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[FreeCoursesOnline.Me] A Cloud Guru - Google Certified Professional Data Engineer

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视频 2021-12-4 05:31 2024-12-23 00:05 250 2.55 GB 114
磁力链接
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迅雷链接
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FreeCoursesOnline Me A Cloud Guru - Google Certified Professional Data Engineer

文件列表
  1. 01 Introduction/001 Welcome.mp430.15MB
  2. 01 Introduction/002 About This Course.mp448.42MB
  3. 01 Introduction/003 Course Audience and Prerequisites.mp412.35MB
  4. 02 Data Processing Fundamentals/001 Data Processing Concepts.mp493.68MB
  5. 02 Data Processing Fundamentals/002 Data Processing Pipelines.mp418.79MB
  6. 03 Storage and Databases/001 Introduction to Data Storage in GCP.mp459.1MB
  7. 03 Storage and Databases/002 Working with Data.mp416.16MB
  8. 03 Storage and Databases/003 Cloud Storage.mp423.08MB
  9. 03 Storage and Databases/004 Service Accounts.mp414.87MB
  10. 03 Storage and Databases/005 Data Transfer Services.mp48.9MB
  11. 03 Storage and Databases/006 Cloud SQL.mp422.61MB
  12. 03 Storage and Databases/007 LAB Creating a Cloud SQL Instance and Loading Data.mp429.54MB
  13. 03 Storage and Databases/008 Cloud Firestore.mp423.6MB
  14. 03 Storage and Databases/009 Cloud Spanner.mp428.26MB
  15. 03 Storage and Databases/010 LAB Working with Cloud Spanner.mp421.85MB
  16. 03 Storage and Databases/011 Cloud Memorystore.mp410.39MB
  17. 03 Storage and Databases/012 LAB Working with Cloud Memorystore.mp435.96MB
  18. 03 Storage and Databases/013 Comparing Storage Options.mp414.66MB
  19. 03 Storage and Databases/014 Exam Tips.mp46.93MB
  20. 04 Big Data Ecosystem/001 MapReduce.mp448.99MB
  21. 04 Big Data Ecosystem/002 Hadoop HDFS.mp422.79MB
  22. 04 Big Data Ecosystem/003 Apache Pig.mp47.43MB
  23. 04 Big Data Ecosystem/004 Apache Spark.mp430.23MB
  24. 04 Big Data Ecosystem/005 Apache Kafka.mp417.08MB
  25. 05 Real Time Messaging with PubSub/001 PubSub Concepts.mp451.34MB
  26. 05 Real Time Messaging with PubSub/002 PubSub Basics.mp48.9MB
  27. 05 Real Time Messaging with PubSub/003 LAB Working with Cloud PubSub.mp431.7MB
  28. 05 Real Time Messaging with PubSub/004 LAB Cloud PubSub Client Libraries.mp440.61MB
  29. 05 Real Time Messaging with PubSub/005 Advanced PubSub.mp417.3MB
  30. 05 Real Time Messaging with PubSub/006 LAB Loosely Coupled Services with Cloud PubSub.mp435.77MB
  31. 05 Real Time Messaging with PubSub/007 LAB Stream Data through Cloud PubSub to BigQuery.mp459.58MB
  32. 05 Real Time Messaging with PubSub/008 Exam Tips.mp410.97MB
  33. 06 Pipelines with Cloud Dataflow/001 Dataflow Introduction.mp415.39MB
  34. 06 Pipelines with Cloud Dataflow/002 Pipeline Lifecycle.mp416.12MB
  35. 06 Pipelines with Cloud Dataflow/003 Dataflow Pipeline Concepts.mp415.22MB
  36. 06 Pipelines with Cloud Dataflow/004 Advanced Dataflow Concepts.mp415.18MB
  37. 06 Pipelines with Cloud Dataflow/005 Dataflow Security and Access.mp417.06MB
  38. 06 Pipelines with Cloud Dataflow/006 Using Dataflow.mp422.15MB
  39. 06 Pipelines with Cloud Dataflow/007 Exam Tips.mp410.41MB
  40. 06 Pipelines with Cloud Dataflow/008 LAB Working with Cloud Dataflow.mp431.6MB
  41. 06 Pipelines with Cloud Dataflow/009 LAB Streaming Pipelines with Cloud Dataflow.mp460.04MB
  42. 07 Managed Spark with Cloud Dataproc/001 Dataproc Overview.mp48.89MB
  43. 07 Managed Spark with Cloud Dataproc/002 Dataproc Basics.mp48.31MB
  44. 07 Managed Spark with Cloud Dataproc/003 LAB Working with Cloud Dataproc.mp420.96MB
  45. 07 Managed Spark with Cloud Dataproc/004 Advanced Dataproc.mp415.83MB
  46. 07 Managed Spark with Cloud Dataproc/005 LAB Cloud Dataproc with the GCS Connector.mp425.03MB
  47. 07 Managed Spark with Cloud Dataproc/006 Exam Tips.mp48.63MB
  48. 08 NoSQL Data with Cloud Bigtable/001 Bigtable Concepts.mp413.93MB
  49. 08 NoSQL Data with Cloud Bigtable/002 Bigtable Architecture.mp415.18MB
  50. 08 NoSQL Data with Cloud Bigtable/003 Bigtable Data Model.mp410.23MB
  51. 08 NoSQL Data with Cloud Bigtable/004 LAB Working with Cloud Bigtable.mp451.77MB
  52. 08 NoSQL Data with Cloud Bigtable/005 Bigtable Schema Design.mp416.63MB
  53. 08 NoSQL Data with Cloud Bigtable/006 Bigtable Advanced Concepts.mp414.29MB
  54. 08 NoSQL Data with Cloud Bigtable/007 LAB Loading and Querying Data with Cloud Bigtable.mp440.71MB
  55. 08 NoSQL Data with Cloud Bigtable/008 Exam Tips.mp49.58MB
  56. 09 Data Analytics with BigQuery/001 BigQuery Basics.mp415.3MB
  57. 09 Data Analytics with BigQuery/002 Using BigQuery.mp437.37MB
  58. 09 Data Analytics with BigQuery/003 Partitioning and Clustering.mp423.63MB
  59. 09 Data Analytics with BigQuery/004 Best Practices.mp421.64MB
  60. 09 Data Analytics with BigQuery/005 Securing BigQuery.mp411.64MB
  61. 09 Data Analytics with BigQuery/006 BigQuery Monitoring and Logging.mp49.13MB
  62. 09 Data Analytics with BigQuery/007 Machine Learning with BigQuery ML.mp410.44MB
  63. 09 Data Analytics with BigQuery/008 Exam Tips.mp49.24MB
  64. 09 Data Analytics with BigQuery/009 LAB Working with BigQuery.mp438.57MB
  65. 09 Data Analytics with BigQuery/010 LAB Advanced BigQuery Features.mp458.13MB
  66. 10 Exploration with Cloud Datalab/001 Datalab Concepts.mp49.36MB
  67. 10 Exploration with Cloud Datalab/002 LAB Working with Cloud Datalab.mp437.08MB
  68. 10 Exploration with Cloud Datalab/003 LAB Jupyter Notebooks in GCP.mp440.22MB
  69. 11 Visualization with Cloud Data Studio/001 Reporting and Business Intelligence.mp47.83MB
  70. 11 Visualization with Cloud Data Studio/002 Data Distributions.mp420.83MB
  71. 11 Visualization with Cloud Data Studio/003 Introduction to Data Studio.mp47.73MB
  72. 11 Visualization with Cloud Data Studio/004 Charts and Filters.mp413.96MB
  73. 12 Orchestration with Cloud Composer/001 Cloud Composer Overview.mp415.3MB
  74. 12 Orchestration with Cloud Composer/002 Cloud Composer Architecture.mp48.86MB
  75. 12 Orchestration with Cloud Composer/003 Lab Working with Cloud Composer.mp446.6MB
  76. 12 Orchestration with Cloud Composer/004 Advanced Cloud Composer.mp49.52MB
  77. 13 Introduction to Machine Learning/001 Machine Learning Introduction.mp425.62MB
  78. 13 Introduction to Machine Learning/002 Machine Learning Basics.mp439.87MB
  79. 13 Introduction to Machine Learning/003 Machine Learning Types and Models.mp424.91MB
  80. 13 Introduction to Machine Learning/004 Overfitting.mp421.21MB
  81. 13 Introduction to Machine Learning/005 Hyperparameters.mp410.02MB
  82. 13 Introduction to Machine Learning/006 Feature Engineering.mp423.63MB
  83. 14 Machine Learning with TensorFlow/001 Deep Learning with TensorFlow.mp417.03MB
  84. 14 Machine Learning with TensorFlow/002 Introduction to Artificial Neural Networks.mp445.54MB
  85. 14 Machine Learning with TensorFlow/003 Neural Network Architectures.mp420.14MB
  86. 14 Machine Learning with TensorFlow/004 Building a Neural Network.mp410.75MB
  87. 15 Using Pre-Trained ML Cloud APIs/001 Cloud AI Cloud APIs.mp412.62MB
  88. 15 Using Pre-Trained ML Cloud APIs/002 Vision.mp426.36MB
  89. 15 Using Pre-Trained ML Cloud APIs/003 Video Intelligence.mp417.82MB
  90. 15 Using Pre-Trained ML Cloud APIs/004 Language.mp425.1MB
  91. 15 Using Pre-Trained ML Cloud APIs/005 Conversation.mp427.47MB
  92. 15 Using Pre-Trained ML Cloud APIs/006 LAB Working with Cloud ML APIs.mp452.56MB
  93. 16 Leveraging Auto ML Platform/001 Introduction to AutoML.mp410.01MB
  94. 16 Leveraging Auto ML Platform/002 Sight with AutoML.mp412.54MB
  95. 16 Leveraging Auto ML Platform/003 Language with AutoML.mp411.73MB
  96. 16 Leveraging Auto ML Platform/004 Structured Data with AutoML.mp49.71MB
  97. 17 Operationalizing Machine Learning Models/001 Introduction to Operationalizing ML Models.mp411.33MB
  98. 17 Operationalizing Machine Learning Models/002 Kubeflow.mp47.86MB
  99. 17 Operationalizing Machine Learning Models/003 AI Platform.mp49.06MB
  100. 18 Data Security and Industry Regulation/001 Security and Regulation Overview.mp420.65MB
  101. 18 Data Security and Industry Regulation/002 IAM Best Practices.mp414.83MB
  102. 18 Data Security and Industry Regulation/003 Data Security.mp411.83MB
  103. 18 Data Security and Industry Regulation/004 Data Privacy.mp412.77MB
  104. 18 Data Security and Industry Regulation/005 Industry Regulation.mp417.15MB
  105. 19 Dataprep/001 Dataprep Overview.mp425.06MB
  106. 19 Dataprep/002 LAB Working with Cloud Dataprep.mp459.99MB
  107. 20 Preparing for the Professional Data Engineer Exam/001 Reference Architectures Big Data.mp423.31MB
  108. 20 Preparing for the Professional Data Engineer Exam/002 Reference Architectures Artificial Intelligence and Machine Learning.mp410.81MB
  109. 20 Preparing for the Professional Data Engineer Exam/003 Reference Architectures Internet of Things.mp411.18MB
  110. 20 Preparing for the Professional Data Engineer Exam/004 Reference Architectures Mobile Gaming.mp413.16MB
  111. 20 Preparing for the Professional Data Engineer Exam/005 External Resources and Tutorials.mp48.73MB
  112. 20 Preparing for the Professional Data Engineer Exam/006 Exam Guide Breakdown.mp460.35MB
  113. 20 Preparing for the Professional Data Engineer Exam/007 What to Expect From the Exam.mp424.49MB
  114. 20 Preparing for the Professional Data Engineer Exam/008 Thank You and Good Luck.mp410.18MB
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