ETL Pipelines Courses and Certifications

EDUCBA

Apply ETL Testing Techniques for Retail Data Pipelines

Master ETL testing for retail data pipelines through hands-on validation of pricing logic, multi-store consolidation, and layered data transformations using real-world scenarios.

• Coursera
• 5 hours 21 minutes
• Self-Paced
• Paid Course

Real-World Regex in Python: Performance and Integration

Master production-ready regex in Python by optimizing performance, handling Unicode text, and building maintainable patterns, culminating in a complete data processing pipeline project.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Real-World Regex in JavaScript: Performance and Integration

Master production-ready regex in JavaScript—optimize performance, handle Unicode, write maintainable patterns, and build a complete ETL data pipeline from scratch.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Coursera

Production-Ready Multimodal ML Engineering

1 rating

Master the full ML engineering stack — design multimodal feature stores, automate ETL pipelines, optimize inference with TensorRT, and deploy GPU-accelerated services to Kubernetes for production-ready AI systems.

• Coursera
• 11 hours 56 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Open source Data Engineering with Spark, dbt & Airflow

Master open-source data engineering using Apache Spark, dbt, and Airflow to build scalable pipelines, optimize performance, and deploy CI/CD workflows for production-ready data infrastructure.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

Pragmatic AI Labs Career Certificate

Rust for Data Engineering

Master production-grade data engineering in Rust, building ETL pipelines, serverless functions, SQL/NoSQL systems, and GCP deployments through hands-on, project-driven courses with real workloads.

• Coursera
• Self-Paced
• Paid Course
• 31 courses

Building Batch Pipelines in Cloud Data Fusion

Learn to build ETL pipelines using Cloud Data Fusion's Pipeline Studio, exploring built-in plugins and applying data transformations with the Wrangler tool in Google Cloud's environment.

• Coursera
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Multimodal Intelligence - Vision, Audio & Language in Action

Master multimodal AI by processing vision, audio, and text data, fine-tuning transformers, building ETL pipelines, and deploying production-ready inference services on Kubernetes with CI/CD.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

Coursera Career Certificate

Geospatial Visualization, Cloud & Real-Time Pipelines

Master geospatial visualization, cloud computing, and real-time pipelines—build ETL workflows, interactive maps, PostGIS queries, and live GPS dashboards for production-ready GIS systems.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 7 courses

Coursera Career Certificate

Vision & Audio AI Systems

Master production-ready AI systems that unify visual and audio data through advanced multimodal techniques, ETL pipelines, fusion algorithms, and transformer fine-tuning.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 2 courses

Coursera Career Certificate

Tokens to Deployment: NLP, Language Models, & Production API

Master the complete NLP lifecycle—from tokenization and transformer pipelines to fine-tuning, multimodal ETL, and deploying secure, production-ready APIs using Hugging Face, PyTorch, and more.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 9 courses

Edureka

Data Mesh Architectures and Implementations

Master Data Mesh principles to design decentralized, domain-driven data systems with federated governance, AI integration, and enterprise-grade reliability for modern organizations.

• Coursera
• 10 hours 34 minutes
• Self-Paced
• Paid Course

Coursera

Build & Analyze Your Data Lakehouse

Master lakehouse architecture by registering external tables, comparing Delta Lake, Iceberg, and Hudi formats, and building automated ingestion pipelines for scalable enterprise data platforms.

• Coursera
• 2 hours 24 minutes
• Self-Paced
• Paid Course

Coursera

Manage Data in Chroma

Master advanced Chroma vector database management with metadata filtering, multi-collection architectures, and automated ETL pipelines for scalable AI applications.

• Coursera
• 2 hours 14 minutes
• Self-Paced
• Paid Course

Databricks

Delta Live Tables: Modern Software Engineering for ETL Pipelines

1 rating

Learn how Delta Live Tables simplifies ETL, enhances data pipeline reliability, and automates tasks. Discover modern software engineering practices for efficient data transformation and improved analytics, data science, and ML outcomes.

• YouTube
• 36 minutes
• Self-Paced
• Free Video