt | 14.8 KB |
| 02_define-the-problem.en.txt | 7.7 KB |
| 02_define-the-problem.mp4 | 22.1 MB |
| 03_collect-the-data.en.srt | 3.2 KB |
| 03_collect-the-data.en.txt | 2.0 KB |
| 03_collect-the-data.mp4 | 3.3 MB |
| 04_creating-features.en.srt | 3.9 KB |
| 04_creating-features.en.txt | 2.5 KB |
| 04_creating-features.mp4 | 10.4 MB |
| 05_split-the-data.en.srt | 5.8 KB |
| 05_split-the-data.en.txt | 3.1 KB |
| 05_split-the-data.mp4 | 5.1 MB |
| 06_selecting-a-machine-learning-algorithm.en.srt | 4.7 KB |
| 06_selecting-a-machine-learning-algorithm.en.txt | 2.9 KB |
| 06_selecting-a-machine-learning-algorithm.mp4 | 5.0 MB |
| 07_backtest-on-unseen-data.en.srt | 2.5 KB |
| 07_backtest-on-unseen-data.en.txt | 1.3 KB |
| 07_backtest-on-unseen-data.mp4 | 5.9 MB |
| 09_lab-intro-momentum-trading.en.srt | 1.0 KB |
| 09_lab-intro-momentum-trading.en.txt | 563 bytes |
| 09_lab-intro-momentum-trading.mp4 | 3.5 MB |
| 10_momentum-trading-lab-solution.en.srt | 7.6 KB |
| 10_momentum-trading-lab-solution.en.txt | 4.0 KB |
| 10_momentum-trading-lab-solution.mp4 | 28.4 MB |
| 01_introduction-to-pair-trading.en.srt | 9.8 KB |
| 01_introduction-to-pair-trading.en.txt | 5.9 KB |
| 01_introduction-to-pair-trading.mp4 | 31.6 MB |
| 02_picking-pairs.en.srt | 6.6 KB |
| 02_picking-pairs.en.txt | 3.4 KB |
| 02_picking-pairs.mp4 | 16.1 MB |
| 03_picking-pairs-with-clustering.en.srt | 10.8 KB |
| 03_picking-pairs-with-clustering.en.txt | 6.6 KB |
| 03_picking-pairs-with-clustering.mp4 | 22.7 MB |
| 01_how-to-implement-a-pair-trading-strategy.en.srt | 13.3 KB |
| 01_how-to-implement-a-pair-trading-strategy.en.txt | 7.1 KB |
| 01_how-to-implement-a-pair-trading-strategy.mp4 | 19.8 MB |
| 02_evaluate-results-of-a-pair-trade.en.srt | 8.0 KB |
| 02_evaluate-results-of-a-pair-trade.en.txt | 4.9 KB |
| 02_evaluate-results-of-a-pair-trade.mp4 | 27.7 MB |
| 01_backtesting-and-avoiding-overfitting.en.srt | 10.4 KB |
| 01_backtesting-and-avoiding-overfitting.en.txt | 5.5 KB |
| 01_backtesting-and-avoiding-overfitting.mp4 | 30.1 MB |
| 02_next-steps-improvements-to-your-pairs-strategy.en.srt | 9.5 KB |
| 02_next-steps-improvements-to-your-pairs-strategy.en.txt | 5.0 KB |
| 02_next-steps-improvements-to-your-pairs-strategy.mp4 | 24.6 MB |
| 03_lab-intro-pairs-trading.en.srt | 707 bytes |
| 03_lab-intro-pairs-trading.en.txt | 377 bytes |
| 03_lab-intro-pairs-trading.mp4 | 2.6 MB |
| 04_lab-solution-pairs-trading.en.srt | 2.8 KB |
| 04_lab-solution-pairs-trading.en.txt | 1.7 KB |
| 04_lab-solution-pairs-trading.mp4 | 27.9 MB |
| 01_kalman-filter-introduction.en.srt | 14.5 KB |
| 01_kalman-filter-introduction.en.txt | 9.2 KB |
| 01_kalman-filter-introduction.mp4 | 16.8 MB |
| 02_kalman-filter-trading-applications.en.srt | 8.0 KB |
| 02_kalman-filter-trading-applications.en.txt | 5.1 KB |
| 02_kalman-filter-trading-applications.mp4 | 19.4 MB |
| 01__Module_PDF_-_Build_a_Pair_Trading_strategy_prediction_model.pdf | 2.0 MB |
| 01__Module_PDF_-_Build_a_momentum-based_trading_system.pdf | 5.4 MB |
| 01__Module_PDF_-_Training_neural_networks_with_Tensorflow_2_and_Keras.pdf | 4.8 MB |
| 01__Module_PDF_-_Understand_quantitative_trading_strategies.pdf | 1.6 MB |
| 01__Module_PDF_-__Intro_to_Course.pdf | 786.8 KB |
| 01__resources.html | 2.1 KB |
| 01_introduction-to-course.en.srt | 4.5 KB |
| 01_introduction-to-course.en.txt | 2.3 KB |
| 01_introduction-to-course.mp4 | 9.7 MB |
| 02_what-is-reinforcement-learning.en.srt | 17.2 KB |
| 02_what-is-reinforcement-learning.en.txt | 9.2 KB |
| 02_what-is-reinforcement-learning.mp4 | 20.4 MB |
| 01_history-overview.en.srt | 4.3 KB |
| 01_history-overview.en.txt | 2.7 KB |
| 01_history-overview.mp4 | 5.1 MB |
| 02_value-iteration.en.srt | 15.7 KB |
| 02_value-iteration.en.txt | 9.7 KB |
| 02_value-iteration.mp4 | 13.2 MB |
| 03_policy-iteration.en.srt | 11.1 KB |
| 03_policy-iteration.en.txt | 7.0 KB |
| 03_policy-iteration.mp4 | 11.0 MB |
| 01_td-learning.en.srt | 15.3 KB |
| 01_td-learning.en.txt | 8.0 KB |
| 01_td-learning.mp4 | 12.7 MB |
| 02_q-learning.en.srt | 10.4 KB |
| 02_q-learning.en.txt | 6.6 KB |
| 02_q-learning.mp4 | 13.5 MB |
| 03_benefits-of-reinforcement-learning-in-your-trading-strategy.en.srt | 9.7 KB |
| 03_benefits-of-reinforcement-learning-in-your-trading-strategy.en.txt | 5.1 KB |
| 03_benefits-of-reinforcement-learning-in-your-trading-strategy.mp4 | 16.2 MB |
| 04_drl-advantages-for-strategy-efficiency-and-performance.en.srt | 12.0 KB |
| 04_drl-advantages-for-strategy-efficiency-and-performance.en.txt | 6.4 KB |
| 04_drl-advantages-for-strategy-efficiency-and-performance.mp4 | 37.4 MB |
| 06_introduction-to-qwiklabs.en.srt | 4.9 KB |
| 06_introduction-to-qwiklabs.en.txt | 3.0 KB |
| 06_introduction-to-qwiklabs.mp4 | 8.0 MB |
| 01_td-gammon.en.srt | 7.6 KB |
| 01_td-gammon.en.txt | 4.0 KB |
| 01_td-gammon.mp4 | 11.9 MB |
| 02_deep-q-networks-loss.en.srt | 4.0 KB |
| 02_deep-q-networks-loss.en.txt | 2.5 KB |
| 02_deep-q-networks-loss.mp4 | 3.5 MB |
| 03_deep-q-networks-memory.en.srt | 3.9 KB |
| 03_deep-q-networks-memory.en.txt | 2.5 KB |
| 03_deep-q-networks-memory.mp4 | 5.7 MB |
| 04_deep-q-networks-code.en.srt | 5.7 KB |
| 04_deep-q-networks-code.en.txt | 3.6 KB |
| 04_deep-q-networks-code.mp4 | 6.2 MB |
| 01_policy-gradients.en.srt | 9.6 KB |
| 01_policy-gradients.en.txt | 5.1 KB |
| 01_policy-gradients.mp4 | 8.7 MB |
| 02_actor-critic.en.srt | 4.9 KB |
| 02_actor-critic.en.txt | 3.2 KB |
| 02_actor-critic.mp4 | 7.6 MB |
| 01_what-is-lstm.en.srt | 9.0 KB |
| 01_what-is-lstm.en.txt | 5.8 KB |
| 01_what-is-lstm.mp4 | 13.0 MB |
| 02_more-on-lstm.en.srt | 6.0 KB |
| 02_more-on-lstm.en.txt | 3.2 KB |
| 02_more-on-lstm.mp4 | 6.6 MB |
| 03_applying-lstm-to-time-series-data.en.srt | 9.1 KB |
| 03_applying-lstm-to-time-series-data.en.txt | 5.8 KB |
| 03_applying-lstm-to-time-series-data.mp4 | 11.4 MB |
| 01_how-to-develop-a-drl-trading-system.en.srt | 2.1 KB |
| 01_how-to-develop-a-drl-trading-system.en.txt | 1.4 KB |
| 01_how-to-develop-a-drl-trading-system.mp4 | 3.7 MB |
| 02_steps-required-to-develop-a-drl-strategy.en.srt | 10.8 KB |
| 02_steps-required-to-develop-a-drl-strategy.en.txt | 5.7 KB |
| 02_steps-required-to-develop-a-drl-strategy.mp4 | 31.2 MB |
| 03_final-checks-before-going-live-with-your-strategy.en.srt | 7.6 KB |
| 03_final-checks-before-going-live-with-your-strategy.en.txt | 4.1 KB |
| 03_final-checks-before-going-live-with-your-strategy.mp4 | 23.9 MB |
| 04_investment-and-trading-risk-management.en.srt | 7.3 KB |
| 04_investment-and-trading-risk-management.en.txt | 3.9 KB |
| 04_investment-and-trading-risk-management.mp4 | 18.5 MB |
| 05_trading-strategy-risk-management.en.srt | 7.2 KB |
| 05_trading-strategy-risk-management.en.txt | 3.9 KB |
| 05_trading-strategy-risk-management.mp4 | 21.7 MB |
| 06_portfolio-risk-reduction.en.srt | 6.3 KB |
| 06_portfolio-risk-reduction.en.txt | 3.4 KB |
| 06_portfolio-risk-reduction.mp4 | 18.2 MB |
| 01_why-automl.en.srt | 15.7 KB |
| 01_why-automl.en.txt | 9.7 KB |
| 01_why-automl.mp4 | 23.1 MB |
| 02_automl-vision.en.srt | 3.5 KB |
| 02_automl-vision.en.txt | 1.9 KB |
| 02_automl-vision.mp4 | 5.1 MB |
| 03_automl-nlp.en.srt | 4.5 KB |
| 03_automl-nlp.en.txt | 2.4 KB |
| 03_automl-nlp.mp4 | 5.0 MB |
| 04_automl-tables.en.srt | 8.1 KB |
| 04_automl-tables.en.txt | 5.2 KB |
| 04_automl-tables.mp4 | 21.6 MB |
| 01__Module_0__Introduction_to_Course_.pdf | 1.0 MB |
| 01__Module_1__Early_Reinforcement_Learning_.pdf | 1.7 MB |
| 01__Module_2__Neural_Network_Based_Reinforcement_Learning.pdf | 3.3 MB |
| 01__Module_3__Portfolio_Optimization_.pdf | 767.3 KB |
| 01__resources.html | 1.8 KB |
Name
DL
Uploader
Size
S/L
Added
-
1.4 GB
[49
/
37]
2024-05-03
| Uploaded by SunRiseZone | Size 1.4 GB | Health [ 49 /37 ] | Added 2024-05-03 |
-
1.2 GB
[13
/
3]
2023-09-28
| Uploaded by FreeCourseWeb | Size 1.2 GB | Health [ 13 /3 ] | Added 2023-09-28 |
-
3.5 GB
[27
/
3]
2023-07-06
| Uploaded by FreeCourseWeb | Size 3.5 GB | Health [ 27 /3 ] | Added 2023-07-06 |
-
881.1 MB
[4
/
8]
2023-06-02
| Uploaded by SunRiseZone | Size 881.1 MB | Health [ 4 /8 ] | Added 2023-06-02 |
NOTE
SOURCE: Coursera Machine Learning for Trading Specialization DevCourseWeb
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