Coursera Cloud Computing for Data Science Specialization

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Files
  1. Get Bonus Downloads Here.url180 bytes
  2. Bonus Resources.txt70 bytes
  3. 01_course-overview_instructions.html10.0 KB
  4. 01_overview-hadoop.en.srt2.1 KB
  5. 01_overview-hadoop.en.txt1.6 KB
  6. 01_overview-hadoop.mp423.7 MB
  7. 02_lecture-1-introduction-to-hadoop.en.srt11.1 KB
  8. 02_lecture-1-introduction-to-hadoop.en.txt6.1 KB
  9. 02_lecture-1-introduction-to-hadoop.mp431.0 MB
  10. 02_lecture-1-introduction-to-hadoop_Module_10_Lecture_1_Slides.pdf703.7 KB
  11. 03_lecture-2-hdfs-architecture.en.srt9.8 KB
  12. 03_lecture-2-hdfs-architecture.en.txt6.3 KB
  13. 03_lecture-2-hdfs-architecture.mp431.7 MB
  14. 03_lecture-2-hdfs-architecture_Module_10_Lecture_2_Slides.pdf787.8 KB
  15. 04_lecture-3-yarn-architecture.en.srt8.5 KB
  16. 04_lecture-3-yarn-architecture.en.txt6.1 KB
  17. 04_lecture-3-yarn-architecture.mp425.8 MB
  18. 04_lecture-3-yarn-architecture_Module_10_Lecture_3_Slides.pdf547.3 KB
  19. 05_lecture-4-hadoop-ecosystem.en.srt11.8 KB
  20. 05_lecture-4-hadoop-ecosystem.en.txt8.5 KB
  21. 05_lecture-4-hadoop-ecosystem.mp437.8 MB
  22. 05_lecture-4-hadoop-ecosystem_Module_10_Lecture_4_Slides.pdf998.2 KB
  23. 06_lecture-5-hadoop-data-processing.en.srt14.7 KB
  24. 06_lecture-5-hadoop-data-processing.en.txt8.1 KB
  25. 06_lecture-5-hadoop-data-processing.mp436.6 MB
  26. 06_lecture-5-hadoop-data-processing_Module_10_Lecture_5_Slides.pdf2.1 MB
  27. 01_overview-parallel-programming-models.en.srt1.8 KB
  28. 01_overview-parallel-programming-models.en.txt1.2 KB
  29. 01_overview-parallel-programming-models.mp418.4 MB
  30. 02_lecture-1-programming-models.en.srt5.9 KB
  31. 02_lecture-1-programming-models.en.txt4.3 KB
  32. 02_lecture-1-programming-models.mp417.4 MB
  33. 02_lecture-1-programming-models_Module_11_Lecture_1_Slides.pdf594.6 KB
  34. 03_lecture-2-programming-models-concepts-and-terminology.en.srt14.8 KB
  35. 03_lecture-2-programming-models-concepts-and-terminology.en.txt10.8 KB
  36. 03_lecture-2-programming-models-concepts-and-terminology.mp451.9 MB
  37. 03_lecture-2-programming-models-concepts-and-terminology_Module_11_Lecture_2_Slides.pdf364.2 KB
  38. 04_lecture-3-mapreduce.en.srt14.7 KB
  39. 04_lecture-3-mapreduce.en.txt8.2 KB
  40. 04_lecture-3-mapreduce.mp432.7 MB
  41. 04_lecture-3-mapreduce_Module_11_Lecture_3_Slides.pdf3.4 MB
  42. 05_lecture-4-mapreduce-deeper-dive.en.srt9.2 KB
  43. 05_lecture-4-mapreduce-deeper-dive.en.txt5.8 KB
  44. 05_lecture-4-mapreduce-deeper-dive.mp415.9 MB
  45. 05_lecture-4-mapreduce-deeper-dive_Module_11_Lecture_4_Slides.pdf250.4 KB
  46. 06_code-review-introduction-to-mapreduce-with-python_instructions.html1.7 KB
  47. 06_code-review-introduction-to-mapreduce-with-python_map_reduce_introduction.ipynb254.1 KB
  48. 07_code-review-word-count-example-with-mapreduce-python_instructions.html1.9 KB
  49. 07_code-review-word-count-example-with-mapreduce-python_wordcount.ipynb237.5 KB
  50. 08_code-review-server-log-analysis-with-mapreduce-python_instructions.html1.9 KB
  51. 08_code-review-server-log-analysis-with-mapreduce-python_server_log_analysis.py261.4 KB
  52. 09_code-review-server-log-analysis-reading-from-file-with-mapreduce-python_instructions.html1.9 KB
  53. 09_code-review-server-log-analysis-reading-from-file-with-mapreduce-python_server_log_analysis_from_file.py270.8 KB
  54. 10_lecture-5-apache-pig.en.srt5.0 KB
  55. 10_lecture-5-apache-pig.en.txt3.7 KB
  56. 10_lecture-5-apache-pig.mp410.8 MB
  57. 10_lecture-5-apache-pig_Module_11_Lecture_5_Slides.pdf269.7 KB
  58. 11_activity-code-review-word-count-with-apache-pig_Activity_-_Word_Count_with_Apache_Pig_Updated_7.22.25.pdf532.5 KB
  59. 11_activity-code-review-word-count-with-apache-pig_instructions.html1.1 KB
  60. 12_activity-working-with-apache-pig_Activity_-_Working_with_Apache_Pig_Updated_7.22.25.pdf1.7 MB
  61. 12_activity-working-with-apache-pig_instructions.html1.1 KB
  62. 01_lecture-1-introduction-to-apache-spark.en.srt4.4 KB
  63. 01_lecture-1-introduction-to-apache-spark.en.txt2.6 KB
  64. 01_lecture-1-introduction-to-apache-spark.mp47.8 MB
  65. 01_lecture-1-introduction-to-apache-spark_Module_12_Lecture_1_Slides.pdf235.1 KB
  66. 02_lecture-2-apache-spark-core-concepts.en.srt8.4 KB
  67. 02_lecture-2-apache-spark-core-concepts.en.txt4.9 KB
  68. 02_lecture-2-apache-spark-core-concepts.mp415.5 MB
  69. 02_lecture-2-apache-spark-core-concepts_Module_12_Lecture_2_Slides.pdf259.9 KB
  70. 03_lecture-3-apache-spark-architecture.en.srt5.8 KB
  71. 03_lecture-3-apache-spark-architecture.en.txt3.5 KB
  72. 03_lecture-3-apache-spark-architecture.mp410.9 MB
  73. 03_lecture-3-apache-spark-architecture_Module_12_Lecture_3_Slides.pdf244.5 KB
  74. 04_lecture-4-pyspark-and-its-execution-in-apache-spark-architecture.en.srt9.7 KB
  75. 04_lecture-4-pyspark-and-its-execution-in-apache-spark-architecture.en.txt5.6 KB
  76. 04_lecture-4-pyspark-and-its-execution-in-apache-spark-architecture.mp419.4 MB
  77. 04_lecture-4-pyspark-and-its-execution-in-apache-spark-architecture_Module_12_Lecture_4_Slides.pdf669.8 KB
  78. 05_lecture-5-introduction-to-apache-spark-mllib.en.srt9.9 KB
  79. 05_lecture-5-introduction-to-apache-spark-mllib.en.txt5.8 KB
  80. 05_lecture-5-introduction-to-apache-spark-mllib.mp418.5 MB
  81. 05_lecture-5-introduction-to-apache-spark-mllib_Module_12_Lecture_5_Slides.pdf265.3 KB
  82. 06_case-study-code-review-scikit-learn-vs-spark-mllib_Case_Study__Code_Review_-_scikit-learn_vs._Spark_MLlib.pdf198.4 KB
  83. 06_case-study-code-review-scikit-learn-vs-spark-mllib_instructions.html1.1 KB
  84. 07_activity-code-review-pyspark-and-mllib-pipeline_Activity__Code_Review_-_PySpark_and_MLlib_Pipeline.pdf189.2 KB
  85. 07_activity-code-review-pyspark-and-mllib-pipeline_instructions.html1.1 KB
  86. 01_course-summary_instructions.html5.8 KB
  87. 01__andrew.aquilina14.9 KB
  88. 01__resources.html1.8 KB
  89. 01__ai1.html99.6 KB
  90. 01__resources.html22.6 KB
  91. 01_welcome-to-cloud-computing.en.srt4.4 KB
  92. 01_welcome-to-cloud-computing.en.txt2.4 KB
  93. 01_welcome-to-cloud-computing.mp436.3 MB
  94. 02_course-overview_instructions.html13.4 KB
  95. 03_lecture-1-history-of-cloud-computing.en.srt11.2 KB
  96. 03_lecture-1-history-of-cloud-computing.en.txt7.1 KB
  97. 03_lecture-1-history-of-cloud-computing.mp436.7 MB
  98. 03_lecture-1-history-of-cloud-computing_Cloud_Computing_M1L1_Slides.pdf721.5 KB
  99. 04_lecture-2-definitions-of-cloud-computing.en.srt7.8 KB
  100. 04_lecture-2-definitions-of-cloud-computing.en.txt5.2 KB
  101. 04_lecture-2-definitions-of-cloud-computing.mp424.8 MB
  102. 04_lecture-2-definitions-of-cloud-computing_Cloud_Computing_M1L2_Slides.pdf162.4 KB
  103. 05_lecture-3-the-impact-of-cloud-computing.en.srt12.7 KB
  104. 05_lecture-3-the-impact-of-cloud-computing.en.txt8.2 KB
  105. 05_lecture-3-the-impact-of-cloud-computing.mp437.2 MB
  106. 05_lecture-3-the-impact-of-cloud-computing_Cloud_Computing_M1L3_Slides.pdf253.0 KB
  107. 06_lecture-4-setting-up-a-python-virtual-environment.en.srt9.0 KB
  108. 06_lecture-4-setting-up-a-python-virtual-environment.en.txt6.5 KB
  109. 06_lecture-4-setting-up-a-python-virtual-environment.mp431.4 MB
  110. 06_lecture-4-setting-up-a-python-virtual-environment_Cloud_Computing_M1L4_Slides.pdf1.4 MB
  111. 07_activity-creating-python-virtual-environments_Activity_-_Creating_Python_Virtual_Environments.pdf104.1 KB
  112. 07_activity-creating-python-virtual-environments_instructions.html1.1 KB
  113. 08_activity-getting-started-with-git-and-github_Activity_-_Getting_Started_with_Git_and_GitHub.pdf6.5 MB
  114. 08_activity-getting-started-with-git-and-github_instructions.html1.1 KB
  115. 01_lecture-1-enabling-technologies-virtualization.en.srt13.7 KB
  116. 01_lecture-1-enabling-technologies-virtualization.en.txt8.1 KB
  117. 01_lecture-1-enabling-technologies-virtualization.mp440.6 MB
  118. 01_lecture-1-enabling-technologies-virtualization_Module_2_Lecture_1_Slides.pdf764.5 KB
  119. 02_lecture-2-enabling-technologies-networking.en.srt7.5 KB
  120. 02_lecture-2-enabling-technologies-networking.en.txt5.5 KB
  121. 02_lecture-2-enabling-technologies-networking.mp423.3 MB
  122. 02_lecture-2-enabling-technologies-networking_Module_2_Lecture_2_Slides.pdf1020.9 KB
  123. 03_lecture-3-enabling-technologies-storage.en.srt7.7 KB
  124. 03_lecture-3-enabling-technologies-storage.en.txt4.8 KB
  125. 03_lecture-3-enabling-technologies-storage.mp420.5 MB
  126. 03_lecture-3-enabling-technologies-storage_Module_2_Lecture_3_Slides.pdf563.6 KB
  127. 04_lecture-4-service-models-iaas.en.srt10.5 KB
  128. 04_lecture-4-service-models-iaas.en.txt7.5 KB
  129. 04_lecture-4-service-models-iaas.mp437.5 MB
  130. 04_lecture-4-service-models-iaas_Module_2_Lecture_4_Slides.pdf456.3 KB
  131. 05_lecture-5-service-models-paas.en.srt8.6 KB
  132. 05_lecture-5-service-models-paas.en.txt7.2 KB
  133. 05_lecture-5-service-models-paas.mp433.5 MB
  134. 05_lecture-5-service-models-paas_Module_2_Lecture_5_Slides.pdf443.7 KB
  135. 06_lecture-6-service-models-saas.en.srt12.2 KB
  136. 06_lecture-6-service-models-saas.en.txt9.9 KB
  137. 06_lecture-6-service-models-saas.mp442.2 MB
  138. 06_lecture-6-service-models-saas_Module_2_Lecture_6_Slides.pdf437.8 KB
  139. 07_lecture-7-benefits-and-risks-of-cloud-computing.en.srt11.2 KB
  140. 07_lecture-7-benefits-and-risks-of-cloud-computing.en.txt9.3 KB
  141. 07_lecture-7-benefits-and-risks-of-cloud-computing.mp442.6 MB
  142. 07_lecture-7-benefits-and-risks-of-cloud-computing_Module_2_Lecture_7_Slides.pdf233.4 KB
  143. 08_activity-setting-up-an-ubuntu-virtual-machine-in-virtualbox_Activity_-_Setting_Up_an_Ubuntu_Virtual_Machine_in_VirtualBox.pdf9.5 MB
  144. 08_activity-setting-up-an-ubuntu-virtual-machine-in-virtualbox_instructions.html1.1 KB
  145. 09_case-study-cloud-computing-service-models-for-a-growing-start-up_Case_Study__Cloud_Computing_Service_Models_for_HealthTrack.pdf97.2 KB
  146. 09_case-study-cloud-computing-service-models-for-a-growing-start-up_instructions.html1.1 KB
  147. 01_overview-cloud-data-infrastructure.en.srt2.9 KB
  148. 01_overview-cloud-data-infrastructure.en.txt2.0 KB
  149. 01_overview-cloud-data-infrastructure.mp428.7 MB
  150. 01_lecture-1-relational-databases-introduction.en.srt10.1 KB
  151. 01_lecture-1-relational-databases-introduction.en.txt7.4 KB
  152. 01_lecture-1-relational-databases-introduction.mp428.5 MB
  153. 01_lecture-1-relational-databases-introduction_Module_3_Lecture_1_Slides.pdf1.7 MB
  154. 02_lecture-2-relational-databases-relationships.en.srt11.4 KB
  155. 02_lecture-2-relational-databases-relationships.en.txt7.2 KB
  156. 02_lecture-2-relational-databases-relationships.mp427.4 MB
  157. 02_lecture-2-relational-databases-relationships_Module_3_Lecture_2_Slides.pdf937.3 KB
  158. 03_lecture-3-relational-databases-normalization.en.srt11.9 KB
  159. 03_lecture-3-relational-databases-normalization.en.txt8.8 KB
  160. 03_lecture-3-relational-databases-normalization.mp430.8 MB
  161. 03_lecture-3-relational-databases-normalization_Module_3_Lecture_3_Slides.pdf355.9 KB
  162. 04_lecture-4-sql-refresher.en.srt13.1 KB
  163. 04_lecture-4-sql-refresher.en.txt7.2 KB
  164. 04_lecture-4-sql-refresher.mp429.6 MB
  165. 04_lecture-4-sql-refresher_Module_3_Lecture_4_Slides.pdf625.7 KB
  166. 05_code-review-sql-syntax-refresher_classicmodels_sample_queries.sql326.6 KB
  167. 05_code-review-sql-syntax-refresher_instructions.html2.3 KB
  168. 01_activity-connecting-to-remote-mysql-server_Connecting_to_Remote_MySQL_Server.pdf2.9 MB
  169. 01_activity-connecting-to-remote-mysql-server_instructions.html1.1 KB
  170. 02_code-review-working-with-python-and-mysql_instructions.html1.6 KB
  171. 03_lecture-5-databases-vs-warehouses-vs-lakes.en.srt12.3 KB
  172. 03_lecture-5-databases-vs-warehouses-vs-lakes.en.txt6.8 KB
  173. 03_lecture-5-databases-vs-warehouses-vs-lakes.mp429.7 MB
  174. 03_lecture-5-databases-vs-warehouses-vs-lakes_Module_3_Lecture_5_Slides.pdf240.4 KB
  175. 04_lecture-6-denormalization.en.srt11.7 KB
  176. 04_lecture-6-denormalization.en.txt8.5 KB
  177. 04_lecture-6-denormalization.mp435.9 MB
  178. 04_lecture-6-denormalization_Module_3_Lecture_6_Slides.pdf636.0 KB
  179. 05_lecture-7-star-schemas.en.srt8.1 KB
  180. 05_lecture-7-star-schemas.en.txt6.0 KB
  181. 05_lecture-7-star-schemas.mp424.6 MB
  182. 05_lecture-7-star-schemas_Module_3_Lecture_7_Slides.pdf377.0 KB
  183. 06_lecture-8-snowflake-schema.en.srt7.7 KB
  184. 06_lecture-8-snowflake-schema.en.txt5.7 KB
  185. 06_lecture-8-snowflake-schema.mp422.9 MB
  186. 06_lecture-8-snowflake-schema_Module_3_Lecture_8_Slides.pdf908.0 KB
  187. 07_case-study-airbnb-star_Case_Study_-_Airbnb_Star.pdf61.4 KB
  188. 07_case-study-airbnb-star_instructions.html1.1 KB
  189. 08_case-study-netflix-star_Case_Study_-_Netflix_Star.pdf279.0 KB
  190. 08_case-study-netflix-star_instructions.html1.1 KB
  191. 09_case-study-spotify-snowflake_Case_Study_-_Spotify_Snowflake.pdf104.3 KB
  192. 09_case-study-spotify-snowflake_instructions.html1.1 KB
  193. 10_case-study-expedia-snowflake_Case_Study_-_Expedia_Snowflake.pdf112.6 KB
  194. 10_case-study-expedia-snowflake_instructions.html1.1 KB
  195. 11_lecture-9-cloud-data-infrastructure.en.srt10.9 KB
  196. 11_lecture-9-cloud-data-infrastructure.en.txt6.8 KB
  197. 11_lecture-9-cloud-data-infrastructure.mp426.9 MB
  198. 11_lecture-9-cloud-data-infrastructure_Module_3_Lecture_9_Slides.pdf228.6 KB
  199. 01_lecture-1-nosql.en.srt7.6 KB
  200. 01_lecture-1-nosql.en.txt5.0 KB
  201. 01_lecture-1-nosql.mp418.1 MB
  202. 01_lecture-1-nosql_Module_4_Lecture_1_Slides.pdf556.1 KB
  203. 02_lecture-2-acid-vs-base.en.srt12.6 KB
  204. 02_lecture-2-acid-vs-base.en.txt7.7 KB
  205. 02_lecture-2-acid-vs-base.mp438.4 MB
  206. 02_lecture-2-acid-vs-base_Module_4_Lecture_2_Slides.pdf274.1 KB
  207. 03_lecture-3-mongodb-part-i.en.srt13.4 KB
  208. 03_lecture-3-mongodb-part-i.en.txt9.8 KB
  209. 03_lecture-3-mongodb-part-i.mp437.2 MB
  210. 03_lecture-3-mongodb-part-i_Module_4_Lecture_3_Slides.pdf1.1 MB
  211. 04_lecture-4-mongodb-part-ii.en.srt12.7 KB
  212. 04_lecture-4-mongodb-part-ii.en.txt9.3 KB
  213. 04_lecture-4-mongodb-part-ii.mp440.7 MB
  214. 04_lecture-4-mongodb-part-ii_Module_4_Lecture_4_Slides.pdf1.3 MB
  215. 05_activity-connecting-to-remote-mongodb-server_Activity_-_Connecting_to_Remote_MongoDB_Server.pdf5.2 MB
  216. 05_activity-connecting-to-remote-mongodb-server_instructions.html1.1 KB
  217. 06_activity-mongodb-installation-connection-and-querying_Activity_-_MongoDB_Installation_Connection_and_Querying.pdf1.8 MB
  218. 06_activity-mongodb-installation-connection-and-querying_instructions.html1.1 KB
  219. 07_code-review-working-with-python-and-mongodb_instructions.html2.4 KB
  220. 07_code-review-working-with-python-and-mongodb_mongo_aggregation_pipeline.ipynb250.2 KB
  221. 07_code-review-working-with-python-and-mongodb_mongo_querying.ipynb273.2 KB
  222. 08_lecture-5-graph-databases-optional.en.srt14.7 KB
  223. 08_lecture-5-graph-databases-optional.en.txt9.5 KB
  224. 08_lecture-5-graph-databases-optional.mp438.8 MB
  225. 08_lecture-5-graph-databases-optional_Module_4_Lecture_5_Slides.pdf2.2 MB
  226. 09_lecture-6-neo4j-introduction-optional.en.srt5.0 KB
  227. 09_lecture-6-neo4j-introduction-optional.en.txt3.7 KB
  228. 09_lecture-6-neo4j-introduction-optional.mp417.8 MB
  229. 09_lecture-6-neo4j-introduction-optional_Module_4_Lecture_6_Slides.pdf1.1 MB
  230. 10_activity-installing-connecting-to-and-querying-neo4j-in-neo4j-desktop-neo4j-aura_Activity_-_Installing_Connecting_to_and_Querying_Neo4j_in_Neo4j_Desktop__Neo4j_Aura.pdf155.1 KB
  231. 10_activity-installing-connecting-to-and-querying-neo4j-in-neo4j-desktop-neo4j-aura_instructions.html1.1 KB
  232. 11_code-review-working-with-python-and-neo4j-optional_instructions.html1.9 KB
  233. 12_code-review-neo4j-querying-with-cypher-optional_instructions.html1.9 KB
  234. 12_code-review-neo4j-querying-with-cypher-optional_neo4j.ipynb294.5 KB
  235. 12_code-review-neo4j-querying-with-cypher-optional_neo4j_queries.txt236.5 KB
  236. 13_lecture-7-scaling-in-cloud-databases.en.srt10.8 KB
  237. 13_lecture-7-scaling-in-cloud-databases.en.txt7.8 KB
  238. 13_lecture-7-scaling-in-cloud-databases.mp438.0 MB
  239. 13_lecture-7-scaling-in-cloud-databases_Module_4_Lecture_7_Slides.pdf233.9 KB
  240. 14_case-study-classicmodels-to-mongodb-migration_Case_Study_1__ClassicModels_to_MongoDB_Migration.pdf191.9 KB
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  242. 15_code-review-classicmodels-to-mongodb-migration_classicmodels_etl.ipynb316.2 KB
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  245. 16_case-study-social-network-migration-optional_instructions.html1.1 KB
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  285. 01_lecture-1-http-web-technologies-and-web-services-in-cloud-computing.en.srt8.0 KB
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  306. 08_case-study-openweathermap-restful-api_Case_Study_-_OpenWeatherMap_RESTful_API.pdf138.9 KB
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