Data Warehousing with BigQuery: Storage Design, Query Optimization, and Administration (DWBQ-SDQA)

 

Course Overview

In this course, you learn about the internals of BigQuery and best practices for designing, optimizing, and administering your data warehouse. Through a combination of lectures, demos, and labs, you learn about BigQuery architecture and how to design optimal storage and schemas for data ingestion and changes. Next, you learn techniques to improve read performance, optimize queries, manage workloads, and use logging and monitoring tools. You also learn about the different pricing models. Finally, you learn various methods to secure data, automate workloads, and build machine learning models with BigQuery ML.

Who should attend

Data analysts, data scientists, data engineers, and developers who perform work on a scale that requires advanced BigQuery internals knowledge to optimize performance.

Prerequisites

Course Objectives

  • Describe BigQuery architecture fundamentals.
  • Implement storage and schema design patterns to improve performance.
  • Use DML and schedule data transfers to ingest data.
  • Apply best practices to improve read efficiency and optimize query performance.
  • Manage capacity and automate workloads.
  • Understand patterns versus anti-patterns to optimize queries and improve read performance.
  • Use logging and monitoring tools to understand and optimize usage patterns.
  • Apply security best practices to govern data and resources.
  • Build and deploy several categories of machine learning models with BigQuery ML.

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מחירים & Delivery methods

הדרכה מקוונת

אורך
3 ימים

מחיר
  • 6,770 ₪
שיעורים בכיתה

אורך
3 ימים

מחיר
  • ישראל: 6,770 ₪
 

לוח זמנים

ספרדית

5 hours difference

הדרכה מקוונת Time zone: Argentina Time (ART)
הדרכה מקוונת Time zone: Chile Standard Time (CLT)

7 hours difference

הדרכה מקוונת Time zone: Eastern Standard Time (EST)
הדרכה מקוונת Time zone: Colombia Time (COT)
הדרכה מקוונת Time zone: Peru Time (PET)

8 hours difference

הדרכה מקוונת Time zone: Central Standard Time (CST)
הדרכה מקוונת Time zone: Central Standard Time (CST)
הדרכה מקוונת בהנחיית מדריכים:   המדריך מעביר קורסים מקוונים