NoSQL databases and big data: Distributed architectures and high-density modeling

Introduction

What this guide covers

Introduction Distributed systems · Data engineering

Overview

Topics covered

• Introduction
• NoSQL Databases & Big Data Architectures
• Introduction to Big Data and the crisis of the relational model
• Limits of the classic RDBMS regarding horizontal scaling
• The quantitative Vs of Big Data: a statistical approach
• The CAP Theorem and the PACELC Theorem

Related concepts

Main connections

• SQL & relational data modeling
• Calculus & differentiation
• Unsupervised learning & clustering
• Preprocessing pipelines & transform recipes
• Mean & expected value
• Bayes' theorem & priors

Compatible notation

Mathematical sample in LaTeX

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