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Modern Data Stack
12-Week Data Roadmap
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Build These Data Pipeline Projects
Real-time Analytics Pipeline
Build a pipeline that processes streaming data with Kafka, transforms it with Spark, and loads to a data warehouse.
Data Lake Architecture
Design and implement a data lake on AWS S3 with partitioning, cataloging, and query optimization.
Modern ETL Pipeline with dbt
Build a modern ELT pipeline using dbt for transformation, testing, and documentation on cloud data warehouses.
Essential Data Certifications
AWS Data Analytics
Specialty certification for designing and implementing AWS data solutions.
Cloud DataSnowflake Certification
SnowPro Core certification for cloud data warehousing and analytics.
Data CloudDatabricks Certification
Data Engineer Associate certification for Apache Spark and Databricks.
Big DataApache Airflow
Workflow orchestration certification for data pipeline management.
Orchestration