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Data Unscripted - The Platinum Layer Explained
In this episode we deep-dive into the Platinum Layer [1] The challenges data teams have when analysts need to move quickly while data engineers need to maintain stability over time.[2] Gold Layer vs.…
Analysts and the Platinum Layer
In this episode we discuss the the emergence of the Platinum Layer on top of existing data architectures:[1] The Medallion architecture [2] Rigidity and stability vs. agility and speed in analytics…
Data Unscripted - Data Warehouse vs Data Lake
In this episode we discuss the differences between data warehouse and data lake:[1] Defining what are data warehouse and data lake[2] What are the tradeoffs organizations need to consider when…
Data Unscripted - Data Architecture Patterns
In this episode we discuss the data architecture patterns: what are data patterns and why do we even need them Common and emerging data patterns (medallion, star schema, data mesh) Failure…
Data Unscripted - The Analytics Data Development Tech Stack
In this episode we discuss the analytics data development tech stack: [1] Overview of the analytics data development process [2] The components of the analytics data development tech stack [3] Best…
Data Unscripted - Data Lineage
In this episode we discuss: [1] What is data lineage and why it's important [2] Real-world example of data lineage in action [3] What is column-level lineage
Data Unscripted - Data Validation
In this episode we talk about data validation: [1] What is data validation and why it's important [2] Types of data validation [3] Where does data validation fit in the overall data development…
Data Unscripted - Continuous Integration and Deployment for Data
In this episode we discuss CI/CD in software development and in data development: [1] What is CI/CD - definition and benefits [2] CI/CD in software development [3] CI/CD in data development
Data Unscripted - Roles and responsibilities
In this episode we discuss the different roles in a typical data analytics team, and their responsibilities: Data engineers Analytics engineers Data analysts
Data Unscripted - Data transformation
In this episode we talk about: [1] What is data transformation [2] Examples of data transformation [3] Benefits of implementing data transformation [4] Common pitfalls [5] Simple example of real…
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Data Unscripted has published 10 episodes since December 2024, covering topics in Technology.
Data Unscripted is currently sporadic with new episodes every 2 weeks. Average episode length is 7m.
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