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[FreeCoursesOnline.Me] A Cloud Guru - Google Certified Professional Data Engineer
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2021-12-4 05:31
2024-9-5 06:17
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Me
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文件列表
01 Introduction/001 Welcome.mp4
30.15MB
01 Introduction/002 About This Course.mp4
48.42MB
01 Introduction/003 Course Audience and Prerequisites.mp4
12.35MB
02 Data Processing Fundamentals/001 Data Processing Concepts.mp4
93.68MB
02 Data Processing Fundamentals/002 Data Processing Pipelines.mp4
18.79MB
03 Storage and Databases/001 Introduction to Data Storage in GCP.mp4
59.1MB
03 Storage and Databases/002 Working with Data.mp4
16.16MB
03 Storage and Databases/003 Cloud Storage.mp4
23.08MB
03 Storage and Databases/004 Service Accounts.mp4
14.87MB
03 Storage and Databases/005 Data Transfer Services.mp4
8.9MB
03 Storage and Databases/006 Cloud SQL.mp4
22.61MB
03 Storage and Databases/007 LAB Creating a Cloud SQL Instance and Loading Data.mp4
29.54MB
03 Storage and Databases/008 Cloud Firestore.mp4
23.6MB
03 Storage and Databases/009 Cloud Spanner.mp4
28.26MB
03 Storage and Databases/010 LAB Working with Cloud Spanner.mp4
21.85MB
03 Storage and Databases/011 Cloud Memorystore.mp4
10.39MB
03 Storage and Databases/012 LAB Working with Cloud Memorystore.mp4
35.96MB
03 Storage and Databases/013 Comparing Storage Options.mp4
14.66MB
03 Storage and Databases/014 Exam Tips.mp4
6.93MB
04 Big Data Ecosystem/001 MapReduce.mp4
48.99MB
04 Big Data Ecosystem/002 Hadoop HDFS.mp4
22.79MB
04 Big Data Ecosystem/003 Apache Pig.mp4
7.43MB
04 Big Data Ecosystem/004 Apache Spark.mp4
30.23MB
04 Big Data Ecosystem/005 Apache Kafka.mp4
17.08MB
05 Real Time Messaging with PubSub/001 PubSub Concepts.mp4
51.34MB
05 Real Time Messaging with PubSub/002 PubSub Basics.mp4
8.9MB
05 Real Time Messaging with PubSub/003 LAB Working with Cloud PubSub.mp4
31.7MB
05 Real Time Messaging with PubSub/004 LAB Cloud PubSub Client Libraries.mp4
40.61MB
05 Real Time Messaging with PubSub/005 Advanced PubSub.mp4
17.3MB
05 Real Time Messaging with PubSub/006 LAB Loosely Coupled Services with Cloud PubSub.mp4
35.77MB
05 Real Time Messaging with PubSub/007 LAB Stream Data through Cloud PubSub to BigQuery.mp4
59.58MB
05 Real Time Messaging with PubSub/008 Exam Tips.mp4
10.97MB
06 Pipelines with Cloud Dataflow/001 Dataflow Introduction.mp4
15.39MB
06 Pipelines with Cloud Dataflow/002 Pipeline Lifecycle.mp4
16.12MB
06 Pipelines with Cloud Dataflow/003 Dataflow Pipeline Concepts.mp4
15.22MB
06 Pipelines with Cloud Dataflow/004 Advanced Dataflow Concepts.mp4
15.18MB
06 Pipelines with Cloud Dataflow/005 Dataflow Security and Access.mp4
17.06MB
06 Pipelines with Cloud Dataflow/006 Using Dataflow.mp4
22.15MB
06 Pipelines with Cloud Dataflow/007 Exam Tips.mp4
10.41MB
06 Pipelines with Cloud Dataflow/008 LAB Working with Cloud Dataflow.mp4
31.6MB
06 Pipelines with Cloud Dataflow/009 LAB Streaming Pipelines with Cloud Dataflow.mp4
60.04MB
07 Managed Spark with Cloud Dataproc/001 Dataproc Overview.mp4
8.89MB
07 Managed Spark with Cloud Dataproc/002 Dataproc Basics.mp4
8.31MB
07 Managed Spark with Cloud Dataproc/003 LAB Working with Cloud Dataproc.mp4
20.96MB
07 Managed Spark with Cloud Dataproc/004 Advanced Dataproc.mp4
15.83MB
07 Managed Spark with Cloud Dataproc/005 LAB Cloud Dataproc with the GCS Connector.mp4
25.03MB
07 Managed Spark with Cloud Dataproc/006 Exam Tips.mp4
8.63MB
08 NoSQL Data with Cloud Bigtable/001 Bigtable Concepts.mp4
13.93MB
08 NoSQL Data with Cloud Bigtable/002 Bigtable Architecture.mp4
15.18MB
08 NoSQL Data with Cloud Bigtable/003 Bigtable Data Model.mp4
10.23MB
08 NoSQL Data with Cloud Bigtable/004 LAB Working with Cloud Bigtable.mp4
51.77MB
08 NoSQL Data with Cloud Bigtable/005 Bigtable Schema Design.mp4
16.63MB
08 NoSQL Data with Cloud Bigtable/006 Bigtable Advanced Concepts.mp4
14.29MB
08 NoSQL Data with Cloud Bigtable/007 LAB Loading and Querying Data with Cloud Bigtable.mp4
40.71MB
08 NoSQL Data with Cloud Bigtable/008 Exam Tips.mp4
9.58MB
09 Data Analytics with BigQuery/001 BigQuery Basics.mp4
15.3MB
09 Data Analytics with BigQuery/002 Using BigQuery.mp4
37.37MB
09 Data Analytics with BigQuery/003 Partitioning and Clustering.mp4
23.63MB
09 Data Analytics with BigQuery/004 Best Practices.mp4
21.64MB
09 Data Analytics with BigQuery/005 Securing BigQuery.mp4
11.64MB
09 Data Analytics with BigQuery/006 BigQuery Monitoring and Logging.mp4
9.13MB
09 Data Analytics with BigQuery/007 Machine Learning with BigQuery ML.mp4
10.44MB
09 Data Analytics with BigQuery/008 Exam Tips.mp4
9.24MB
09 Data Analytics with BigQuery/009 LAB Working with BigQuery.mp4
38.57MB
09 Data Analytics with BigQuery/010 LAB Advanced BigQuery Features.mp4
58.13MB
10 Exploration with Cloud Datalab/001 Datalab Concepts.mp4
9.36MB
10 Exploration with Cloud Datalab/002 LAB Working with Cloud Datalab.mp4
37.08MB
10 Exploration with Cloud Datalab/003 LAB Jupyter Notebooks in GCP.mp4
40.22MB
11 Visualization with Cloud Data Studio/001 Reporting and Business Intelligence.mp4
7.83MB
11 Visualization with Cloud Data Studio/002 Data Distributions.mp4
20.83MB
11 Visualization with Cloud Data Studio/003 Introduction to Data Studio.mp4
7.73MB
11 Visualization with Cloud Data Studio/004 Charts and Filters.mp4
13.96MB
12 Orchestration with Cloud Composer/001 Cloud Composer Overview.mp4
15.3MB
12 Orchestration with Cloud Composer/002 Cloud Composer Architecture.mp4
8.86MB
12 Orchestration with Cloud Composer/003 Lab Working with Cloud Composer.mp4
46.6MB
12 Orchestration with Cloud Composer/004 Advanced Cloud Composer.mp4
9.52MB
13 Introduction to Machine Learning/001 Machine Learning Introduction.mp4
25.62MB
13 Introduction to Machine Learning/002 Machine Learning Basics.mp4
39.87MB
13 Introduction to Machine Learning/003 Machine Learning Types and Models.mp4
24.91MB
13 Introduction to Machine Learning/004 Overfitting.mp4
21.21MB
13 Introduction to Machine Learning/005 Hyperparameters.mp4
10.02MB
13 Introduction to Machine Learning/006 Feature Engineering.mp4
23.63MB
14 Machine Learning with TensorFlow/001 Deep Learning with TensorFlow.mp4
17.03MB
14 Machine Learning with TensorFlow/002 Introduction to Artificial Neural Networks.mp4
45.54MB
14 Machine Learning with TensorFlow/003 Neural Network Architectures.mp4
20.14MB
14 Machine Learning with TensorFlow/004 Building a Neural Network.mp4
10.75MB
15 Using Pre-Trained ML Cloud APIs/001 Cloud AI Cloud APIs.mp4
12.62MB
15 Using Pre-Trained ML Cloud APIs/002 Vision.mp4
26.36MB
15 Using Pre-Trained ML Cloud APIs/003 Video Intelligence.mp4
17.82MB
15 Using Pre-Trained ML Cloud APIs/004 Language.mp4
25.1MB
15 Using Pre-Trained ML Cloud APIs/005 Conversation.mp4
27.47MB
15 Using Pre-Trained ML Cloud APIs/006 LAB Working with Cloud ML APIs.mp4
52.56MB
16 Leveraging Auto ML Platform/001 Introduction to AutoML.mp4
10.01MB
16 Leveraging Auto ML Platform/002 Sight with AutoML.mp4
12.54MB
16 Leveraging Auto ML Platform/003 Language with AutoML.mp4
11.73MB
16 Leveraging Auto ML Platform/004 Structured Data with AutoML.mp4
9.71MB
17 Operationalizing Machine Learning Models/001 Introduction to Operationalizing ML Models.mp4
11.33MB
17 Operationalizing Machine Learning Models/002 Kubeflow.mp4
7.86MB
17 Operationalizing Machine Learning Models/003 AI Platform.mp4
9.06MB
18 Data Security and Industry Regulation/001 Security and Regulation Overview.mp4
20.65MB
18 Data Security and Industry Regulation/002 IAM Best Practices.mp4
14.83MB
18 Data Security and Industry Regulation/003 Data Security.mp4
11.83MB
18 Data Security and Industry Regulation/004 Data Privacy.mp4
12.77MB
18 Data Security and Industry Regulation/005 Industry Regulation.mp4
17.15MB
19 Dataprep/001 Dataprep Overview.mp4
25.06MB
19 Dataprep/002 LAB Working with Cloud Dataprep.mp4
59.99MB
20 Preparing for the Professional Data Engineer Exam/001 Reference Architectures Big Data.mp4
23.31MB
20 Preparing for the Professional Data Engineer Exam/002 Reference Architectures Artificial Intelligence and Machine Learning.mp4
10.81MB
20 Preparing for the Professional Data Engineer Exam/003 Reference Architectures Internet of Things.mp4
11.18MB
20 Preparing for the Professional Data Engineer Exam/004 Reference Architectures Mobile Gaming.mp4
13.16MB
20 Preparing for the Professional Data Engineer Exam/005 External Resources and Tutorials.mp4
8.73MB
20 Preparing for the Professional Data Engineer Exam/006 Exam Guide Breakdown.mp4
60.35MB
20 Preparing for the Professional Data Engineer Exam/007 What to Expect From the Exam.mp4
24.49MB
20 Preparing for the Professional Data Engineer Exam/008 Thank You and Good Luck.mp4
10.18MB
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