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Databricks Certified Data Engineer Associate Exam

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Exam Number/Code: Databricks-Certified-Data-Engineer-Associate

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Phase Focus Areas Exact Inside Resource Benefits
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Data Processing and Transformation Apache Spark SQL, Python APIs, DataFrames, Datasets Databricks Learning Paths, Documentation, Hands-on Labs Proficiency in data manipulation and transformation
ETL and Data Pipelines Delta Lake, Structured Streaming, Batch Processing Databricks Learning Paths, Documentation, Hands-on Labs Ability to build and optimize data pipelines
Machine Learning MLflow, Model Training, Deployment, Evaluation Databricks Learning Paths, Documentation, Hands-on Labs Knowledge of ML lifecycle on Databricks
Data Warehousing and Analytics SQL, BI Tools, Visualization Databricks Learning Paths, Documentation, Hands-on Labs Skill in data warehousing and business intelligence
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