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Intro
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Brief History
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Agenda
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Know your data and storage format
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Metadata matters with slow file system
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Watch out for skewness
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Guard against bad data
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Governance
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Invest in tooling
Description:
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Discover essential strategies for building robust big data applications in this conference talk from NDC Sydney 2020. Learn how to optimize data storage using columnar files to reduce costs and enhance performance. Explore techniques for ensuring data quality through unit testing and quality assurance measures. Understand the importance of data governance and tracking, including how to maintain dataset lineage for auditing and compliance purposes. Gain insights into useful tools for automation and collaboration in big data projects. Master key concepts such as metadata management, skew prevention, and the significance of thorough data understanding. Equip yourself with practical knowledge to tackle the challenges of modern big data applications and stay relevant in an ever-evolving technological landscape.

Tips and Tricks for Robust Big Data Applications

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