edX
edXRust Data Engineering
67 studentsBEGINNEREnglish
Korshub's take
Rust brings a rare combination to data engineering: performance and memory safety. This course teaches you to build data pipelines that run fast, use minimal resources, and won't crash under unexpected input—valuable when data volumes grow and infrastructure costs matter.
You'll master Rust's data ecosystem: async/await for concurrent processing, Polars for vectorized data manipulation, Arrow for columnar formats, and how to integrate with databases and APIs. Then you'll build real data pipelines: ingestion, transformation, loading—the unglamorous work that moves all the data through systems.
Safety is baked in. Rust's type system and borrow checker prevent entire classes of bugs (data races, use-after-free, overflow) at compile time. The result: systems that perform and stay reliable under production load. Hands-on projects ground the learning in real patterns. For data engineers, infrastructure teams, and developers building data-intensive systems that need to scale confidently.
About this course
Rust for Data Engineering: Efficient, Safe, and Concurrent Data Processing
- Learn to build robust data processing systems using Rust
- Explore Rust's performance, safety, and concurrency for data tasks
This 4-week course dives deep into leveraging Rust for efficient and reliable data engineering workflows:
- Mastering Rust data structures and collections for data processing
- Leveraging Rust's safety/security features in data engineering context
- Using Rust libraries like Diesel, async, Polars, Apache Arrow
- Interfacing with data stores, REST/gRPC APIs, AWS SDK
- Designing full-fledged data pipelines and processing systems in Rust
- Hands-on projects for building data ingestion tools, ETL pipelines
- Best practices for handling large datasets, optimizing performance
- Techniques for writing safe, concurrent, and lock-free code
- Deploying and maintaining Rust-based data engineering solutions
By the end, you'll gain practical experience building high-performance, secure data systems using Rust - preparing you for real-world data challenges.
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