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Data Engineering Zoomcamp\n\n## Taking the course (20205 Cohort)\n\n* **Start**: 13 January 2025\n* **Registration link**: https://airtable.com/shr6oVXeQvSI5HuWD\n* [Cohort folder](https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/cohorts/2025) with homeworks and deadlines\n\n## Syllabus\n\n### [Module 1: Data ingestion](module1-data-ingestion/)\n* [Python ingestion with polars and pandas](module1-data-ingestion/python-ingest/)\n* Rust data ingestion\n* [data load tool (dlt)](module1-data-ingestion/data-load-tool/)\n* [IaC with Terraform (Google Cloud Platform)](infrastructure/terraform-gcp/)\n* Homework\n\n### [Module 2: Workflow orchestration](module2-workflow-orchestration/)\n* [Workflow orchestration with Airflow](module2-workflow-orchestration/airflow/)\n* [Workflow orchestration with Mage](module2-workflow-orchestration/mageai/)\n* [Workflow orchestration with Prefect](module2-workflow-orchestration/prefect/)\n* Homework\n\n### [Module 3: Lakehouses \u0026 Data Warehouse](module3-lakehouse-data-warehouse/)\n* [BigQuery Data Warehouse](module3-lakehouse-data-warehouse/bigquery/)\n* [StarRocks Query Engine](module3-lakehouse-data-warehouse/starrocks/)\n* Lakehouse with Delta Lake\n* Homework\n\n### [Module 4: Analytics engineering](module4-analytics-engineering/)\n* [BigQuery and dbt](module4-analytics-engineering/bigquery/)\n* [Redshift and dbt](module4-analytics-engineering/redshift/)\n* Databricks and dbt\n* [ClickHouse and dbt](module4-analytics-engineering/clickhouse/)\n* [PostgreSQL and dbt](module4-analytics-engineering/postgres/)\n* [DuckDB and dbt](module4-analytics-engineering/duckdb/)\n* [Data visualization with Superset/Metabase](module4-analytics-engineering/visualization/)\n* Homework\n\n### [Module 5: Batch processing](module5-batch-processing/)\n* [PySpark](module5-batch-processing/pyspark/)\n* Spark + Kotlin API\n* Spark (Scala)\n* Homework\n\n### [Module 6: Stream processing](module6-stream-processing/)\n* [Stream processing with Kafka, ksqlDB and Kotlin](module6-stream-processing/kotlin/)\n* [Kafka Streams with ksqlDB](module6-stream-processing/ksqldb/)\n* [RisingWave: Streaming Database](module6-stream-processing/risingwave/)\n* Homework\n\n### Extras\n* [LakeHouse with Delta, Iceberg, Hive](https://github.com/iobruno/lakehouse-labs/)\n* Capstone Project\n","funding_links":[],"categories":["Language bindings"],"sub_categories":["Python"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiobruno%2Fdata-engineering-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiobruno%2Fdata-engineering-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiobruno%2Fdata-engineering-examples/lists"}