Coursera - Machine Learning for Trading Specialization

• Coursera - Machine Learning for Trading Specialization
• ~Get Your Files Here !/Bonus Resources.txt 386 B
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/01_introduction-to-trading-with-machine-learning-on-google-cloud/01_meet-and-greet/01_supervised-learning-and-regression_instructions.html 2.5 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/01_introduction-to-trading-with-machine-learning-on-google-cloud/01_meet-and-greet/02_python-skills-assessment-quiz_quiz.html 6.4 KB
• ~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.en.srt 3.3 KB
• ~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.en.txt 1.8 KB
• ~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 8.1 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.en.srt 2.6 KB
• ~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.en.txt 1.3 KB
• ~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 5.1 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.en.srt 3.7 KB
• ~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.en.txt 1.9 KB
• ~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 6.9 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/04_google-cloud_quiz.html 1.3 KB
• ~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.en.srt 8.2 KB
• ~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.en.txt 4.3 KB
• ~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 10.6 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.en.srt 5.3 KB
• ~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.en.txt 3.5 KB
• ~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 6.8 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.en.srt 5.3 KB
• ~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.en.txt 2.8 KB
• ~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 4.3 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.en.srt 3.4 KB
• ~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.en.txt 1.8 KB
• ~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 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/02_supervised-learning-with-bigquery-ml/01_introduction-to-supervised-learning/05_forecasting_quiz.html 2.9 KB
• ~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 2.9 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.en.srt 11.4 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/01_what-is-a-time-series.en.txt 5.9 KB
• ~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 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/02_ar-auto-regressive.en.srt 10.9 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/02_ar-auto-regressive.en.txt 5.7 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/02_ar-auto-regressive.mp4 8.9 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/03_ma-moving-average.en.srt 3.4 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/03_ma-moving-average.en.txt 2.1 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/03_ma-moving-average.mp4 3.6 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/04_the-complete-arima-model.en.srt 4.6 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/04_the-complete-arima-model.en.txt 2.9 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/01_time-series/04_the-complete-arima-model.mp4 5.3 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.en.srt 10.2 KB
• ~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.en.txt 6.5 KB
• ~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 17.9 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.en.srt 2.2 KB
• ~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.en.txt 1.4 KB
• ~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 2.6 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.en.srt 6.5 KB
• ~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.en.txt 3.4 KB
• ~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 5.7 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.en.srt 6.6 KB
• ~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.en.txt 3.6 KB
• ~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 5.5 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.en.srt 7 KB
• ~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.en.txt 3.7 KB
• ~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 7.6 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/03_time-series-and-arima-modeling/02_comparing-regression-to-arima/06_time-series_quiz.html 4 KB
• ~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.en.srt 719 B
• ~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.en.txt 389 B
• ~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 2.4 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.en.srt 10.1 KB
• ~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.en.txt 5.4 KB
• ~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 15.5 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.en.srt 14.8 KB
• ~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.en.txt 7.7 KB
• ~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 24.7 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.en.srt 15.4 KB
• ~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.en.txt 8.3 KB
• ~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 26.9 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/01_deep-learning/03_example-bigquery-ml-dnn-code_instructions.html 1.7 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/01_deep-learning/03_example-bigquery-ml-dnn-code_predict_taxi_bigqueryml.md 159 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/02_model-generalization/01_overfitting-and-underfitting.en.srt 11.4 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/02_model-generalization/01_overfitting-and-underfitting.en.txt 6.1 KB
• ~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 27.1 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.en.srt 9.9 KB
• ~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.en.txt 5.3 KB
• ~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 22.6 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/02_model-generalization/03_model-generalization_quiz.html 1.8 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/04_introduction-to-neural-networks-and-deep-learning/03_course-recap/01_recap-quiz_exam.html 3.2 KB
• ~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.en.srt 3 KB
• ~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.en.txt 1.6 KB
• ~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 9.1 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Arbitrage_Trading_Strategies.pdf 1002.6 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Course_Overview.pdf 962.1 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Exogenous_vs_Endogenous_Data.pdf 639 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Forecasting_Fundamentals.pdf 2.8 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Introduction_to_Backtesting.pdf 690.1 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Introduction_to_Quantitative_Trading.pdf 858.9 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__resources.html 2.3 KB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Time_Series_Modeling.pdf 2.6 MB
• ~Get Your Files Here !/introduction-trading-machine-learning-gcp/05_Resources/01_module-slides-pdf/01__Time_Series_Modeling_II.pdf 1 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.en.srt 12.1 KB
• ~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.en.txt 6.4 KB
• ~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 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 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.en.srt 9.8 KB
• ~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.en.txt 5.2 KB
• ~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 16.3 MB
• ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/01_overview.en.srt 2.6 KB
• ~Get Your Files Here !/machine-learning-trading-finance/02_introduction-to-tensorflow/01_introduction-to-tensorflow/01_overview.en.txt 1.4 KB

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