Data Unscripted

Montara

Short conversations about data and data development, from the Montara team at montara.io

에피소드

  1. 2025. 09. 03.

    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. Platinum layer[3] Governance and quality aspects

    8분

  2. 2025. 07. 14.

    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 [3] Scenarios where speed and agility beat stability [4] The Platinum Layer

    8분

  3. 2025. 02. 10.

    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 choosing one or the other and how to choose between them[3] 2025 trends in the warehouse/data lake space

    15분

  4. 2025. 01. 20.

    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 patterns

    11분

  5. 2025. 01. 06.

    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 of breed vs. best of suite approaches

    9분

  6. 2025. 01. 02.

    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

    6분

  7. 2024. 12. 23.

    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 process [4] Data validation and observability

    7분

  8. 2024. 12. 16.

    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

    7분

  9. 2024. 12. 09.

    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

    6분

  10. 2024. 12. 09.

    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 life data transformation

    6분
  • 10개의 에피소드

소개

Short conversations about data and data development, from the Montara team at montara.io

정보

  • 제작진
    Montara
  • 방송 연도
    2024년 - 2025년
  • 에피소드
    10
  • 등급
    전체 연령 사용가
  • 저작권
    © Montara
  • 웹사이트 보기
    Data Unscripted