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Deployment

Client Readiness — Databricks Data Engineering

Build a client-ready technical profile with sharpened SQL, PySpark, and Spark internals skills paired with interview preparation.

~25h·15 modules·1+ years
MasterclassScenarioInterview Prep

Your Skill Path

15 modules · Masterclasses, hands-on scenarios & timed mock tests

1

Advanced SQL — Window Functions, CTEs & Query Performance Tuning

SQLMasterclass
2

Write and Optimize Complex SQL Queries for Analytical Reporting

SQLScenario
3

Python for Data Engineering — PySpark Essentials & Data Manipulation

PythonMasterclass
4

Apply PySpark Transformations, DataFrame Operations and UDFs on Real Datasets

PythonScenario
5

Spark Core — Execution Model, DAG, Shuffles, AQE & Optimization Internals

Apache SparkMasterclass
6

Analyze a Spark Execution Plan, Identify Bottlenecks and Apply Targeted Optimizations

Apache SparkScenario
7

Cloud Fundamentals — Azure / AWS / GCP for Databricks Data Engineering

Cloud FundamentalsMasterclass
8

Configure Cloud Storage Access, Networking and Permissions for a Databricks Deployment

Cloud FundamentalsScenario
9

Databricks Architecture — Clusters, Workspace, Runtime & Cluster Configuration

Databricks FundamentalsMasterclass
10

Configure and Right-Size a Databricks Cluster for a Production Workload Scenario

Databricks FundamentalsScenario
11

Databricks Workflows & Unity Catalog — Job Orchestration & Data Governance

Workflows & Unity CatalogMasterclass
12

Build a Multi-Task Workflow with Unity Catalog Integration and Failure Handling

Workflows & Unity CatalogScenario
13

Scenario Walkthroughs — Explain Architecture Decisions, Trade-offs and Design Choices

Interview PreparationInterview Prep
14

Optimization Reasoning — Articulate Spark and Pipeline Optimization Decisions Under Pressure

Interview PreparationInterview Prep
15

End-to-End Architecture Articulation — Present a Complete Data Engineering Solution to a Panel

Interview PreparationInterview Prep

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