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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تولید کننده: Udemy