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In this video, experience a full-length Data Engineer Mock Interview based on real-world scenarios and commonly asked questions.
Perfect for those preparing for Data Engineering interview, this video covers pyspark, databricks,azure data factory, azure synapse, slowly changing dimensions, SQL, Python, cloud skills expected in actual interviews.
𝗝𝗼𝗶𝗻 𝘁𝗵𝗲 𝗪𝗵𝗮𝘁𝘀𝗮𝗽𝗽 𝗰𝗼𝗺𝗺𝘂𝗻𝗶𝘁𝘆 𝗼𝗳 𝟯𝟬𝗞+ 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀 -
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CHAPTERS:
00:00 Introduction of me.
00:22 Introduction of the candidate
01:45 Challenges faced in Databricks
02:55 Azure Synapse overview
04:05 Why use Azure Synapse as a data warehouse?
04:54 How to transfer data from on-premises to Azure Synapse
06:23 How did you use Python and SQL in your project?
08:16 CTE vs Subqueries in SQL
09:26 How do you optimize SQL queries?
11:08 How are AI applications used in your project?
13:20 Where are you creating Python packages?
14:05 Spark architecture explained
14:53 How to optimize a Spark job
15:20 Difference between repartition() and coalesce() in Spark
16:00 Services used in your data engineering project
16:57 Fetching data from the Gold layer: which Python API or framework would you use?
19:00 SQL Question: Find the third highest salary
21:40 Python Task: Count the number of words in a string
22:45 Python Task: Reverse a string
24:48 SCD (Slowly Changing Dimensions) and Schema Evolution
26:50 Scenario-Based Question 1 (Azure)
27:50 Scenario-Based Question 2 (Azure)
28:40 Difference between Microsoft Fabric and other data engineering services
29:42 Scenario-Based Question 3 (Azure)
30:56 Caching in Spark
31:40 Live Feedback
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