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A Dive into the Basics of Big Data Storage with HDFS

Analytics Vidhya

Introduction HDFS (Hadoop Distributed File System) is not a traditional database but a distributed file system designed to store and process big data. It provides high-throughput access to data and is optimized for […] The post A Dive into the Basics of Big Data Storage with HDFS appeared first on Analytics Vidhya.

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A Guide to Data Pipelines (And How to Design One From Scratch)

Striim

Then, we’ll dive deeper into how to build data pipelines and why it’s imperative to make your data pipelines work for you. Table of Contents What are Data Pipelines? Understanding the essential components of data pipelines is crucial for designing efficient and effective data architectures.

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Reflections On Designing A Data Platform From Scratch

Data Engineering Podcast

Atlan is a collaborative workspace for data-driven teams, like Github for engineering or Figma for design teams. I’m your host, Tobias Macey, and today I’m sharing the approach that I’m taking while designing a data platform Interview Introduction How did you get involved in the area of data management?

Designing 100
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Building Meta’s GenAI Infrastructure

Engineering at Meta

We are sharing details on the hardware, network, storage, design, performance, and software that help us extract high throughput and reliability for various AI workloads. We use this cluster design for Llama 3 training. We have been openly designing our GPU hardware platforms beginning with our Big Sur platform in 2015.

Building 145
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How to Design a Modern, Robust Data Ingestion Architecture

Monte Carlo

This involves connecting to multiple data sources, using extract, transform, load ( ETL ) processes to standardize the data, and using orchestration tools to manage the flow of data so that it’s continuously and reliably imported – and readily available for analysis and decision-making.

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Top Data Science Jobs for Freshers You Should Know

Knowledge Hut

This section will help you know the top 10 Data Scientist jobs for freshers. Machine Learning Engineers Machine learning engineers are technically skilled programmers whose job is to research, develop, and design self-running software for automating prediction models. Ensure collecting, storage, and analysis of data is accurate.

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Prepare Your Unstructured Data For Machine Learning And Computer Vision Without The Toil Using Activeloop

Data Engineering Podcast

Summary The vast majority of data tools and platforms that you hear about are designed for working with structured, text-based data. Are you spending too much of your engineering resources on creating database views, configuring database permissions, and manually granting and revoking access to sensitive data?