[ DevCourseWeb.com ] Coursera - Machine Learning for Trading Specialization

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[ DevCourseWeb.com ] Coursera - Machine Learning for Trading Specialization

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收录时间：2023-12-21
最近下载：2025-12-19

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文件列表

  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/03_online-learning/04_drl-advantages-for-strategy-efficiency-and-performance.mp4 39.2 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/01_picking-pairs/01_introduction-to-pair-trading.mp4 33.1 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/01_investment-and-trading-portfolio-optimization/02_steps-required-to-develop-a-drl-strategy.mp4 32.8 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/03_backtesting-and-avoiding-overfitting/01_backtesting-and-avoiding-overfitting.mp4 31.6 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/10_momentum-trading-lab-solution.mp4 29.8 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/03_backtesting-and-avoiding-overfitting/04_lab-solution-pairs-trading.mp4 29.3 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/02_trading-strategy/02_evaluate-results-of-a-pair-trade.mp4 29.1 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/02_model-generalization/01_overfitting-and-underfitting.mp4 28.5 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/01_deep-learning/02_short-history-of-ml-modern-neural-networks.mp4 28.2 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/01_deep-learning/01_short-history-of-ml-neural-networks.mp4 25.9 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/03_backtesting-and-avoiding-overfitting/02_next-steps-improvements-to-your-pairs-strategy.mp4 25.8 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/01_investment-and-trading-portfolio-optimization/03_final-checks-before-going-live-with-your-strategy.mp4 25.0 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/02_automl/01_why-automl.mp4 24.2 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/01_picking-pairs/03_picking-pairs-with-clustering.mp4 23.8 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/02_model-generalization/02_validation-and-training-data-splits.mp4 23.7 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/02_define-the-problem.mp4 23.2 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/01_investment-and-trading-portfolio-optimization/05_trading-strategy-risk-management.mp4 22.7 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/02_automl/04_automl-tables.mp4 22.6 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/10_embeddings.mp4 22.5 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/01_identify-momentum-based-factors/01_introduction-to-momentum-trading.mp4 21.7 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/01_introduction-to-course/02_what-is-reinforcement-learning.mp4 21.4 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/02_trading-strategy/01_how-to-implement-a-pair-trading-strategy.mp4 20.8 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/04_optimize-momentum-trading-model-to-minimize-costs/02_kalman-filter-trading-applications.mp4 20.3 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/01_investment-and-trading-portfolio-optimization/04_investment-and-trading-risk-management.mp4 19.4 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/01_investment-and-trading-portfolio-optimization/06_portfolio-risk-reduction.mp4 19.1 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/02_comparing-regression-to-arima/01_arima-compared-to-linear-regression.mp4 18.8 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/03_training-neural-networks-with-tensorflow-2-and-keras/01_overview-of-neural-networks-and-introduction-to-keras-apis/02_activation-functions.mp4 18.7 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/01_building-a-momentum-trading-model.mp4 18.7 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/04_optimize-momentum-trading-model-to-minimize-costs/01_kalman-filter-introduction.mp4 17.6 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/01_introduction-to-quantitative-trading-and-tensorflow/02_understand-quantitative-trading-strategies/03_advanced-concepts-in-trading-strategies.mp4 17.1 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/03_online-learning/03_benefits-of-reinforcement-learning-in-your-trading-strategy.mp4 17.0 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/01_picking-pairs/02_picking-pairs.mp4 16.9 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/02_comparing-regression-to-arima/08_lab-walkthrough-forecasting-stock-prices-using-arima.mp4 16.2 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/02_introduction-to-tensorflow.mp4 16.0 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/09_getting-the-data-ready-for-model-training.mp4 14.5 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/03_online-learning/02_q-learning.mp4 14.1 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/04_components-of-tensorflow-tensors-and-variables.mp4 13.9 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/02_working-with-mdps/02_value-iteration.mp4 13.9 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/03_what-is-lstm-and-how-to-apply-it/01_what-is-lstm.mp4 13.7 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/03_online-learning/01_td-learning.mp4 13.3 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/01_what-is-a-time-series.mp4 12.6 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/01_q-networks/01_td-gammon.mp4 12.5 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/03_what-is-lstm-and-how-to-apply-it/03_applying-lstm-to-time-series-data.mp4 12.0 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/01_identify-momentum-based-factors/02_introduction-to-hurst.mp4 11.9 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/01_introduction-to-quantitative-trading-and-tensorflow/02_understand-quantitative-trading-strategies/02_basic-trading-strategy-building-a-trading-model.mp4 11.6 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/02_working-with-mdps/03_policy-iteration.mp4 11.5 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/08_training-on-large-datasets-with-tf-data-api.mp4 11.2 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/02_supervised-learning-with-bigquery-ml/01_introduction-to-supervised-learning/01_what-is-forecasting-part-1.mp4 11.1 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/04_creating-features.mp4 10.9 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/03_tensorflow-api-hierarchy.mp4 10.5 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/01_introduction-to-course/01_introduction-to-course.mp4 10.1 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/03_course-recap/02_course-recap-preview-of-next-course.mp4 9.6 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/01_introduction-to-quantitative-trading-and-tensorflow/01_introduction-to-tensorflow-trading-ml/01_introduction-to-course.mp4 9.5 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/03_training-neural-networks-with-tensorflow-2-and-keras/01_overview-of-neural-networks-and-introduction-to-keras-apis/10_regularization-dropout.mp4 9.4 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/02_ar-auto-regressive.mp4 9.3 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/07_working-in-memory-and-with-files.mp4 9.1 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/02_policy-gradients/01_policy-gradients.mp4 9.1 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/03_training-neural-networks-with-tensorflow-2-and-keras/01_overview-of-neural-networks-and-introduction-to-keras-apis/08_regularization-the-basics.mp4 8.8 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/01_introduction-to-trading-with-machine-learning-on-google-cloud/01_meet-and-greet/03_class-overview-who-these-courses-are-for.mp4 8.5 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/05_getting-started-with-google-cloud-platform-and-qwiklabs.mp4 8.4 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/03_online-learning/06_introduction-to-qwiklabs.mp4 8.4 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/02_comparing-regression-to-arima/05_sensitivity-of-trading-strategy.mp4 8.0 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/02_policy-gradients/02_actor-critic.mp4 8.0 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/03_training-neural-networks-with-tensorflow-2-and-keras/01_overview-of-neural-networks-and-introduction-to-keras-apis/12_recap.mp4 7.6 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/01_introduction-to-trading-with-machine-learning-on-google-cloud/03_why-google-cloud-platform/02_why-google-cloud-platform.mp4 7.2 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/02_supervised-learning-with-bigquery-ml/01_introduction-to-supervised-learning/02_what-is-forecasting-part-2.mp4 7.1 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/03_what-is-lstm-and-how-to-apply-it/02_more-on-lstm.mp4 6.9 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/01_q-networks/04_deep-q-networks-code.mp4 6.5 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/07_backtest-on-unseen-data.mp4 6.2 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/01_q-networks/03_deep-q-networks-memory.mp4 6.0 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/02_comparing-regression-to-arima/03_how-to-choose-arima-parameters-for-your-trading-model.mp4 6.0 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/02_comparing-regression-to-arima/04_time-series-terminology-auto-correlation.mp4 5.8 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/06_Resources/01_course-slides-pdf/01__Module_PDF_-_Build_a_momentum-based_trading_system.pdf 5.7 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/04_the-complete-arima-model.mp4 5.6 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/03_training-neural-networks-with-tensorflow-2-and-keras/01_overview-of-neural-networks-and-introduction-to-keras-apis/05_serving-models-in-the-cloud.mp4 5.4 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/05_split-the-data.mp4 5.4 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/01_introduction-to-trading-with-machine-learning-on-google-cloud/03_why-google-cloud-platform/01_why-google.mp4 5.4 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/02_automl/02_automl-vision.mp4 5.3 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/01_introduction-to-course-and-reinforcement-learning/02_working-with-mdps/01_history-overview.mp4 5.3 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/02_automl/03_automl-nlp.mp4 5.2 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/06_selecting-a-machine-learning-algorithm.mp4 5.2 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/06_Resources/01_course-slides-pdf/01__Module_PDF_-_Training_neural_networks_with_Tensorflow_2_and_Keras.pdf 5.0 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/02_supervised-learning-with-bigquery-ml/01_introduction-to-supervised-learning/03_choosing-the-right-model-and-bqml-part-1.mp4 4.5 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/03_portfolio-optimization/01_investment-and-trading-portfolio-optimization/01_how-to-develop-a-drl-trading-system.mp4 3.8 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/03_ma-moving-average.mp4 3.7 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/02_neural-network-based-reinforcement-learning/01_q-networks/02_deep-q-networks-loss.mp4 3.7 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/09_lab-intro-momentum-trading.mp4 3.7 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/04_build-a-momentum-based-trading-system/02_build-a-trading-model-that-uses-momentum-factors/03_collect-the-data.mp4 3.5 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/04_Resources/01_module-slides-pdf/01__Module_2__Neural_Network_Based_Reinforcement_Learning.pdf 3.5 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/02_supervised-learning-with-bigquery-ml/01_introduction-to-supervised-learning/04_choosing-the-right-model-and-bqml-part-2.mp4 3.1 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/02_supervised-learning-with-bigquery-ml/01_introduction-to-supervised-learning/06_lab-intro-forecasting-stock-prices-using-regression-in-bqml.mp4 3.1 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Forecasting_Fundamentals.pdf 3.0 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/03_training-neural-networks-with-tensorflow-2-and-keras/01_overview-of-neural-networks-and-introduction-to-keras-apis/11_lab-intro-keras-functional-api.mp4 2.9 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/05_build-a-pair-trading-strategy-prediction-model/03_backtesting-and-avoiding-overfitting/03_lab-intro-pairs-trading.mp4 2.8 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/01_overview.mp4 2.7 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Time_Series_Modeling.pdf 2.7 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/02_comparing-regression-to-arima/02_how-can-you-get-a-variety-of-models-from-just-a-single-series.mp4 2.7 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/02_comparing-regression-to-arima/07_lab-intro-forecasting-stock-prices-using-arima.mp4 2.5 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/03_training-neural-networks-with-tensorflow-2-and-keras/01_overview-of-neural-networks-and-introduction-to-keras-apis/01_overview.mp4 2.3 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/06_Resources/01_course-slides-pdf/01__Module_PDF_-_Build_a_Pair_Trading_strategy_prediction_model.pdf 2.1 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/04_Resources/01_module-slides-pdf/01__Module_1__Early_Reinforcement_Learning_.pdf 1.8 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/06_Resources/01_course-slides-pdf/01__Module_PDF_-_Understand_quantitative_trading_strategies.pdf 1.7 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/06_lab-intro-writing-low-level-tensorflow-programs.mp4 1.4 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Time_Series_Modeling_II.pdf 1.1 MB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/04_Resources/01_module-slides-pdf/01__Module_0__Introduction_to_Course_.pdf 1.1 MB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Arbitrage_Trading_Strategies.pdf 1.0 MB
  • ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/11_lab-intro-manipulating-data-with-tensorflow-dataset-api.mp4 989.2 kB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Course_Overview.pdf 985.2 kB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Introduction_to_Quantitative_Trading.pdf 879.5 kB
  • ~Get Your Files Here !/machine-learning-trading-finance/06_Resources/01_course-slides-pdf/01__Module_PDF_-__Intro_to_Course.pdf 805.7 kB
  • ~Get Your Files Here !/trading-strategies-reinforcement-learning/04_Resources/01_module-slides-pdf/01__Module_3__Portfolio_Optimization_.pdf 785.7 kB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Introduction_to_Backtesting.pdf 706.6 kB
  • ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Exogenous_vs_Endogenous_Data.pdf 654.4 kB
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