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TORRENT DETAILS
Coursera - Machine Learning For Trading Specialization
TORRENT SUMMARY
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Start Your Career in Machine Learning for Trading. Learn the machine learning techniques used in quantitative trading
What you'll learn
Understand the structure and techniques used in machine learning, deep learning, and reinforcement learning (RL) strategies.
Describe the steps required to develop and test an ML-driven trading strategy.
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FILE LIST
Filename
Size
~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
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~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
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~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
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~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
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