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Rust Data Engineering

Dive deep into data engineering with Rust, combining the language's performance and safety features with modern data processing techniques. This comprehensive course covers essential data structures, cloud integration with AWS and GCP, concurrent processing, and machine learning applications. Learn to build efficient data pipelines, implement security best practices, and develop scalable solutions using Rust's powerful ecosystem for data engineering tasks.

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Trusted by 1M+ Learners

Our university-grade curriculum has helped professionals worldwide transform their careers in AI, Data Science, Cloud Computing, and programming..

Same curriculum taught at Duke, Northwestern, and UC Davis

Practical, hands-on projects that mirror real-world challenges

Industry-recognized certification upon completion

4 weeks, 172 lessons total which includes hands-on labs, quizzes, and a certification.

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Learn from top university instructors

The curated content for the bootcamp is based on the same material we use at top universities like Duke University, Northwestern, and UC Davis.

Practical and hands on

The material and content goes beyond the basic theory and is meant for you to practice, enhancing your learning.

Get access to high-quality, curated content

All exercises, readings, examples, and video content is of extremely high quality and you will get access to all of it in this bootcamp.

Join half a million learners

We've specialized in teaching based on our vast experience in tech. Be part of half a million learners who have used our courses!

Syllabus

This course is packed with useful content, curated from our experience working with top-tier universities and learners all around the world. Get certified at the end of this course with a shareable digital badge.

Week 1

  • Meet instructor and course overview
  • Key terms
  • Key terms
  • Print RUST data structures demo
  • Vector fruit salad demo
  • Key terms
  • Storing unique fruits using Hashset in RUST
  • Maintaining sorted and unique fruits using Btreeset in RUST
  • Quiz
  • Final week reflection

Week 2

  • Key terms
  • Network Segmentation
  • Least privilege access
  • Key terms
  • Understanding the Homophonic Cipher a Cryptographic technique
  • Decoding the secrets of the Caesar Cipher
  • Key terms
  • Dining Philosophers
  • Web Crawl wikipedia with Rayon
  • Quiz
  • Rust Playground Rayon challenge

Week 3

  • Key terms
  • Using cargo lambda with RUST
  • List files on AWS EFS with RUST
  • Key terms
  • Running RUST in Jupyter notebook
  • Using BARD to enhance notebook development
  • Key terms
  • Onboarding to GCP with python and RUST
  • Using GCP cloud shell with RUST
  • Quiz

Week 4

  • Key terms
  • Open source data engineering pros and cons
  • Core components of data engineering Pipelines
  • Key terms
  • Rust GPU Hugging face translator
  • Rust Pytorch high performance options
  • Key terms
  • Rust Sqlite Hugging face zero shot Classifier
  • Prompt engineering for Bigquery
  • Quiz

Custom training for your company

We are ready to deliver this and other training to your group. We can usually accommodate different requirements and are flexible with the number of seats. Reach out to us at contact@paiml.com

  • Bulk pricing available
  • Customizable content
  • Ready to start on your schedule