Master Microsoft Fabric: DP-700 Exam Prep for Data Engineers
What you will learn:
- Microsoft Fabric Workspace Configuration
- Data Ingestion and Transformation (Batch & Streaming)
- Data Lifecycle Management
- Security and Governance in Fabric
- Process Orchestration with Pipelines and Notebooks
- Monitoring and Optimization of Analytics Solutions
- Data Modeling Techniques
- PySpark, SQL, and KQL for Data Transformation
- Error Identification and Resolution
- DP-700 Exam Preparation
Description
Become a Microsoft Fabric Data Engineer expert with this comprehensive course designed for the DP-700 exam (April 2025).
This course goes beyond simple tutorials; it's a structured journey to mastering Fabric's core components. Learn to design, implement, and optimize robust analytics solutions, efficiently managing data ingestion, transformation, and monitoring.
Deep Dive into Key Areas:
- Workspace Configuration: Configure Spark, OneLake, and data workflow workspaces for optimal performance and security.
- Data Lifecycle Management: Implement version control, database projects, and deployment pipelines for efficient data management.
- Robust Security & Governance: Implement comprehensive security measures, including workspace and item-level access controls, dynamic data masking, sensitivity labels, and detailed logging.
- Process Orchestration: Master designing and implementing schedules and event-based triggers using notebooks and pipelines, optimizing workflows with parameters and dynamic expressions.
- Data Ingestion & Transformation: Learn efficient data loading patterns, mastering data transformation using PySpark, SQL, KQL, and handling various data challenges including duplicates, missing values, and late arrivals. This includes expertise in both batch and streaming data processing.
- Comprehensive Monitoring & Optimization: Learn to monitor data ingestion, transformation, and semantic model refresh. This module teaches you to identify and resolve errors across various Fabric components (pipelines, dataflows, notebooks, etc.) and optimize performance for lakehouse tables, data warehouses, and Spark.
Hands-on Practice: The course includes two rigorous practice tests, each featuring 70 questions, to solidify your understanding and prepare you for exam success. Prepare for your DP-700 certification with confidence!
Curriculum
Practice Tests
This section provides crucial practice for the DP-700 exam. Two comprehensive practice tests are included, each containing 70 questions designed to mimic the format and difficulty of the actual exam. These tests cover all key areas of the curriculum and are invaluable for identifying strengths and weaknesses in your knowledge. By completing these practice tests, you will build confidence and enhance your readiness for exam day.