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种子名称： [CourseClub.Me] A Cloud Guru - Google Certified Professional Data Engineer
文件类型： 视频
文件数目： 114个文件
文件大小： 2.55 GB
收录时间： 2020-8-23 21:09
已经下载： 3次
资源热度： 230
最近下载： 2025-2-16 10:23

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

01 Introduction/001 Welcome.mp430.15MB

01 Introduction/002 About This Course.mp448.42MB

01 Introduction/003 Course Audience and Prerequisites.mp412.35MB

02 Data Processing Fundamentals/001 Data Processing Concepts.mp493.68MB

02 Data Processing Fundamentals/002 Data Processing Pipelines.mp418.79MB

03 Storage and Databases/001 Introduction to Data Storage in GCP.mp459.1MB

03 Storage and Databases/002 Working with Data.mp416.16MB

03 Storage and Databases/003 Cloud Storage.mp423.08MB

03 Storage and Databases/004 Service Accounts.mp414.87MB

03 Storage and Databases/005 Data Transfer Services.mp48.9MB

03 Storage and Databases/006 Cloud SQL.mp422.61MB

03 Storage and Databases/007 LAB Creating a Cloud SQL Instance and Loading Data.mp429.54MB

03 Storage and Databases/008 Cloud Firestore.mp423.6MB

03 Storage and Databases/009 Cloud Spanner.mp428.26MB

03 Storage and Databases/010 LAB Working with Cloud Spanner.mp421.85MB

03 Storage and Databases/011 Cloud Memorystore.mp410.39MB

03 Storage and Databases/012 LAB Working with Cloud Memorystore.mp435.96MB

03 Storage and Databases/013 Comparing Storage Options.mp414.66MB

03 Storage and Databases/014 Exam Tips.mp46.93MB

04 Big Data Ecosystem/001 MapReduce.mp448.99MB

04 Big Data Ecosystem/002 Hadoop HDFS.mp422.79MB

04 Big Data Ecosystem/003 Apache Pig.mp47.43MB

04 Big Data Ecosystem/004 Apache Spark.mp430.23MB

04 Big Data Ecosystem/005 Apache Kafka.mp417.08MB

05 Real Time Messaging with PubSub/001 PubSub Concepts.mp451.34MB

05 Real Time Messaging with PubSub/002 PubSub Basics.mp48.9MB

05 Real Time Messaging with PubSub/003 LAB Working with Cloud PubSub.mp431.7MB

05 Real Time Messaging with PubSub/004 LAB Cloud PubSub Client Libraries.mp440.61MB

05 Real Time Messaging with PubSub/005 Advanced PubSub.mp417.3MB

05 Real Time Messaging with PubSub/006 LAB Loosely Coupled Services with Cloud PubSub.mp435.77MB

05 Real Time Messaging with PubSub/007 LAB Stream Data through Cloud PubSub to BigQuery.mp459.58MB

05 Real Time Messaging with PubSub/008 Exam Tips.mp410.97MB

06 Pipelines with Cloud Dataflow/001 Dataflow Introduction.mp415.39MB

06 Pipelines with Cloud Dataflow/002 Pipeline Lifecycle.mp416.12MB

06 Pipelines with Cloud Dataflow/003 Dataflow Pipeline Concepts.mp415.22MB

06 Pipelines with Cloud Dataflow/004 Advanced Dataflow Concepts.mp415.18MB

06 Pipelines with Cloud Dataflow/005 Dataflow Security and Access.mp417.06MB

06 Pipelines with Cloud Dataflow/006 Using Dataflow.mp422.15MB

06 Pipelines with Cloud Dataflow/007 Exam Tips.mp410.41MB

06 Pipelines with Cloud Dataflow/008 LAB Working with Cloud Dataflow.mp431.6MB

06 Pipelines with Cloud Dataflow/009 LAB Streaming Pipelines with Cloud Dataflow.mp460.04MB

07 Managed Spark with Cloud Dataproc/001 Dataproc Overview.mp48.89MB

07 Managed Spark with Cloud Dataproc/002 Dataproc Basics.mp48.31MB

07 Managed Spark with Cloud Dataproc/003 LAB Working with Cloud Dataproc.mp420.96MB

07 Managed Spark with Cloud Dataproc/004 Advanced Dataproc.mp415.83MB

07 Managed Spark with Cloud Dataproc/005 LAB Cloud Dataproc with the GCS Connector.mp425.03MB

07 Managed Spark with Cloud Dataproc/006 Exam Tips.mp48.63MB

08 NoSQL Data with Cloud Bigtable/001 Bigtable Concepts.mp413.93MB

08 NoSQL Data with Cloud Bigtable/002 Bigtable Architecture.mp415.18MB

08 NoSQL Data with Cloud Bigtable/003 Bigtable Data Model.mp410.23MB

08 NoSQL Data with Cloud Bigtable/004 LAB Working with Cloud Bigtable.mp451.77MB

08 NoSQL Data with Cloud Bigtable/005 Bigtable Schema Design.mp416.63MB

08 NoSQL Data with Cloud Bigtable/006 Bigtable Advanced Concepts.mp414.29MB

08 NoSQL Data with Cloud Bigtable/007 LAB Loading and Querying Data with Cloud Bigtable.mp440.71MB

08 NoSQL Data with Cloud Bigtable/008 Exam Tips.mp49.58MB

09 Data Analytics with BigQuery/001 BigQuery Basics.mp415.3MB

09 Data Analytics with BigQuery/002 Using BigQuery.mp437.37MB

09 Data Analytics with BigQuery/003 Partitioning and Clustering.mp423.63MB

09 Data Analytics with BigQuery/004 Best Practices.mp421.64MB

09 Data Analytics with BigQuery/005 Securing BigQuery.mp411.64MB

09 Data Analytics with BigQuery/006 BigQuery Monitoring and Logging.mp49.13MB

09 Data Analytics with BigQuery/007 Machine Learning with BigQuery ML.mp410.44MB

09 Data Analytics with BigQuery/008 Exam Tips.mp49.24MB

09 Data Analytics with BigQuery/009 LAB Working with BigQuery.mp438.57MB

09 Data Analytics with BigQuery/010 LAB Advanced BigQuery Features.mp458.13MB

10 Exploration with Cloud Datalab/001 Datalab Concepts.mp49.36MB

10 Exploration with Cloud Datalab/002 LAB Working with Cloud Datalab.mp437.08MB

10 Exploration with Cloud Datalab/003 LAB Jupyter Notebooks in GCP.mp440.22MB

11 Visualization with Cloud Data Studio/001 Reporting and Business Intelligence.mp47.83MB

11 Visualization with Cloud Data Studio/002 Data Distributions.mp420.83MB

11 Visualization with Cloud Data Studio/003 Introduction to Data Studio.mp47.73MB

11 Visualization with Cloud Data Studio/004 Charts and Filters.mp413.96MB

12 Orchestration with Cloud Composer/001 Cloud Composer Overview.mp415.3MB

12 Orchestration with Cloud Composer/002 Cloud Composer Architecture.mp48.86MB

12 Orchestration with Cloud Composer/003 Lab Working with Cloud Composer.mp446.6MB

12 Orchestration with Cloud Composer/004 Advanced Cloud Composer.mp49.52MB

13 Introduction to Machine Learning/001 Machine Learning Introduction.mp425.62MB

13 Introduction to Machine Learning/002 Machine Learning Basics.mp439.87MB

13 Introduction to Machine Learning/003 Machine Learning Types and Models.mp424.91MB

13 Introduction to Machine Learning/004 Overfitting.mp421.21MB

13 Introduction to Machine Learning/005 Hyperparameters.mp410.02MB

13 Introduction to Machine Learning/006 Feature Engineering.mp423.63MB

14 Machine Learning with TensorFlow/001 Deep Learning with TensorFlow.mp417.03MB

14 Machine Learning with TensorFlow/002 Introduction to Artificial Neural Networks.mp445.54MB

14 Machine Learning with TensorFlow/003 Neural Network Architectures.mp420.14MB

14 Machine Learning with TensorFlow/004 Building a Neural Network.mp410.75MB

15 Using Pre-Trained ML Cloud APIs/001 Cloud AI Cloud APIs.mp412.62MB

15 Using Pre-Trained ML Cloud APIs/002 Vision.mp426.36MB

15 Using Pre-Trained ML Cloud APIs/003 Video Intelligence.mp417.82MB

15 Using Pre-Trained ML Cloud APIs/004 Language.mp425.1MB

15 Using Pre-Trained ML Cloud APIs/005 Conversation.mp427.47MB

15 Using Pre-Trained ML Cloud APIs/006 LAB Working with Cloud ML APIs.mp452.56MB

16 Leveraging Auto ML Platform/001 Introduction to AutoML.mp410.01MB

16 Leveraging Auto ML Platform/002 Sight with AutoML.mp412.54MB

16 Leveraging Auto ML Platform/003 Language with AutoML.mp411.73MB

16 Leveraging Auto ML Platform/004 Structured Data with AutoML.mp49.71MB

17 Operationalizing Machine Learning Models/001 Introduction to Operationalizing ML Models.mp411.33MB

17 Operationalizing Machine Learning Models/002 Kubeflow.mp47.86MB

17 Operationalizing Machine Learning Models/003 AI Platform.mp49.06MB

18 Data Security and Industry Regulation/001 Security and Regulation Overview.mp420.65MB

18 Data Security and Industry Regulation/002 IAM Best Practices.mp414.83MB

18 Data Security and Industry Regulation/003 Data Security.mp411.83MB

18 Data Security and Industry Regulation/004 Data Privacy.mp412.77MB

18 Data Security and Industry Regulation/005 Industry Regulation.mp417.15MB

19 Dataprep/001 Dataprep Overview.mp425.06MB

19 Dataprep/002 LAB Working with Cloud Dataprep.mp459.99MB

20 Preparing for the Professional Data Engineer Exam/001 Reference Architectures Big Data.mp423.31MB

20 Preparing for the Professional Data Engineer Exam/002 Reference Architectures Artificial Intelligence and Machine Learning.mp410.81MB

20 Preparing for the Professional Data Engineer Exam/003 Reference Architectures Internet of Things.mp411.18MB

20 Preparing for the Professional Data Engineer Exam/004 Reference Architectures Mobile Gaming.mp413.16MB

20 Preparing for the Professional Data Engineer Exam/005 External Resources and Tutorials.mp48.73MB

20 Preparing for the Professional Data Engineer Exam/006 Exam Guide Breakdown.mp460.35MB

20 Preparing for the Professional Data Engineer Exam/007 What to Expect From the Exam.mp424.49MB

20 Preparing for the Professional Data Engineer Exam/008 Thank You and Good Luck.mp410.18MB