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Coursera Machine Learning for Trading Specialization DevCourseWeb

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Files:
  1. Get Bonus Downloads Here.url 182 bytes
  2. Bonus Resources.txt 386 bytes
  3. 01_supervised-learning-and-regression_instructions.html 2.5 KB
  4. 02_python-skills-assessment-quiz_quiz.html 6.4 KB
  5. 03_class-overview-who-these-courses-are-for.en.srt 3.3 KB
  6. 03_class-overview-who-these-courses-are-for.en.txt 1.8 KB
  7. 03_class-overview-who-these-courses-are-for.mp4 8.1 MB
  8. 01_why-google.en.srt 2.6 KB
  9. 01_why-google.en.txt 1.3 KB
  10. 01_why-google.mp4 5.1 MB
  11. 02_why-google-cloud-platform.en.srt 3.7 KB
  12. 02_why-google-cloud-platform.en.txt 1.9 KB
  13. 02_why-google-cloud-platform.mp4 6.9 MB
  14. 04_google-cloud_quiz.html 1.3 KB
  15. 01_what-is-forecasting-part-1.en.srt 8.2 KB
  16. 01_what-is-forecasting-part-1.en.txt 4.3 KB
  17. 01_what-is-forecasting-part-1.mp4 10.6 MB
  18. 02_what-is-forecasting-part-2.en.srt 5.3 KB
  19. 02_what-is-forecasting-part-2.en.txt 3.5 KB
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  21. 03_choosing-the-right-model-and-bqml-part-1.en.srt 5.3 KB
  22. 03_choosing-the-right-model-and-bqml-part-1.en.txt 2.8 KB
  23. 03_choosing-the-right-model-and-bqml-part-1.mp4 4.3 MB
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  26. 04_choosing-the-right-model-and-bqml-part-2.mp4 3.0 MB
  27. 05_forecasting_quiz.html 2.9 KB
  28. 06_lab-intro-forecasting-stock-prices-using-regression-in-bqml.mp4 2.9 MB
  29. 01_what-is-a-time-series.en.srt 11.4 KB
  30. 01_what-is-a-time-series.en.txt 5.9 KB
  31. 01_what-is-a-time-series.mp4 12.0 MB
  32. 02_ar-auto-regressive.en.srt 10.9 KB
  33. 02_ar-auto-regressive.en.txt 5.7 KB
  34. 02_ar-auto-regressive.mp4 8.9 MB
  35. 03_ma-moving-average.en.srt 3.4 KB
  36. 03_ma-moving-average.en.txt 2.1 KB
  37. 03_ma-moving-average.mp4 3.6 MB
  38. 04_the-complete-arima-model.en.srt 4.6 KB
  39. 04_the-complete-arima-model.en.txt 2.9 KB
  40. 04_the-complete-arima-model.mp4 5.3 MB
  41. 01_arima-compared-to-linear-regression.en.srt 10.2 KB
  42. 01_arima-compared-to-linear-regression.en.txt 6.5 KB
  43. 01_arima-compared-to-linear-regression.mp4 17.9 MB
  44. 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.en.srt 2.2 KB
  45. 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.en.txt 1.4 KB
  46. 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.mp4 2.6 MB
  47. 03_how-to-choose-arima-parameters-for-your-trading-model.en.srt 6.5 KB
  48. 03_how-to-choose-arima-parameters-for-your-trading-model.en.txt 3.4 KB
  49. 03_how-to-choose-arima-parameters-for-your-trading-model.mp4 5.7 MB
  50. 04_time-series-terminology-auto-correlation.en.srt 6.6 KB
  51. 04_time-series-terminology-auto-correlation.en.txt 3.6 KB
  52. 04_time-series-terminology-auto-correlation.mp4 5.5 MB
  53. 05_sensitivity-of-trading-strategy.en.srt 7.0 KB
  54. 05_sensitivity-of-trading-strategy.en.txt 3.7 KB
  55. 05_sensitivity-of-trading-strategy.mp4 7.6 MB
  56. 06_time-series_quiz.html 4.0 KB
  57. 07_lab-intro-forecasting-stock-prices-using-arima.en.srt 719 bytes
  58. 07_lab-intro-forecasting-stock-prices-using-arima.en.txt 389 bytes
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  62. 08_lab-walkthrough-forecasting-stock-prices-using-arima.mp4 15.5 MB
  63. 01_short-history-of-ml-neural-networks.en.srt 14.8 KB
  64. 01_short-history-of-ml-neural-networks.en.txt 7.7 KB
  65. 01_short-history-of-ml-neural-networks.mp4 24.7 MB
  66. 02_short-history-of-ml-modern-neural-networks.en.srt 15.4 KB
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  69. 03_example-bigquery-ml-dnn-code_instructions.html 1.7 KB
  70. 03_example-bigquery-ml-dnn-code_predict_taxi_bigqueryml.md 159.0 KB
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  77. 03_model-generalization_quiz.html 1.8 KB
  78. 01_recap-quiz_exam.html 3.2 KB
  79. 02_course-recap-preview-of-next-course.en.srt 3.0 KB
  80. 02_course-recap-preview-of-next-course.en.txt 1.6 KB
  81. 02_course-recap-preview-of-next-course.mp4 9.1 MB
  82. 01__Arbitrage_Trading_Strategies.pdf 1002.6 KB
  83. 01__Course_Overview.pdf 962.1 KB
  84. 01__Exogenous_vs_Endogenous_Data.pdf 639.0 KB
  85. 01__Forecasting_Fundamentals.pdf 2.8 MB
  86. 01__Introduction_to_Backtesting.pdf 690.1 KB
  87. 01__Introduction_to_Quantitative_Trading.pdf 858.9 KB
  88. 01__Time_Series_Modeling.pdf 2.6 MB
  89. 01__Time_Series_Modeling_II.pdf 1.0 MB
  90. 01__resources.html 2.3 KB
  91. 01_introduction-to-course.en.srt 12.1 KB
  92. 01_introduction-to-course.en.txt 6.4 KB
  93. 01_introduction-to-course.mp4 9.0 MB
  94. 02_basic-trading-strategy-building-a-trading-model.mp4 11.0 MB
  95. 03_advanced-concepts-in-trading-strategies.en.srt 9.8 KB
  96. 03_advanced-concepts-in-trading-strategies.en.txt 5.2 KB
  97. 03_advanced-concepts-in-trading-strategies.mp4 16.3 MB
  98. 01_overview.en.srt 2.6 KB
  99. 01_overview.en.txt 1.4 KB
  100. 01_overview.mp4 2.6 MB
  101. 02_introduction-to-tensorflow.en.srt 11.4 KB
  102. 02_introduction-to-tensorflow.en.txt 6.0 KB
  103. 02_introduction-to-tensorflow.mp4 15.3 MB
  104. 03_tensorflow-api-hierarchy.en.srt 7.7 KB
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  106. 03_tensorflow-api-hierarchy.mp4 10.0 MB
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  108. 04_components-of-tensorflow-tensors-and-variables.en.txt 7.1 KB
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  110. 05_getting-started-with-google-cloud-platform-and-qwiklabs.en.srt 5.0 KB
  111. 05_getting-started-with-google-cloud-platform-and-qwiklabs.en.txt 3.0 KB
  112. 05_getting-started-with-google-cloud-platform-and-qwiklabs.mp4 8.0 MB
  113. 06_lab-intro-writing-low-level-tensorflow-programs.en.srt 1.2 KB
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  122. 09_getting-the-data-ready-for-model-training.en.srt 10.9 KB
  123. 09_getting-the-data-ready-for-model-training.en.txt 5.7 KB
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  125. 10_embeddings.en.srt 14.9 KB
  126. 10_embeddings.en.txt 7.9 KB
  127. 10_embeddings.mp4 21.5 MB
  128. 11_lab-intro-manipulating-data-with-tensorflow-dataset-api.en.srt 935 bytes
  129. 11_lab-intro-manipulating-data-with-tensorflow-dataset-api.en.txt 605 bytes
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  131. 01_overview.en.srt 1008 bytes
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  134. 02_activation-functions.en.srt 14.7 KB
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  137. 05_serving-models-in-the-cloud.en.srt 4.4 KB
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  140. 06_lab-intro-keras-sequential-api.mp4 616.9 KB
  141. 08_regularization-the-basics.en.srt 7.1 KB
  142. 08_regularization-the-basics.en.txt 4.5 KB
  143. 08_regularization-the-basics.mp4 8.4 MB
  144. 10_regularization-dropout.en.srt 9.0 KB
  145. 10_regularization-dropout.en.txt 4.7 KB
  146. 10_regularization-dropout.mp4 9.0 MB
  147. 11_lab-intro-keras-functional-api.mp4 2.8 MB
  148. 12_recap.en.srt 1.4 KB
  149. 12_recap.en.txt 886 bytes
  150. 12_recap.mp4 7.2 MB
  151. 01_introduction-to-momentum-trading.en.srt 16.0 KB
  152. 01_introduction-to-momentum-trading.en.txt 8.5 KB
  153. 01_introduction-to-momentum-trading.mp4 20.7 MB
  154. 02_introduction-to-hurst.en.srt 11.5 KB
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  156. 02_introduction-to-hurst.mp4 11.4 MB
  157. 03_hurst-exponent-and-trading-signals-derived-from-market-time-series_66670.pdf 333.4 KB
  158. 01_building-a-momentum-trading-model.en.srt 10.7 KB
  159. 01_building-a-momentum-trading-model.en.txt 6.8 KB
  160. 01_building-a-momentum-trading-model.mp4 17.9 MB
  161. 02_define-the-problem.en.srt 14.8 KB
  162. 02_define-the-problem.en.txt 7.7 KB
  163. 02_define-the-problem.mp4 22.1 MB
  164. 03_collect-the-data.en.srt 3.2 KB
  165. 03_collect-the-data.en.txt 2.0 KB
  166. 03_collect-the-data.mp4 3.3 MB
  167. 04_creating-features.en.srt 3.9 KB
  168. 04_creating-features.en.txt 2.5 KB
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  173. 06_selecting-a-machine-learning-algorithm.en.srt 4.7 KB
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  175. 06_selecting-a-machine-learning-algorithm.mp4 5.0 MB
  176. 07_backtest-on-unseen-data.en.srt 2.5 KB
  177. 07_backtest-on-unseen-data.en.txt 1.3 KB
  178. 07_backtest-on-unseen-data.mp4 5.9 MB
  179. 09_lab-intro-momentum-trading.en.srt 1.0 KB
  180. 09_lab-intro-momentum-trading.en.txt 563 bytes
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  185. 01_introduction-to-pair-trading.en.srt 9.8 KB
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  187. 01_introduction-to-pair-trading.mp4 31.6 MB
  188. 02_picking-pairs.en.srt 6.6 KB
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  193. 03_picking-pairs-with-clustering.mp4 22.7 MB
  194. 01_how-to-implement-a-pair-trading-strategy.en.srt 13.3 KB
  195. 01_how-to-implement-a-pair-trading-strategy.en.txt 7.1 KB
  196. 01_how-to-implement-a-pair-trading-strategy.mp4 19.8 MB
  197. 02_evaluate-results-of-a-pair-trade.en.srt 8.0 KB
  198. 02_evaluate-results-of-a-pair-trade.en.txt 4.9 KB
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  201. 01_backtesting-and-avoiding-overfitting.en.txt 5.5 KB
  202. 01_backtesting-and-avoiding-overfitting.mp4 30.1 MB
  203. 02_next-steps-improvements-to-your-pairs-strategy.en.srt 9.5 KB
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  208. 03_lab-intro-pairs-trading.mp4 2.6 MB
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  212. 01_kalman-filter-introduction.en.srt 14.5 KB
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  218. 01__Module_PDF_-_Build_a_Pair_Trading_strategy_prediction_model.pdf 2.0 MB
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  220. 01__Module_PDF_-_Training_neural_networks_with_Tensorflow_2_and_Keras.pdf 4.8 MB
  221. 01__Module_PDF_-_Understand_quantitative_trading_strategies.pdf 1.6 MB
  222. 01__Module_PDF_-__Intro_to_Course.pdf 786.8 KB
  223. 01__resources.html 2.1 KB
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  308. 04_automl-tables.en.srt 8.1 KB
  309. 04_automl-tables.en.txt 5.2 KB
  310. 04_automl-tables.mp4 21.6 MB
  311. 01__Module_0__Introduction_to_Course_.pdf 1.0 MB
  312. 01__Module_1__Early_Reinforcement_Learning_.pdf 1.7 MB
  313. 01__Module_2__Neural_Network_Based_Reinforcement_Learning.pdf 3.3 MB
  314. 01__Module_3__Portfolio_Optimization_.pdf 767.3 KB
  315. 01__resources.html 1.8 KB

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