awesome-nosql-guides
NoSQL guides
A curated collection of resources and links about using NoSQL databases.
Curated list of awesome resources and links about using NoSQL databases
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awesomeawesome-listbrewer-theoremdatabasesgraph-databaseslearning-nosqlnosqlnosql-databasesnosql-guidesrelational-databases
Awesome NoSQL Guides / Overview of NoSQL | |||
| Introduction To NoSQL - Martin Fowler (54:52) | Talk given at GOTO 2012 as a great introduction to NoSQL databases, the types of NoSQL databases, their history, pros and cons, and how and when to use them | ||
| NoSQL Distilled | Very digestable and affordable book describing the different NoSQL databases and help you make the decision on whether using a NoSQL database is appropriate for your project | ||
| Seven Databases in Song (1:43) | Fun song from 2012 about seven (six are NoSQL) databases with a very condensed overview of how they each work | ||
| NoSQL Databases: a Survey and Decision Guidance (2016) | "This NoSQL Toolbox allows us to derive a simple decision tree to help practitioners and researchers filter potential system candidates based on central application requirements" | ||
| Data Management in the Cloud: Limitations and Opportunities (PDF) | Abadi (2009) discusses limitations and opportunities of data management and data analysis in the cloud | ||
| 10 NoSQL Misconceptions | Some misconceptions about NoSQL databases relating to topics such as what they are, ACID-compliance, and security | ||
| 10 Reasons Developers Love NoSQL | A list of ten arguments for why developers like to use NoSQL databases | ||
| Distribution, Data, Deployment: Software Architecture Convergence in Big Data Systems (PDF) | Gorton and Klein (2014) paper to discuss software engineering concerns when dealing with big data systems in terms of distribution, data, and deployment. Also accessible | ||
| Use cases for NoSQL (2017) | Discussion on Stack Overflow on best use cases for using NoSQL databases over traditional SQL databases | ||
| Five Common Data Stores and When to Use Them (2019) | Article describes five common data stores (relational database, non-relational (“NoSQL”) database, key-value store, full-text search engine, message queue) and their attributes | ||
| NoSQL Databases (PDF) | A 149-page document outlining motives and rationale for NoSQL databases, and common concepts, techniques and patterns among these databases; last updated around 2011 | ||
| NoSQL Data Architecture & Data Governance: Everything You Need to Know (2018) | Overview of different NoSQL database architectures with diagrams | ||
| NoSQL vs SQL: Demystifying NoSQL Databases (2019) | General overview and examples of NoSQL database schema types, while covering CAP theorem tradeoffs | ||
| Comparing Database Types: How Database Types Evolved to Meet Different Needs | Good overview of databases in general and how NoSQL database types differ and can be useful | ||
| The NoSQL Ecosystem | A chapter written by Adam Marcus from "The Architecture of Open Source Applications" book, this chapter is geared more towards systems architects needing to learn more in-depth understanding of how these systems are built | ||
| What is NoSQL - Amazon AWS | Great high-level overview of NoSQL databases and how they compare to SQL database technologies and terminologies. Serves as landing page for Amazon's AWS services for NoSQL options of key-value (Amazon DynamoDB), document (Amazon DocumentDB), graph (Amazon Neptune), in-memory (Amazon ElastiCache), and search-engine (Amazon Elasticsearch) database | ||
| NoSQL vs. SQL: Important Differences & Which One Is Best for Your Project (2021) - Upwork | Explanation comparing SQL and NoSQL databases, along with giving some advice on what database solution is right for your use case | ||
| NoSQL Database Tutorial – Full Course for Beginners (2:54:52) | Ania Kubow reviews the four types of NoSQL databases and provides two hands-on projects to experiment with what was reviewed | ||
Awesome NoSQL Guides / Data Structures and Modeling | |||
| Structure Your Database | Best practices (as of 2018) of structuring your data if your database uses JSON | ||
| NoSQL Data Modeling Techniques (2012) | This article provides a short comparison of NoSQL system families from the data modeling point of view and digests several common modeling techniques | ||
| Data Models For MongoDB | Data modeling help specific to MongoDB, ranging from schema validation and example patterns. However, concepts may carry over to other document NoSQL databases | ||
| Data Models Will Be Beautiful Again (2016) | Essay argues that despite existing schema-less databases, thoughtful database modeling is important to gain knowledge and insights using algorithms | ||
| Unified Data Modeling for Relational and NoSQL Databases | Solution for managing both NoSQL and relational databases using the Unified Data Modeling technique | ||
| Unifying Relational, Document, Graph, and Temporal Data Models | Patterns for querying across multiple paradigms in the same database | ||
| How To Design Schema For Your NoSQL Database? | Despite popular belief that NoSQL are schema-less, this article outlines how NoSQL databases follow "query driven design" and considerations for this flexibility in schema | ||
| Best Practices for NoSQL Database Design (2012) | A couple answers and links for NoSQL database design | ||
Awesome NoSQL Guides / Trade-Offs in CAP/Brewer's Theorem | |||
| Visual Guide To NoSQL Systems (2010) | Visual display of trade-offs in the CAP theorem among different NoSQL databases | ||
| How to Choose The Right NoSQL Database For Your Application? (2018) | Reviews CAP theorem and maps common NoSQL databases to CAP categories to help choose one | ||
Awesome NoSQL Guides / Crowd-Sourced Information | |||
| /r/nosql | Reddit page on NoSQL on general questions and discussions people may have about NoSQL databases | ||
| [nosql] Tag On Stack Overflow | |||
| Ask HN: Learning NoSQL, Papers and Books (2017) | "In your opinion, which papers and books are mandatory to really understand NoSQL subject?" | ||
| Difference Between Scaling Horizontally And Vertically For Databases | Common terms talked about in the database world and here are answers from others | ||
| NoSQL - Wikipedia | Wikipedia entry on all things NoSQL databases | ||
Awesome NoSQL Guides / Graph Databases | |||
| Graph Databases Use Cases | Although documents geared towards Neo4j, concepts are applicable to all graph databases | ||
| How The ICIJ Used Neo4j To Unravel The Panama Papers - Mar Cabra (32:02) | Learn how graph databases were key to explore who were the main names connected to companies in tax havens, including 140 politicians in more than 50 countries | ||
| Graph Databases For Beginners: The Basics Of Data Modeling | Discusses the basics of modeling your data and which approach you should take | ||
| Graph Data Modeling Guidelines | Directly related to Neo4j, but possibly applicable to any graph database | ||
| Graph Data Modeling Visualize Structure and Meaning | Brief introduction to graph data modeling and is an introduction to the book "Graph Data Modeling for NoSQL and SQL" by Thomas Frisendal | ||
Awesome NoSQL Guides / Criticisms and Debates | |||
| Addressing the NoSQL Criticism (2011) | Argues against nine criticisms to NoSQL databases as they apply to CouchDB, but may apply to others as well | ||
| Thank You For Your Help NoSQL, But We Got It From Here (2020) | Argument that NoSQL databases have pushed the evolution of databases given the problem of scaling, but now NewSQL has addressed those concerns (from the perspective of MemSQL) | ||
| The Five Stages Of NoSQL (2016) | Stages of going through picking and using a NoSQL database mirroring the five stages of grief | ||
| The Biggest Challenges Of Moving To NoSQL (2017) | Speed and scalability and developer joy have been the gains found from enduring through challenges of moving to NoSQL | ||
Awesome NoSQL Guides / Miscellaneous | |||
| What As A NoSQL Database? Learn By Writing One In Python | Excellent tutorial in learning NoSQL vs RDBMS through building a toy database using Python | ||
| Dynamo Vs Cassandra : Systems Design Of NoSQL Databases | Blog post comparing and constrating system designs of two well known NoSQL databases | ||
| Why You Should Build Your Wwn NoSQL Database | Brief overview of NoSQL databases and the spectrum of schema, along with a very basic implementation of a NoSQL database using the Crystal programming language | ||
| PostgreSQL, The NoSQL Database (2015) | An argument for PostgreSQL being an alternative to NoSQL databases with NoSQL-like features using its new features like HStore (key-value store) and JSONB (document-based) as of Version 9.4 | ||
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