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BigQuery for Big data engineers - Master Big Query Internals

BigQuery for Big data engineers - Master Big Query Internals

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Description


Description



Note : This Bigquery course is NOT intended to teach SQL or PostgreSQL. The focus of the course is kept to give you In-depth knowledge of Google Bigquery concepts/Internals.



**Coming Soon** –  Streaming Pipeline in GCP



“BigQuery is server-less, highly scalable, and cost-effective Data warehouse designed for Google cloud Platform (GCP) to store and query petabytes of data.”



What’s included in the course ?



   Brief introduction to the set of services Google Cloud provides.

   Complete In-depth knowledge of Google BigQuery concepts explained from Scratch to ADVANCE to Real-Time implementation.

   Each and every BigQuery concept is explained with HANDS-ON examples.

   Includes each and every, even thin detail of Big Query.

   Learn to interact with BigQuery using its Web UI dashboard, Bq CLI and Python Client Library.

   Create, Load, Modify and Manage BigQuery Datasets, Tables, Views, Materialized Views etc.

   *Exclusive* – Query Execution Plan, Efficient schema design, Optimization techniques, Partitioning, Clustering.

   Build and deploy an end-to-end data pipeline of a Real-Time case study in GCP.

   Services used in the pipeline- Dataflow, Apache Beam, Bigquery, Cloud storage, Data Studio, Cloud Composer etc.

   Learn Best practices and Optimization techniques to follow in Real-Time Google Cloud BigQuery Projects.



After completing this course, you can start working on any BigQuery project with full confidence.



Add-Ons



   Questions and Queries will be answered very quickly.

   Queries and datasets used in lectures are attached in the course for your convenience.

   I am going to update it frequently, every time adding new components of Bigquery.



Who this course is for:



   Students who want to learn Deep Internals of BigQuery components

   Data engineers, intending to build end-to-end Data pipelines in GCP (Google Cloud Platform)

   Anyone planning to give Google Cloud Data engineer certification.



Requirements



   Basic knowledge of SQL



Last Updated 12/2020

File list
  • BigQuery for Big data engineers - Master Big Query Internals
  • TutsNode.com.txt 63 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/1. Introduction to Google Cloud Platform.mp4 9.2 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/1. Introduction to Google Cloud Platform.srt 3.4 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/2. GCP vs AWS vs Azure - Why choose GCP.mp4 20.5 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/2. GCP vs AWS vs Azure - Why choose GCP.srt 9.2 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/3. Compute Services in GCP.mp4 19.3 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/3. Compute Services in GCP.srt 8.3 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/4. Storage Services in GCP.mp4 23.9 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/4. Storage Services in GCP.srt 7.6 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/5. Big data Services in GCP.mp4 14.8 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/5. Big data Services in GCP.srt 5.7 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/6. AI & ML Services in GCP.mp4 26.5 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/6. AI & ML Services in GCP.srt 12.7 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/7. Big data ecosystem in GCP.mp4 19.2 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/7. Big data ecosystem in GCP.srt 7.2 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/1. Introduction to GCP & its services/8. Quiz 1.html 119 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/15. Build end-to-end Data Pipelines/3. Write Transformations in Beam.mp4 59.5 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/2. Introduction to BigQuery/1. Conventional Datawarehouse Problems.mp4 9.8 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/2. Introduction to BigQuery/1. Conventional Datawarehouse Problems.srt 5.5 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/2. Introduction to BigQuery/2. What is BigQuery.mp4 12.2 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/2. Introduction to BigQuery/2. What is BigQuery.srt 5.6 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/2. Introduction to BigQuery/3. BigQuery Out-of-the Box Features.mp4 14.3 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/2. Introduction to BigQuery/3. BigQuery Out-of-the Box Features.srt 5.9 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/2. Introduction to BigQuery/4. Architecture of BigQuery.mp4 18.5 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/2. Introduction to BigQuery/4. Architecture of BigQuery.srt 8.9 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/1. Setup a GCP account.html 1.2 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/2. Create a Project.mp4 24.8 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/2. Create a Project.srt 6.1 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/3. BigQuery UI Tour.mp4 15.7 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/3. BigQuery UI Tour.srt 4.1 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/4. Region Vs Multi-region.mp4 29.4 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/4. Region Vs Multi-region.srt 9.9 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/5. Create a Dataset.mp4 10.6 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/5. Create a Dataset.srt 3.9 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/6. Create a Table.mp4 40 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/6. Create a Table.srt 11.1 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/6.1 names.zip 7.9 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/3. Dataset & Table creation/7. Assignment 1.html 123 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/1. Running query with various Query Settings.mp4 39.4 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/1. Running query with various Query Settings.srt 10.2 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/1.1 runing 1st query.txt 104 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/2. Caching features & limitations.mp4 16.7 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/2. Caching features & limitations.srt 5.5 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/3. Querying Wildcard Tables.mp4 36.8 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/3. Querying Wildcard Tables.srt 9.8 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/3.1 wildcard queries.txt 1.6 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/4. Wildcard Table Limitations.mp4 16.6 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/4. Wildcard Table Limitations.srt 5.5 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/5. Schedule, Save, Share a Query.mp4 49.7 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/5. Schedule, Save, Share a Query.srt 12 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/5.1 Cron format.html 167 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/6. Schema Auto detection.mp4 30.1 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/6. Schema Auto detection.srt 5.6 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/4. Using BigQuery Dashboard options/6.1 auto_detect.txt 32.6 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/5. Efficient Schema Design in BigQuery/1. Design an Efficient schema for BigQuery Tables.mp4 16.3 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/5. Efficient Schema Design in BigQuery/1. Design an Efficient schema for BigQuery Tables.srt 7.5 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/5. Efficient Schema Design in BigQuery/2. Nested & Repeated Columns.mp4 34 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/5. Efficient Schema Design in BigQuery/2. Nested & Repeated Columns.srt 6.1 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/5. Efficient Schema Design in BigQuery/2.1 nested.zip 601 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/5. Efficient Schema Design in BigQuery/3. Quiz 2.html 119 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/5. Efficient Schema Design in BigQuery/4. Assignment 2.html 123 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/1. Copying Datasets.mp4 31 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/1. Copying Datasets.srt 6.2 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/1.1 Roles.html 126 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/1.2 Pricing.html 102 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/1.3 Locations supporting Dataset copying.html 118 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/2. Transfer Service for scheduling Copy Jobs.mp4 18.9 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/2. Transfer Service for scheduling Copy Jobs.srt 5.5 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/2.1 Pricing.html 102 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/3. Native operations on Table for Schema change.mp4 42.6 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/3. Native operations on Table for Schema change.srt 7.8 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/3.1 modify table schema data - Copy.txt 80 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/3.2 modify table schema data.txt 87 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/4. Manual operations on Table.mp4 47.8 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/4. Manual operations on Table.srt 7.5 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/6. Operations on Datasets & Tables/4.1 modify table schema queries.txt 472 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/7. Execution Plan of BigQuery/1. How BigQuery creates Execution Plan of a Query.mp4 31.1 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/7. Execution Plan of BigQuery/1. How BigQuery creates Execution Plan of a Query.srt 11.9 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/7. Execution Plan of BigQuery/1.1 execution plan query.txt 194 B
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/7. Execution Plan of BigQuery/2. Understanding Execution Plan in UI Dashboard.mp4 29.2 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/7. Execution Plan of BigQuery/2. Understanding Execution Plan in UI Dashboard.srt 8.3 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/1. What is Partitioning & its benefits.mp4 21.4 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/1. What is Partitioning & its benefits.srt 7.7 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/2. Ingestion time Partitioned Tables.mp4 53.8 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/2. Ingestion time Partitioned Tables.srt 10.7 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/2.1 Partitioning.zip 8.3 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/3. Date column Partitioned Tables.mp4 41.4 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/3. Date column Partitioned Tables.srt 7.2 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/4. Integer based Partitioned Tables.mp4 28 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/4. Integer based Partitioned Tables.srt 5.5 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/5. ALTER, COPY operations on Partitioned Tables.mp4 29.5 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/5. ALTER, COPY operations on Partitioned Tables.srt 7.6 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/6. DML operations on Partitioned Tables.mp4 30 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/6. DML operations on Partitioned Tables.srt 2.6 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/6.1 Partitioning.zip 8.3 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/7. Best Practices for Partitioning.mp4 40.9 MB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/7. Best Practices for Partitioning.srt 8.3 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/8. Partitioned Tables in BigQuery/7.1 Partitioning.zip 8.3 KB
  • [TutsNode.com] - BigQuery for Big data engineers - Master Big Query Internals/9. Clustered Tables in BigQuery/1. What is Clustering.mp4 17.7 MB

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