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Files

1. Get Bonus Downloads Here.url182 bytes
2. Bonus Resources.txt386 bytes
3. 01_supervised-learning-and-regression_instructions.html2.5 KB
4. 02_python-skills-assessment-quiz_quiz.html6.4 KB
5. 03_class-overview-who-these-courses-are-for.en.srt3.3 KB
6. 03_class-overview-who-these-courses-are-for.en.txt1.8 KB
7. 03_class-overview-who-these-courses-are-for.mp48.1 MB
8. 01_why-google.en.srt2.6 KB
9. 01_why-google.en.txt1.3 KB
10. 01_why-google.mp45.1 MB
11. 02_why-google-cloud-platform.en.srt3.7 KB
12. 02_why-google-cloud-platform.en.txt1.9 KB
13. 02_why-google-cloud-platform.mp46.9 MB
14. 04_google-cloud_quiz.html1.3 KB
15. 01_what-is-forecasting-part-1.en.srt8.2 KB
16. 01_what-is-forecasting-part-1.en.txt4.3 KB
17. 01_what-is-forecasting-part-1.mp410.6 MB
18. 02_what-is-forecasting-part-2.en.srt5.3 KB
19. 02_what-is-forecasting-part-2.en.txt3.5 KB
20. 02_what-is-forecasting-part-2.mp46.8 MB
21. 03_choosing-the-right-model-and-bqml-part-1.en.srt5.3 KB
22. 03_choosing-the-right-model-and-bqml-part-1.en.txt2.8 KB
23. 03_choosing-the-right-model-and-bqml-part-1.mp44.3 MB
24. 04_choosing-the-right-model-and-bqml-part-2.en.srt3.4 KB
25. 04_choosing-the-right-model-and-bqml-part-2.en.txt1.8 KB
26. 04_choosing-the-right-model-and-bqml-part-2.mp43.0 MB
27. 05_forecasting_quiz.html2.9 KB
28. 06_lab-intro-forecasting-stock-prices-using-regression-in-bqml.mp42.9 MB
29. 01_what-is-a-time-series.en.srt11.4 KB
30. 01_what-is-a-time-series.en.txt5.9 KB
31. 01_what-is-a-time-series.mp412.0 MB
32. 02_ar-auto-regressive.en.srt10.9 KB
33. 02_ar-auto-regressive.en.txt5.7 KB
34. 02_ar-auto-regressive.mp48.9 MB
35. 03_ma-moving-average.en.srt3.4 KB
36. 03_ma-moving-average.en.txt2.1 KB
37. 03_ma-moving-average.mp43.6 MB
38. 04_the-complete-arima-model.en.srt4.6 KB
39. 04_the-complete-arima-model.en.txt2.9 KB
40. 04_the-complete-arima-model.mp45.3 MB
41. 01_arima-compared-to-linear-regression.en.srt10.2 KB
42. 01_arima-compared-to-linear-regression.en.txt6.5 KB
43. 01_arima-compared-to-linear-regression.mp417.9 MB
44. 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.en.srt2.2 KB
45. 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.en.txt1.4 KB
46. 02_how-can-you-get-a-variety-of-models-from-just-a-single-series.mp42.6 MB
47. 03_how-to-choose-arima-parameters-for-your-trading-model.en.srt6.5 KB
48. 03_how-to-choose-arima-parameters-for-your-trading-model.en.txt3.4 KB
49. 03_how-to-choose-arima-parameters-for-your-trading-model.mp45.7 MB
50. 04_time-series-terminology-auto-correlation.en.srt6.6 KB
51. 04_time-series-terminology-auto-correlation.en.txt3.6 KB
52. 04_time-series-terminology-auto-correlation.mp45.5 MB
53. 05_sensitivity-of-trading-strategy.en.srt7.0 KB
54. 05_sensitivity-of-trading-strategy.en.txt3.7 KB
55. 05_sensitivity-of-trading-strategy.mp47.6 MB
56. 06_time-series_quiz.html4.0 KB
57. 07_lab-intro-forecasting-stock-prices-using-arima.en.srt719 bytes
58. 07_lab-intro-forecasting-stock-prices-using-arima.en.txt389 bytes
59. 07_lab-intro-forecasting-stock-prices-using-arima.mp42.4 MB
60. 08_lab-walkthrough-forecasting-stock-prices-using-arima.en.srt10.1 KB
61. 08_lab-walkthrough-forecasting-stock-prices-using-arima.en.txt5.4 KB
62. 08_lab-walkthrough-forecasting-stock-prices-using-arima.mp415.5 MB
63. 01_short-history-of-ml-neural-networks.en.srt14.8 KB
64. 01_short-history-of-ml-neural-networks.en.txt7.7 KB
65. 01_short-history-of-ml-neural-networks.mp424.7 MB
66. 02_short-history-of-ml-modern-neural-networks.en.srt15.4 KB
67. 02_short-history-of-ml-modern-neural-networks.en.txt8.3 KB
68. 02_short-history-of-ml-modern-neural-networks.mp426.9 MB
69. 03_example-bigquery-ml-dnn-code_instructions.html1.7 KB
70. 03_example-bigquery-ml-dnn-code_predict_taxi_bigqueryml.md159.0 KB
71. 01_overfitting-and-underfitting.en.srt11.4 KB
72. 01_overfitting-and-underfitting.en.txt6.1 KB
73. 01_overfitting-and-underfitting.mp427.1 MB
74. 02_validation-and-training-data-splits.en.srt9.9 KB
75. 02_validation-and-training-data-splits.en.txt5.3 KB
76. 02_validation-and-training-data-splits.mp422.6 MB
77. 03_model-generalization_quiz.html1.8 KB
78. 01_recap-quiz_exam.html3.2 KB
79. 02_course-recap-preview-of-next-course.en.srt3.0 KB
80. 02_course-recap-preview-of-next-course.en.txt1.6 KB
81. 02_course-recap-preview-of-next-course.mp49.1 MB
82. 01__Arbitrage_Trading_Strategies.pdf1002.6 KB
83. 01__Course_Overview.pdf962.1 KB
84. 01__Exogenous_vs_Endogenous_Data.pdf639.0 KB
85. 01__Forecasting_Fundamentals.pdf2.8 MB
86. 01__Introduction_to_Backtesting.pdf690.1 KB
87. 01__Introduction_to_Quantitative_Trading.pdf858.9 KB
88. 01__Time_Series_Modeling.pdf2.6 MB
89. 01__Time_Series_Modeling_II.pdf1.0 MB
90. 01__resources.html2.3 KB
91. 01_introduction-to-course.en.srt12.1 KB
92. 01_introduction-to-course.en.txt6.4 KB
93. 01_introduction-to-course.mp49.0 MB
94. 02_basic-trading-strategy-building-a-trading-model.mp411.0 MB
95. 03_advanced-concepts-in-trading-strategies.en.srt9.8 KB
96. 03_advanced-concepts-in-trading-strategies.en.txt5.2 KB
97. 03_advanced-concepts-in-trading-strategies.mp416.3 MB
98. 01_overview.en.srt2.6 KB
99. 01_overview.en.txt1.4 KB
100. 01_overview.mp42.6 MB
101. 02_introduction-to-tensorflow.en.srt11.4 KB
102. 02_introduction-to-tensorflow.en.txt6.0 KB
103. 02_introduction-to-tensorflow.mp415.3 MB
104. 03_tensorflow-api-hierarchy.en.srt7.7 KB
105. 03_tensorflow-api-hierarchy.en.txt4.1 KB
106. 03_tensorflow-api-hierarchy.mp410.0 MB
107. 04_components-of-tensorflow-tensors-and-variables.en.srt13.8 KB
108. 04_components-of-tensorflow-tensors-and-variables.en.txt7.1 KB
109. 04_components-of-tensorflow-tensors-and-variables.mp413.3 MB
110. 05_getting-started-with-google-cloud-platform-and-qwiklabs.en.srt5.0 KB
111. 05_getting-started-with-google-cloud-platform-and-qwiklabs.en.txt3.0 KB
112. 05_getting-started-with-google-cloud-platform-and-qwiklabs.mp48.0 MB
113. 06_lab-intro-writing-low-level-tensorflow-programs.en.srt1.2 KB
114. 06_lab-intro-writing-low-level-tensorflow-programs.en.txt702 bytes
115. 06_lab-intro-writing-low-level-tensorflow-programs.mp41.3 MB
116. 07_working-in-memory-and-with-files.en.srt5.8 KB
117. 07_working-in-memory-and-with-files.en.txt3.2 KB
118. 07_working-in-memory-and-with-files.mp48.7 MB
119. 08_training-on-large-datasets-with-tf-data-api.en.srt7.9 KB
120. 08_training-on-large-datasets-with-tf-data-api.en.txt4.3 KB
121. 08_training-on-large-datasets-with-tf-data-api.mp410.7 MB
122. 09_getting-the-data-ready-for-model-training.en.srt10.9 KB
123. 09_getting-the-data-ready-for-model-training.en.txt5.7 KB
124. 09_getting-the-data-ready-for-model-training.mp413.8 MB
125. 10_embeddings.en.srt14.9 KB
126. 10_embeddings.en.txt7.9 KB
127. 10_embeddings.mp421.5 MB
128. 11_lab-intro-manipulating-data-with-tensorflow-dataset-api.en.srt935 bytes
129. 11_lab-intro-manipulating-data-with-tensorflow-dataset-api.en.txt605 bytes
130. 11_lab-intro-manipulating-data-with-tensorflow-dataset-api.mp4966.0 KB
131. 01_overview.en.srt1008 bytes
132. 01_overview.en.txt542 bytes
133. 01_overview.mp42.2 MB
134. 02_activation-functions.en.srt14.7 KB
135. 02_activation-functions.en.txt7.6 KB
136. 02_activation-functions.mp417.9 MB
137. 05_serving-models-in-the-cloud.en.srt4.4 KB
138. 05_serving-models-in-the-cloud.en.txt2.8 KB
139. 05_serving-models-in-the-cloud.mp45.2 MB
140. 06_lab-intro-keras-sequential-api.mp4616.9 KB
141. 08_regularization-the-basics.en.srt7.1 KB
142. 08_regularization-the-basics.en.txt4.5 KB
143. 08_regularization-the-basics.mp48.4 MB
144. 10_regularization-dropout.en.srt9.0 KB
145. 10_regularization-dropout.en.txt4.7 KB
146. 10_regularization-dropout.mp49.0 MB
147. 11_lab-intro-keras-functional-api.mp42.8 MB
148. 12_recap.en.srt1.4 KB
149. 12_recap.en.txt886 bytes
150. 12_recap.mp47.2 MB
151. 01_introduction-to-momentum-trading.en.srt16.0 KB
152. 01_introduction-to-momentum-trading.en.txt8.5 KB
153. 01_introduction-to-momentum-trading.mp420.7 MB
154. 02_introduction-to-hurst.en.srt11.5 KB
155. 02_introduction-to-hurst.en.txt7.3 KB
156. 02_introduction-to-hurst.mp411.4 MB
157. 03_hurst-exponent-and-trading-signals-derived-from-market-time-series_66670.pdf333.4 KB
158. 01_building-a-momentum-trading-model.en.srt10.7 KB
159. 01_building-a-momentum-trading-model.en.txt6.8 KB
160. 01_building-a-momentum-trading-model.mp417.9 MB
161. 02_define-the-problem.en.srt14.8 KB
162. 02_define-the-problem.en.txt7.7 KB
163. 02_define-the-problem.mp422.1 MB
164. 03_collect-the-data.en.srt3.2 KB
165. 03_collect-the-data.en.txt2.0 KB
166. 03_collect-the-data.mp43.3 MB
167. 04_creating-features.en.srt3.9 KB
168. 04_creating-features.en.txt2.5 KB
169. 04_creating-features.mp410.4 MB
170. 05_split-the-data.en.srt5.8 KB
171. 05_split-the-data.en.txt3.1 KB
172. 05_split-the-data.mp45.1 MB
173. 06_selecting-a-machine-learning-algorithm.en.srt4.7 KB
174. 06_selecting-a-machine-learning-algorithm.en.txt2.9 KB
175. 06_selecting-a-machine-learning-algorithm.mp45.0 MB
176. 07_backtest-on-unseen-data.en.srt2.5 KB
177. 07_backtest-on-unseen-data.en.txt1.3 KB
178. 07_backtest-on-unseen-data.mp45.9 MB
179. 09_lab-intro-momentum-trading.en.srt1.0 KB
180. 09_lab-intro-momentum-trading.en.txt563 bytes
181. 09_lab-intro-momentum-trading.mp43.5 MB
182. 10_momentum-trading-lab-solution.en.srt7.6 KB
183. 10_momentum-trading-lab-solution.en.txt4.0 KB
184. 10_momentum-trading-lab-solution.mp428.4 MB
185. 01_introduction-to-pair-trading.en.srt9.8 KB
186. 01_introduction-to-pair-trading.en.txt5.9 KB
187. 01_introduction-to-pair-trading.mp431.6 MB
188. 02_picking-pairs.en.srt6.6 KB
189. 02_picking-pairs.en.txt3.4 KB
190. 02_picking-pairs.mp416.1 MB
191. 03_picking-pairs-with-clustering.en.srt10.8 KB
192. 03_picking-pairs-with-clustering.en.txt6.6 KB
193. 03_picking-pairs-with-clustering.mp422.7 MB
194. 01_how-to-implement-a-pair-trading-strategy.en.srt13.3 KB
195. 01_how-to-implement-a-pair-trading-strategy.en.txt7.1 KB
196. 01_how-to-implement-a-pair-trading-strategy.mp419.8 MB
197. 02_evaluate-results-of-a-pair-trade.en.srt8.0 KB
198. 02_evaluate-results-of-a-pair-trade.en.txt4.9 KB
199. 02_evaluate-results-of-a-pair-trade.mp427.7 MB
200. 01_backtesting-and-avoiding-overfitting.en.srt10.4 KB
201. 01_backtesting-and-avoiding-overfitting.en.txt5.5 KB
202. 01_backtesting-and-avoiding-overfitting.mp430.1 MB
203. 02_next-steps-improvements-to-your-pairs-strategy.en.srt9.5 KB
204. 02_next-steps-improvements-to-your-pairs-strategy.en.txt5.0 KB
205. 02_next-steps-improvements-to-your-pairs-strategy.mp424.6 MB
206. 03_lab-intro-pairs-trading.en.srt707 bytes
207. 03_lab-intro-pairs-trading.en.txt377 bytes
208. 03_lab-intro-pairs-trading.mp42.6 MB
209. 04_lab-solution-pairs-trading.en.srt2.8 KB
210. 04_lab-solution-pairs-trading.en.txt1.7 KB
211. 04_lab-solution-pairs-trading.mp427.9 MB
212. 01_kalman-filter-introduction.en.srt14.5 KB
213. 01_kalman-filter-introduction.en.txt9.2 KB
214. 01_kalman-filter-introduction.mp416.8 MB
215. 02_kalman-filter-trading-applications.en.srt8.0 KB
216. 02_kalman-filter-trading-applications.en.txt5.1 KB
217. 02_kalman-filter-trading-applications.mp419.4 MB
218. 01__Module_PDF_-_Build_a_Pair_Trading_strategy_prediction_model.pdf2.0 MB
219. 01__Module_PDF_-_Build_a_momentum-based_trading_system.pdf5.4 MB
220. 01__Module_PDF_-_Training_neural_networks_with_Tensorflow_2_and_Keras.pdf4.8 MB
221. 01__Module_PDF_-_Understand_quantitative_trading_strategies.pdf1.6 MB
222. 01__Module_PDF_-__Intro_to_Course.pdf786.8 KB
223. 01__resources.html2.1 KB
224. 01_introduction-to-course.en.srt4.5 KB
225. 01_introduction-to-course.en.txt2.3 KB
226. 01_introduction-to-course.mp49.7 MB
227. 02_what-is-reinforcement-learning.en.srt17.2 KB
228. 02_what-is-reinforcement-learning.en.txt9.2 KB
229. 02_what-is-reinforcement-learning.mp420.4 MB
230. 01_history-overview.en.srt4.3 KB
231. 01_history-overview.en.txt2.7 KB
232. 01_history-overview.mp45.1 MB
233. 02_value-iteration.en.srt15.7 KB
234. 02_value-iteration.en.txt9.7 KB
235. 02_value-iteration.mp413.2 MB
236. 03_policy-iteration.en.srt11.1 KB
237. 03_policy-iteration.en.txt7.0 KB
238. 03_policy-iteration.mp411.0 MB
239. 01_td-learning.en.srt15.3 KB
240. 01_td-learning.en.txt8.0 KB
241. 01_td-learning.mp412.7 MB
242. 02_q-learning.en.srt10.4 KB
243. 02_q-learning.en.txt6.6 KB
244. 02_q-learning.mp413.5 MB
245. 03_benefits-of-reinforcement-learning-in-your-trading-strategy.en.srt9.7 KB
246. 03_benefits-of-reinforcement-learning-in-your-trading-strategy.en.txt5.1 KB
247. 03_benefits-of-reinforcement-learning-in-your-trading-strategy.mp416.2 MB
248. 04_drl-advantages-for-strategy-efficiency-and-performance.en.srt12.0 KB
249. 04_drl-advantages-for-strategy-efficiency-and-performance.en.txt6.4 KB
250. 04_drl-advantages-for-strategy-efficiency-and-performance.mp437.4 MB
251. 06_introduction-to-qwiklabs.en.srt4.9 KB
252. 06_introduction-to-qwiklabs.en.txt3.0 KB
253. 06_introduction-to-qwiklabs.mp48.0 MB
254. 01_td-gammon.en.srt7.6 KB
255. 01_td-gammon.en.txt4.0 KB
256. 01_td-gammon.mp411.9 MB
257. 02_deep-q-networks-loss.en.srt4.0 KB
258. 02_deep-q-networks-loss.en.txt2.5 KB
259. 02_deep-q-networks-loss.mp43.5 MB
260. 03_deep-q-networks-memory.en.srt3.9 KB
261. 03_deep-q-networks-memory.en.txt2.5 KB
262. 03_deep-q-networks-memory.mp45.7 MB
263. 04_deep-q-networks-code.en.srt5.7 KB
264. 04_deep-q-networks-code.en.txt3.6 KB
265. 04_deep-q-networks-code.mp46.2 MB
266. 01_policy-gradients.en.srt9.6 KB
267. 01_policy-gradients.en.txt5.1 KB
268. 01_policy-gradients.mp48.7 MB
269. 02_actor-critic.en.srt4.9 KB
270. 02_actor-critic.en.txt3.2 KB
271. 02_actor-critic.mp47.6 MB
272. 01_what-is-lstm.en.srt9.0 KB
273. 01_what-is-lstm.en.txt5.8 KB
274. 01_what-is-lstm.mp413.0 MB
275. 02_more-on-lstm.en.srt6.0 KB
276. 02_more-on-lstm.en.txt3.2 KB
277. 02_more-on-lstm.mp46.6 MB
278. 03_applying-lstm-to-time-series-data.en.srt9.1 KB
279. 03_applying-lstm-to-time-series-data.en.txt5.8 KB
280. 03_applying-lstm-to-time-series-data.mp411.4 MB
281. 01_how-to-develop-a-drl-trading-system.en.srt2.1 KB
282. 01_how-to-develop-a-drl-trading-system.en.txt1.4 KB
283. 01_how-to-develop-a-drl-trading-system.mp43.7 MB
284. 02_steps-required-to-develop-a-drl-strategy.en.srt10.8 KB
285. 02_steps-required-to-develop-a-drl-strategy.en.txt5.7 KB
286. 02_steps-required-to-develop-a-drl-strategy.mp431.2 MB
287. 03_final-checks-before-going-live-with-your-strategy.en.srt7.6 KB
288. 03_final-checks-before-going-live-with-your-strategy.en.txt4.1 KB
289. 03_final-checks-before-going-live-with-your-strategy.mp423.9 MB
290. 04_investment-and-trading-risk-management.en.srt7.3 KB
291. 04_investment-and-trading-risk-management.en.txt3.9 KB
292. 04_investment-and-trading-risk-management.mp418.5 MB
293. 05_trading-strategy-risk-management.en.srt7.2 KB
294. 05_trading-strategy-risk-management.en.txt3.9 KB
295. 05_trading-strategy-risk-management.mp421.7 MB
296. 06_portfolio-risk-reduction.en.srt6.3 KB
297. 06_portfolio-risk-reduction.en.txt3.4 KB
298. 06_portfolio-risk-reduction.mp418.2 MB
299. 01_why-automl.en.srt15.7 KB
300. 01_why-automl.en.txt9.7 KB
301. 01_why-automl.mp423.1 MB
302. 02_automl-vision.en.srt3.5 KB
303. 02_automl-vision.en.txt1.9 KB
304. 02_automl-vision.mp45.1 MB
305. 03_automl-nlp.en.srt4.5 KB
306. 03_automl-nlp.en.txt2.4 KB
307. 03_automl-nlp.mp45.0 MB
308. 04_automl-tables.en.srt8.1 KB
309. 04_automl-tables.en.txt5.2 KB
310. 04_automl-tables.mp421.6 MB
311. 01__Module_0__Introduction_to_Course_.pdf1.0 MB
312. 01__Module_1__Early_Reinforcement_Learning_.pdf1.7 MB
313. 01__Module_2__Neural_Network_Based_Reinforcement_Learning.pdf3.3 MB
314. 01__Module_3__Portfolio_Optimization_.pdf767.3 KB
315. 01__resources.html1.8 KB

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