123
LESSONS
ALL
SKILL LEVEL
11:32
DURATION
ENGLISH
AUDIO
ENG
SUBTITLES
OVERVIEW
This course some of the content required for the DP-700 “Fabric Data Engineer Engineer Associate” certification exam. By the end of the course, you will able to able to create Fabric items, and use PySpark and SQL to query batch data, and KQL to query streaming data.
WHO IS THE COURSE FOR?
This course is for you if you want to implement data engineering solutions using Microsoft Fabric.
No prior knowledge is needed. Previous experience with PySpark, SQL and KQL will help, but this is not essential.
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LEARNING PATH
USING DATA PIPELINES AND DATAFLOWS
- Ingesting data and scheduling a Dataflow Gen2.
- Ingesting data and scheduling a data pipeline.
- Implement file partitioning using a pipeline
MANIPULATING DATA USING A NOTEBOOK, PYSPARK AND SQL
- Loading and saving data using notebooks
- Choosing columns and rows in a dataframe
- Converting data types, aggregating and sorting dataframes
- Transforming data in a lakehouse
- Optimizing performance in notebooks
TRANSFORMING DATA IN A WAREHOUSE AND EVENTHOUSE
- Implementing Slowly Changing Dimensions
- Creating incremental data loads
- Manage and Optimize Data Warehouses
- Manipulating data using KQL
OTHER TOPICS
- Ingesting and transforming streaming data
- Creating shortcuts and mirroring.
- Optimizing performance
- Workspace settings and Monitoring
REVIEWS FOR THE DP-600 COURSE
“It includes all the topics of the DP-600 exam” (December 2024)
“Hands down, this is one of the best courses for DP-600 available on Udemy. I’ve purchased several other courses, but none compare to this one. It’s clear, concise, and focused, with no unnecessary content. I’ve received my certification, thanks to this excellent course. Highly recommend!”
“I enjoyed this course, and I learned some really useful things. The Calculation Group clarified this relatively new feature for me, so I will use it in the future. I’m taking my DP-600 exam soon. This course has filled in my knowledge of Fabric. I’ve even activated my Fabric 60 Day Trial because of this course, so I can actually go through the steps of creating items and manipulating data first-hand. The corse was presented in clear and logical manner.”
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