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Decks in this class (14)
Data Engineering Fundamentals
What is the core goal of data eng...,
How does data engineering differ ...,
How does data engineering differ ...
44
cards
Storage & File Formats
What is the main goal of a storag...,
What are the three broad types of...,
Why is object storage the default...
44
cards
Databases & Warehousing
What is the primary purpose of an...,
What is the primary purpose of an...,
How do oltp and olap systems typi...
44
cards
Batch Ingestion & ELT
What is batch ingestion in data e...,
What are common batch intervals u...,
What is the difference between a ...
41
cards
Streaming & Event-Driven Systems
What is streaming data in the con...,
How does streaming processing dif...,
What is an event in an event driv...
45
cards
Compute & Distributed Processing
What is the main goal of distribu...,
What is data parallelism in distr...,
What is task parallelism in distr...
44
cards
Data Modeling & Warehouse Architectures
What is the primary goal of data ...,
How does data modeling in analyti...,
What is a star schema 3
45
cards
Orchestration & Workflow Design
What is orchestration in data eng...,
How does orchestration differ fro...,
What is a dag directed acyclic gr...
38
cards
Data Quality, Testing, and Data Contracts
What is data quality in the conte...,
Why must data quality be defined ...,
What are the common dimensions of...
40
cards
Security, Governance, and Compliance
What is the principle of least pr...,
Why is least privilege important ...,
What is role based access control...
46
cards
Observability, Reliability, and Cost Management
What is observability in the cont...,
Why is observability important fo...,
What are the three core pillars o...
44
cards
ML Data Engineering & Feature Pipelines
What is the main role of data eng...,
What is a feature in ml 2,
What is a label in supervised lea...
48
cards
Developer Experience & Tooling
What is the main goal of develope...,
Why is version control a core too...,
What systems are commonly used fo...
42
cards
Miscellaneous & Anti-Patterns
What is a design pattern in data ...,
What is an anti pattern in data e...,
Why is recognizing patterns and a...
40
cards
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Data Engineering
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