Rust Data Engineering And Analytics - Production Ready 2025

Rust Data Engineering / Analytics - Automated Pipelines Ready for Production with Docker and Elusion library

What you'll learn

Data Engineering and Data Analysis

Data Wrangling with DataFrame API Functions

Query OPTIMIZATION with VIEWS and CACHING

REST API, Azure BLOB storage

Pipeline Scheduling

Production Depoloyment with Docker

Requirements

No experience nor Rust knowledge needed

Basic SQL and DataFrame knowledge needed

Description

Level Up Your Data Game: Build Production-Ready Pipelines with RustIn this course you will learn how to create Automated Data Engineering / Analytics Pipeline that is ready to be pushed into production. You will learn how to use the most feature rich Rust DataFrame library - Elusion - to accomplish data cleaning, aggregations, pivoting and more…Tired of clunky data pipelines? Get ready to supercharge your data engineering skills with Rust's most powerful DataFrame library!What You'll Master:Lightning-fast data processing with ElusionProfessional-grade data cleaning techniquesAdvanced aggregations that reveal hidden insightsDynamic pivoting that transforms your analysisProduction-ready pipeline architecture that scalesWhy This Course Matters:The demand for efficient, reliable data pipelines has never been higher. While Python solutions struggle with performance bottlenecks, Rust offers unprecedented speed and memory safety. Elusion brings the power of Rust to data engineering, enabling you to build systems that process millions of rows in seconds.Course Highlights:Real-world Projects: Apply your skills to industry-relevant challengesPerformance Optimization: Learn how to squeeze every ounce of performance from your data operationsError Handling: Build robust pipelines that gracefully manage exceptionsDeployment Strategies: Master CI/CD integration for your data workflowsMonitoring & Maintenance: Implement logging and alerting to keep your pipelines healthyWho Should Attend:Whether you're a data engineer looking to level up your toolkit, a software developer curious about data processing, or a data scientist tired of waiting for analyses to complete, this course will transform how you work with data.Stop wrestling with inefficient tools. Join us and build blazing-fast, rock-solid data pipelines that are ready for the real world from day one.Elusion + Your Skills = Data Engineering Mastery

Overview

Section 1: Introduction

Lecture 1 Intro

Lecture 2 Download files

Lecture 3 Introduction and Prerequisites

Lecture 4 Elusion versioning

Lecture 5 SELECT()

Section 2: DataFrame QUERYING

Lecture 6 FILTER()

Lecture 7 AGG()

Lecture 8 DATETIME_FUNCTONS()

Lecture 9 JOIN()

Lecture 10 WRITERS

Section 3: Query OPTIMIZATION

Lecture 11 VIEWS and CACHING

Section 4: Pipeline Automation

Lecture 12 Pipeline Scheduling

Section 5: REST API to JSON

Lecture 13 FROM API

Section 6: Pipeline - Docker- Production

Lecture 14 PipelineScheduler - FROM API - JSON - DataFrame - Azure BLOB Storage

Section 7: MORE LEARNING

Lecture 15 WINDOW()

Lecture 16 PIVOT()

Data Engineers and Data Analysts,Rust Beginners