Google
The Path to Insights: Data Models and Pipelines
Google

The Path to Insights: Data Models and Pipelines

Google Career Certificates

Top Instructor

46,445 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
4.7

(551 reviews)

Advanced level
Designed for those already in the industry
Flexible schedule
Approx. 23 hours
Learn at your own pace
98%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.7

(551 reviews)

Advanced level
Designed for those already in the industry
Flexible schedule
Approx. 23 hours
Learn at your own pace
98%
Most learners liked this course

What you'll learn

  • Build data models that answer business questions 

  • Apply the ETL process to workplace scenarios

  • Explore ETL tools

  • Construct a pipeline to deliver necessary data

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

18 quizzes, 1 assignment

Taught in English

See how employees at top companies are mastering in-demand skills

Placeholder

Build your Data Analysis expertise

This course is part of the Google Business Intelligence Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate from Google
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 4 modules in this course

You’ll start this course by exploring data modeling, common schemas, and database elements. You’ll consider how business needs determine the kinds of database systems that BI professionals implement. Then, you’ll discover pipelines and ETL processes, which are tools that move data and ensure that it’s accessible and useful.

What's included

19 videos16 readings8 quizzes3 plugins

You’ll learn more about database systems, including data marts, data lakes, data warehouses, and ETL processes. You’ll also investigate the five factors of database performance: workload, throughput, resources, optimization, and contention. Finally, you’ll consider how to design efficient queries that get the most from a system.

What's included

6 videos7 readings2 quizzes1 assignment2 plugins

You’ll learn about optimization techniques including ETL quality testing, data schema validation, business rule verification, and general performance testing. You’ll also explore data integrity and learn how built-in quality checks defend against potential problems. Finally, you’ll focus on verifying business rules and general performance testing to make sure pipelines meet the intended business need.

What's included

10 videos10 readings5 quizzes2 plugins

You’ll complete an end-of-course project by creating a pipeline process to deliver data to a target table and developing reports based on project needs. You’ll also ensure that the pipeline is performing correctly and that there are built-in defenses against data quality issues.

What's included

5 videos12 readings3 quizzes

Instructor

Instructor ratings
4.8 (129 ratings)
Google Career Certificates

Top Instructor

Google
325 Courses11,272,895 learners

Offered by

Google

Recommended if you're interested in Data Analysis

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

4.7

551 reviews

  • 5 stars

    81.91%

  • 4 stars

    11.39%

  • 3 stars

    3.07%

  • 2 stars

    1.98%

  • 1 star

    1.62%

Showing 3 of 551

PA
5

Reviewed on Jul 20, 2024

OK
5

Reviewed on Apr 12, 2023

RD
5

Reviewed on Aug 24, 2023

New to Data Analysis? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions