Machine Learning for Trading Specialization

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Files Included :

03 class-overview-who-these-courses-are-for.mp4 (8.15 MB)
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01 why-google.mp4 (5.14 MB)
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02 why-google-cloud-platform.mp4 (6.86 MB)
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01 what-is-forecasting-part-1.mp4 (10.63 MB)
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02 what-is-forecasting-part-2.mp4 (6.8 MB)
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03 choosing-the-right-model-and-bqml-part-1.mp4 (4.34 MB)
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04 choosing-the-right-model-and-bqml-part-2.mp4 (2.97 MB)
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06 lab-intro-forecasting-stock-prices-using-regression-in-bqml.mp4 (2.92 MB)
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01 what-is-a-time-series.mp4 (11.98 MB)
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02 ar-auto-regressive.mp4 (8.88 MB)
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03 ma-moving-average.mp4 (3.56 MB)
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04 the-complete-arima-model.mp4 (5.31 MB)
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01 arima-compared-to-linear-regression.mp4 (17.89 MB)
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02 how-can-you-get-a-variety-of-models-from-just-a-single-series.mp4 (2.56 MB)
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03 how-to-choose-arima-parameters-for-your-trading-model.mp4 (5.71 MB)
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04 time-series-terminology-auto-correlation.mp4 (5.53 MB)
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05 sensitivity-of-trading-strategy.mp4 (7.61 MB)
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07 lab-intro-forecasting-stock-prices-using-arima.mp4 (2.42 MB)
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08 lab-walkthrough-forecasting-stock-prices-using-arima.mp4 (15.47 MB)
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01 short-history-of-ml-neural-networks.mp4 (24.71 MB)
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02 short-history-of-ml-modern-neural-networks.mp4 (26.86 MB)
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01 overfitting-and-underfitting.mp4 (27.14 MB)
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02 validation-and-training-data-splits.mp4 (22.59 MB)
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02 course-recap-preview-of-next-course.mp4 (9.12 MB)
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01 introduction-to-course.mp4 (9.03 MB)
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02 basic-trading-strategy-building-a-trading-model.mp4 (11.03 MB)
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03 advanced-concepts-in-trading-strategies.mp4 (16.33 MB)
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01 overview.mp4 (2.6 MB)
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02 introduction-to-tensorflow.mp4 (15.28 MB)
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03 tensorflow-api-hierarchy.mp4 (10.03 MB)
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04 components-of-tensorflow-tensors-and-variables.mp4 (13.29 MB)
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05 getting-started-with-google-cloud-platform-and-qwiklabs.mp4 (8.02 MB)
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06 lab-intro-writing-low-level-tensorflow-programs.mp4 (1.29 MB)
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07 working-in-memory-and-with-files.mp4 (8.7 MB)
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08 training-on-large-datasets-with-tf-data-api.mp4 (10.67 MB)
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09 getting-the-data-ready-for-model-training.mp4 (13.84 MB)
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10 embeddings.mp4 (21.5 MB)
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11 lab-intro-manipulating-data-with-tensorflow-dataset-api.mp4 (966.02 KB)
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01 overview.mp4 (2.21 MB)
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02 activation-functions.mp4 (17.88 MB)
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05 serving-models-in-the-cloud.mp4 (5.17 MB)
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06 lab-intro-keras-sequential-api.mp4 (616.9 KB)
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08 regularization-the-basics.mp4 (8.37 MB)
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10 regularization-dropout.mp4 (8.97 MB)
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11 lab-intro-keras-functional-api.mp4 (2.8 MB)
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12 recap.mp4 (7.23 MB)
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01 introduction-to-momentum-trading.mp4 (20.69 MB)
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02 introduction-to-hurst.mp4 (11.37 MB)
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01 building-a-momentum-trading-model.mp4 (17.85 MB)
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02 define-the-problem.mp4 (22.12 MB)
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03 collect-the-data.mp4 (3.31 MB)
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04 creating-features.mp4 (10.37 MB)
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05 split-the-data.mp4 (5.14 MB)
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06 selecting-a-machine-learning-algorithm.mp4 (4.95 MB)
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07 backtest-on-unseen-data.mp4 (5.91 MB)
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09 lab-intro-momentum-trading.mp4 (3.51 MB)
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10 momentum-trading-lab-solution.mp4 (28.44 MB)
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01 introduction-to-pair-trading.mp4 (31.59 MB)
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02 picking-pairs.mp4 (16.09 MB)
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03 picking-pairs-with-clustering.mp4 (22.66 MB)
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01 how-to-implement-a-pair-trading-strategy.mp4 (19.8 MB)
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02 evaluate-results-of-a-pair-trade.mp4 (27.75 MB)
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01 backtesting-and-avoiding-overfitting.mp4 (30.12 MB)
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02 next-steps-improvements-to-your-pairs-strategy.mp4 (24.59 MB)
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03 lab-intro-pairs-trading.mp4 (2.63 MB)
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04 lab-solution-pairs-trading.mp4 (27.95 MB)
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01 kalman-filter-introduction.mp4 (16.78 MB)
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02 kalman-filter-trading-applications.mp4 (19.36 MB)
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01 introduction-to-course.mp4 (9.66 MB)
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02 what-is-reinforcement-learning.mp4 (20.41 MB)
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01 history-overview.mp4 (5.07 MB)
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02 value-iteration.mp4 (13.22 MB)
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03 policy-iteration.mp4 (10.96 MB)
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01 td-learning.mp4 (12.71 MB)
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02 q-learning.mp4 (13.48 MB)
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03 benefits-of-reinforcement-learning-in-your-trading-strategy.mp4 (16.21 MB)
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04 drl-advantages-for-strategy-efficiency-and-performance.mp4 (37.42 MB)
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06 introduction-to-qwiklabs.mp4 (8.02 MB)
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01 td-gammon.mp4 (11.9 MB)
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02 deep-q-networks-loss.mp4 (3.51 MB)
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03 deep-q-networks-memory.mp4 (5.74 MB)
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04 deep-q-networks-code.mp4 (6.18 MB)
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01 policy-gradients.mp4 (8.69 MB)
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02 actor-critic.mp4 (7.59 MB)
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01 what-is-lstm.mp4 (13.05 MB)
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02 more-on-lstm.mp4 (6.59 MB)
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03 applying-lstm-to-time-series-data.mp4 (11.43 MB)
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01 how-to-develop-a-drl-trading-system.mp4 (3.66 MB)
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02 steps-required-to-develop-a-drl-strategy.mp4 (31.25 MB)
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03 final-checks-before-going-live-with-your-strategy.mp4 (23.87 MB)
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04 investment-and-trading-risk-management.mp4 (18.53 MB)
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05 trading-strategy-risk-management.mp4 (21.67 MB)
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06 portfolio-risk-reduction.mp4 (18.24 MB)
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01 why-automl.mp4 (23.08 MB)
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02 automl-vision.mp4 (5.07 MB)
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03 automl-nlp.mp4 (4.97 MB)
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04 automl-tables.mp4 (21.6 MB)
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