Data Engineering Courses and Certifications

Coursera

Unify Diverse Data Sources

Master Airbyte connector configuration to unify diverse data sources—databases, Kafka streams, and REST APIs—into centralized staging environments using enterprise-grade integration patterns.

• Coursera
• 1 hour 22 minutes
• Self-Paced
• Paid Course

Coursera

Launching Your Vector Database Career

Unlock strategies to translate vector database and RAG skills into career opportunities, craft compelling resumes, and ace ML engineering interviews at the skilled professional level.

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

Coursera

ML Data Pipelines and Communicating AI Insights

Master ML data pipelines using Python, Pandas, Apache Spark, and SQL. Build ETL workflows, apply feature engineering, evaluate model performance, and communicate AI insights through visualizations and structured reporting.

• Coursera
• 11 hours 40 minutes
• Self-Paced
• Paid Course

Coursera

Evaluate Storage for Data Warehousing Success

Master data warehouse storage decisions by evaluating columnar vs. row-oriented formats, benchmarking Parquet, ORC, and Avro, and optimizing compression for analytical performance and cost-effectiveness.

• Coursera
• 1 hour 44 minutes
• Self-Paced
• Paid Course

Coursera

Fix Data Bottlenecks: Optimize Spark Performance

Unlock advanced Spark optimization techniques to eliminate data bottlenecks, analyze execution plans, and resolve shuffle inefficiencies for peak distributed system performance.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Coursera

Optimize Query Performance for Data Success

Master query performance analysis, identify bottlenecks, and optimize database resources to maintain high service levels and maximize data infrastructure efficiency in production environments.

• Coursera
• 1 hour 34 minutes
• Self-Paced
• Paid Course

EDUCBA

Mastering Kafka Consumer Systems for Telecom Data

Master Apache Kafka consumer systems using real telecom data. Build Spring Boot consumers, manage offsets, optimize polling mechanisms, and deploy production-ready streaming pipelines.

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

EDUCBA

Big Data with Hadoop: Apply MapReduce, Pig & Hive

Discover how to process large-scale sensor data using Hadoop MapReduce, Apache Pig, and Hive through hands-on projects analyzing demographics, income, and social indicators.

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

Coursera

Apply Data Lake Transactions & Versioning

Master transactional data lake management with ACID guarantees, versioning, and schema evolution using open-source tools for reliable enterprise-grade data pipelines.

• Coursera
• 1 hour 42 minutes
• Self-Paced
• Paid Course

EDUCBA

Apache Pig: Analyze, Transform & Optimize Data

Master Apache Pig fundamentals, operators, and advanced scripting to efficiently analyze, transform, and optimize big data workflows in the Hadoop ecosystem.

• Coursera
• 7 hours 22 minutes
• Self-Paced
• Paid Course

EDUCBA

Hadoop Projects: Apply MapReduce, Pig & Hive

Master Big Data analytics with hands-on YouTube dataset projects using MapReduce, Pig Latin scripts, and HiveQL queries to extract real-world insights and build portfolio-ready skills.

• Coursera
• 6 hours 4 minutes
• Self-Paced
• Paid Course

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

Coursera

Ensure Data Integrity: Build Quality Pipelines

Master building bulletproof data quality pipelines using Great Expectations and dbt. Implement automated YAML-based validation suites to catch integrity issues before they impact downstream systems.

• Coursera
• 1 hour 29 minutes
• Self-Paced
• Paid Course

Coursera

Transform and Validate Real-Time Data Fast

Discover how to build reliable real-time data pipelines with automated quality checks using Microsoft Fabric, PySpark, and Power BI for immediate business impact.

• Coursera
• 4 hours 58 minutes
• Self-Paced
• Paid Course

Coursera

Safe SQL Data Manipulation

Master enterprise-grade SQL techniques for safe bulk data modifications, hash-based validation, and idempotent versioned updates to build reliable, auditable data pipelines at scale.

• Coursera
• 3 hours 55 minutes
• Self-Paced
• Paid Course