β Back to Learning HubData Engineering:
ποΈ Complete Data Engineering Curriculum
Data Engineering:
Pipelines to Production
55 comprehensive lessons β from SQL foundations to Spark, Kafka, Airflow, Snowflake, dbt, and cloud-scale systems. All free, all practical.
55
Lessons
4
Modules
40+
Hours
300+
Code Examples
AirflowSparkKafkaSnowflakedbtBigQueryRedshiftDockerTerraform
Start Learning Free βAll Lessons (55)
Click any lesson to start learning
- β’What Is Data Engineering
- β’Data Engineering Vs Data Science
- β’Data Lifecycle
- β’Sql Fundamentals
- β’Advanced Sql
- β’Python For Data Engineers
- β’Command Line Shell Scripting
- β’Version Control Git
- β’Databases Fundamentals
- β’Data Modeling Basics
- β’Cloud Platforms Overview
- β’Docker For Data Engineers
- β’Linux And Networking
- β’Data Formats Json Parquet Avro
- β’Project 1 Build Pipeline
- β’Etl Vs Elt
- β’Apache Airflow Intro
- β’Airflow Advanced
- β’Apache Kafka Intro
- β’Kafka Streams
- β’Spark Fundamentals
- β’Spark Streaming
- β’Batch Vs Streaming
- β’Data Ingestion Patterns
- β’Data Quality Validation
- β’Data Testing
- β’Monitoring Observability
- β’Error Handling Retries
- β’Pipeline Orchestration Prefect
- β’Project 2 Streaming Pipeline
- β’Data Warehouse Concepts
- β’Snowflake Fundamentals
- β’Snowflake Advanced
- β’Bigquery Fundamentals
- β’Redshift Fundamentals
- β’Dbt Fundamentals
- β’Dbt Advanced
- β’Data Lake Architecture
- β’Delta Lake Iceberg
- β’Data Lakehouse
- β’Partitioning Indexing
- β’Project 3 Warehouse Build
- β’Data Mesh Architecture
- β’Data Governance Catalog
- β’Data Security Compliance
- β’Cost Optimization
- β’Mlops Data Engineering
- β’Real Time Analytics
- β’Data Contracts
- β’Infrastructure As Code
- β’Ci Cd Data Pipelines
- β’Performance Optimization
- β’De Interview Prep
- β’De Portfolio Projects
- β’Capstone End To End
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