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Mastering Google BigQuery; A Practical Self-Assessment Guide

Mastering Google BigQuery; A Practical Self-Assessment Guide

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Mastering Google BigQuery: A Practical Self-Assessment Guide



Course Overview

This comprehensive course is designed to help you master Google BigQuery, a powerful cloud-based data warehousing and analytics platform. Through a series of interactive and engaging modules, you'll gain the skills and knowledge needed to work effectively with BigQuery and make data-driven decisions.



Course Features

  • Interactive and Engaging: Our course is designed to keep you engaged and motivated throughout your learning journey.
  • Comprehensive: We cover all the essential topics and skills you need to master BigQuery.
  • Personalized: Our course is tailored to meet your individual needs and learning style.
  • Up-to-date: Our content is constantly updated to reflect the latest developments and best practices in BigQuery.
  • Practical: You'll learn by working on real-world projects and case studies.
  • High-quality Content: Our course is designed and delivered by expert instructors with extensive experience in BigQuery.
  • Certification: You'll receive a certificate upon completion, issued by The Art of Service.
  • Flexible Learning: You can learn at your own pace and on your own schedule.
  • User-friendly: Our course is designed to be easy to navigate and use.
  • Mobile-accessible: You can access our course on any device, anywhere.
  • Community-driven: You'll be part of a community of learners and professionals who share your interests.
  • Actionable Insights: You'll gain practical insights and skills that you can apply immediately.
  • Hands-on Projects: You'll work on real-world projects to reinforce your learning.
  • Bite-sized Lessons: Our lessons are designed to be concise and easy to digest.
  • Lifetime Access: You'll have lifetime access to our course and all future updates.
  • Gamification: Our course includes interactive elements and games to make learning fun and engaging.
  • Progress Tracking: You can track your progress and stay motivated.


Course Outline

Module 1: Introduction to BigQuery

  • What is BigQuery?
  • Benefits of using BigQuery
  • BigQuery architecture
  • Setting up a BigQuery account
  • Basic BigQuery concepts

Module 2: BigQuery Fundamentals

  • Loading data into BigQuery
  • Understanding BigQuery data types
  • Working with BigQuery tables
  • Basic BigQuery queries
  • Using BigQuery functions

Module 3: BigQuery SQL

  • Introduction to BigQuery SQL
  • Basic SELECT statements
  • Filtering and sorting data
  • Joining tables
  • Using subqueries
  • Common table expressions (CTEs)

Module 4: BigQuery Data Modeling

  • Introduction to data modeling
  • Understanding entity-relationship diagrams (ERDs)
  • Creating a data model
  • Denormalization techniques
  • Data warehousing concepts

Module 5: BigQuery Data Processing

  • Introduction to data processing
  • Using BigQuery Data Transfer Service
  • Loading data from external sources
  • Transforming and processing data
  • Using BigQuery Dataflow

Module 6: BigQuery Machine Learning

  • Introduction to machine learning
  • Using BigQuery ML
  • Creating machine learning models
  • Training and evaluating models
  • Deploying models

Module 7: BigQuery Security and Governance

  • Introduction to BigQuery security
  • Understanding IAM roles and permissions
  • Managing access control
  • Using BigQuery audit logs
  • Compliance and governance

Module 8: BigQuery Best Practices

  • Introduction to best practices
  • Optimizing queries
  • Managing costs
  • Monitoring and troubleshooting
  • Using BigQuery tools and utilities

Module 9: BigQuery Case Studies

  • Real-world case studies
  • Analyzing and solving business problems
  • Applying BigQuery skills
  • Presenting findings and insights

Module 10: Final Project

  • Working on a real-world project
  • Applying BigQuery skills
  • Presenting findings and insights
  • Receiving feedback and guidance


Certificate of Completion

Upon completing the course, you'll receive a Certificate of Completion issued by The Art of Service. This certificate is a testament to your skills and knowledge in BigQuery and can be used to demonstrate your expertise to employers and clients.

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