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Google Cloud BigQuery – A Complete Guide

سرفصل های دوره

A complete E2E knowledge on GCP's BigQuery exploring on various aspects like Administrative, Storage and Analytics.


1. Introduction to Google Cloud Platform & Services
  • 1. Learning Objectives.html
  • 2. Introduction On Cloud Computing
  • 3. Benefits of Cloud Computing
  • 4. Why Google Cloud Platform
  • 5. Google Cloud - Regions and Zones
  • 6. Google Cloud - Resource Hierarchy
  • 7. Google Cloud - Cloud Shell & Cloud Editor
  • 8. Google Cloud - Cloud Shell & Cloud Editor[Contd]
  • 9. Google Cloud - Identity & Access Management (IAM)
  • 10. Google Cloud - Service Account & Types

  • 2. Overview on Data Warehouse
  • 1. Learning Objectives.html
  • 2. Overview on Data Warehouse
  • 3. Architecture of Data Warehouse
  • 4. Features of Data Warehouse
  • 5. Benefits of Data Warehouse
  • 6. Challenges of Data Warehouse

  • 3. Overview on Cloud BigQuery
  • 1. Learning Objectives.html
  • 2. Introduction on Cloud BigQuery
  • 3. Features Of Cloud BigQuery
  • 4. Cloud BigQuery in GCP Console

  • 4. Overview of Analytics in BigQuery
  • 1. Learning Objectives.html
  • 2. Lab on BigQuery Console
  • 3. Lab on BigQuery Console[Contd]
  • 4. Other Services in BigQuery

  • 5. bq - Command line in BigQuery
  • 1. Learning Objectives.html
  • 2. Introduction on bq - command line tool

  • 6. Overview on Partitioned Tables in BigQuery
  • 1. Learning Objectives.html
  • 2. Introduction to Partitioned Tables
  • 3. Lab on Ingestion time partitioning
  • 4. Lab on Time-unit column partitioning
  • 5. Lab on Integer range partitioning

  • 7. Overview on Clustered Tables in BigQuery
  • 1. Learning Objectives.html
  • 2. Introduction to clustered tables
  • 3. Lab on Clustered tables in BigQuery
  • 4. When to use Partitioned and Clustered Tables

  • 8. Overview on Views and Materialized Views in BigQuery
  • 1. Learning Objectives.html
  • 2. Introduction to views
  • 3. When to use clustering and partitioned tables
  • 4. Introduction to materialized views

  • 9. Client library in BigQuery - Python
  • 1. Learning Objectives.html
  • 2. Introduction on Client library

  • 10. Overview on BigQuery Pricing
  • 1. Learning Objectives.html
  • 2. BigQuery Pricing

  • 11. Best Practices and Optimization Techniques in BigQuery
  • 1. Learning Objectives.html
  • 2. Best Practices

  • 12. External Sources in BigQuery
  • 1. Learning Objectives.html
  • 2. External Data Sources In BigQuery
  • 3. Lab on External Data Sources in BigQuery

  • 13. Real Time UseCases in BigQuery
  • 1. Learning Objectives.html
  • 2. UseCases of Cloud BigQuery
  • 3. Streaming Data to Cloud Bigtable in GCP
  • 4. Export BigQuery Table to Cloud Storage Bucket

  • 14. Overview on BigLake in BigQuery
  • 1. Learning Objectives.html
  • 2. Overview on Cloud BigLake
  • 3. Features of Cloud BigLake
  • 4. Lab on Creating your First Cloud BigLake in GCP
  • 5. Lab on GCPs BigLake with setting up control policies
  • 6. Lab on Upgrading external table to Biglake in GCP
  • 7. Pricing of Cloud BigLake
  • 8. Limitations of Cloud BigLake
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    مدت زمان: 278 دقیقه
    تاریخ انتشار: ۱۸ آذر ۱۴۰۳
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