Data Pipelines Courses and Certifications

Packt

AWS Data Collection and Storage

Master AWS data collection and storage: Kinesis streaming, S3 management, and DynamoDB optimization. Gain hands-on experience in configuring, securing, and scaling data pipelines for efficient large-scale data handling.

• Coursera
• 7 hours 18 minutes
• Self-Paced
• Paid Course

Packt Career Certificate

AWS Certified Data Analytics Specialty (2023) Hands-on

Master AWS data analytics: collect, store, process, and visualize data using key services. Gain hands-on skills for real-world scenarios and exam preparation.

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

Pragmatic AI Labs

Data Engineering with Delta Lake on Databricks

Master production-ready data pipelines using Delta Live Tables and Medallion Architecture on Databricks through hands-on labs and a complete inventory management capstone project.

• Coursera
• 5 hours 9 minutes
• Self-Paced
• Paid Course

Getting Started with Cloud Data Fusion

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to create a Data Fusion instance and deploy a sample pipeline

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

Fractal Analytics

Data Lineage & Ethical Frameworks for Responsible AI

Discover how to build ethical AI systems with traceable data lineage, governance frameworks, and responsible practices for enterprise workflows.

• Coursera
• 7 hours 54 minutes
• Self-Paced
• Paid Course

Coursera

Advanced SQL for Data Pipeline Optimization

Master advanced SQL techniques to build, optimize, and troubleshoot enterprise-grade data pipelines, covering ELT automation, window functions, SCD2, and performance benchmarking for senior data engineering roles.

• Coursera
• 14 hours 53 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Level Up: Advanced SQL for Data Engineering

Master advanced SQL skills for data engineering, covering ELT pipelines, lakehouse architecture, performance optimization, security, and data governance to excel in senior engineering roles.

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

Coursera Career Certificate

Deep Learning Engineering

Master production-scale deep learning systems through TensorBoard diagnostics, PyTorch optimization, transformer fine-tuning, and GPU deployment with containerized infrastructure.

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

Packt

Apache Airflow Best Practices

Master Apache Airflow for scalable data pipeline orchestration, from core concepts to advanced deployment strategies, with hands-on MLOps and multi-tenancy implementation.

• Coursera
• 11 hours 1 minute
• Self-Paced
• Paid Course

Coursera Career Certificate

Product Analytics Unlocked: Metrics to Meaningful Insight

Master product analytics through SQL pipelines, A/B testing, user segmentation, and strategic frameworks to drive data-driven product decisions and business impact.

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

Coursera Career Certificate

Blueprint to Bytecode: Architecting Scalable AI Systems

Master the full AI systems lifecycle—from data pipelines and GPU clusters to cloud deployment—using Kubernetes, Docker, SageMaker, and MLOps best practices to build scalable, production-ready enterprise AI solutions.

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

Coursera

Automate Data Workflows with Airflow Excellence

Master production-ready Apache Airflow workflows with automated retry mechanisms, SLA monitoring, and parameterized pipelines for bulletproof data engineering reliability.

• Coursera
• 1 hour 23 minutes
• Self-Paced
• Paid Course

Coursera

AWS Data Automation: Glue & Lambda Integration

Master AWS Glue and Lambda integration to automate ETL pipelines, build data catalogs, and create serverless workflows for efficient cloud-native data processing solutions.

• Coursera
• 3 hours 38 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

SQL at Scale: Querying, Transforming, and Governing

Master production-grade SQL engineering across querying, transformation, validation, and governance using tools like Snowflake, dbt, and Databricks for enterprise-scale data systems.

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

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