Pragmatic AI Labs

ETL Pipelines with Rust

Noah Gift

Instructor: Noah Gift

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

6 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Design typed Rust ETL pipelines that uphold a totality contract — every input row either yields a validated record or a structured error.

  • Write dual-format sinks that emit NDJSON and CSV from a single pipeline pass using the Write trait, with round-trip invariants verified by proptest

  • Build thiserror-based error enums that propagate with ? and give every pipeline run a structured, auditable exit code

Details to know

Shareable certificate

Add to your LinkedIn profile

Recently updated!

April 2026

Assessments

5 assignments

Taught in English

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

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

There are 5 modules in this course

Covers ETL pattern, type safety, Rust vs. Bash/Python, ReaderBuilder, and StringRecord.

What's included

5 videos5 readings1 assignment

Covers totality invariant, audit compliance, transform signature, error channel, and accumulation vs. short-circuit.

What's included

6 videos4 readings1 assignment

Covers NDJSON format, serde_json::to_string(), NDJSON advantages, serde Serialize, and csv::Writer.

What's included

6 videos4 readings1 assignment

Covers thin orchestrator, function composition, exit codes, thiserror derive, and ? propagation.

What's included

6 videos4 readings1 assignment

Integrate every stage of the ETL pipeline into one end-to-end Rust program. The capstone has two tracks: a local Cargo project with a passing test suite and a zero-install Playground reading that runs end-to-end in any browser at play.rust-lang.org.

What's included

3 readings1 assignment

Instructor

Noah Gift
Pragmatic AI Labs
32 Courses2,427 learners

Offered by

Explore more from Data Management

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."
Coursera Plus

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