---
title: "March 2021: What's the Latest with ArangoDB? - ArangoDB"
description: We’ve officially entered Spring this month, so perhaps it’s time for a little spring cleaning? Here’s a few suggestions from us: Optimize your AQL queries by checking out our latest lunch breaks Learn something new with our ArangoML blog series Anything else you’d like to learn about? Drop us a line anytime at community [at] arangodb [dot]…
---
ArangoDB 3.12 Product Release Announcement! Read the blog for details. [Read Blog](https://arangodb.com/2024/03/arangodb-3-12-performance-for-all-your-data-models/)
[](https://arango.ai)
### Why Graph
[The Rise of Graph](https://arangodb.com/the-rise-of-graph/)
[The Graph ML Gamechanger](https://arangodb.com/the-graph-ml-gamechanger/)
[Consolidate to Graph](https://arangodb.com/graph-vs-relational/)
[Graph DB Basics](https://arangodb.com/graph-database/)
### Products
[Managed Graph DB](https://arangodb.com/arangograph-managedgraphdb/)
[Self-Managed Graph DB](https://arangodb.com/arangograph-selfmanaged/)
[Managed Graph ML](https://arangodb.com/managed-ml-graph/)
[Community Edition](https://arangodb.com/community-server/)
[Compare Products](https://arangodb.com/subscriptions/)
### Solutions
Use Cases
Industries
Solution Accelerators
- [Cyber/Threat Mgmt](https://arangodb.com/solutions/use-cases/cyber-threat-management/)
- [Fraud Detection](https://arangodb.com/solutions/use-cases/fraud-detections/)
- [Supply Chain](https://arangodb.com/solutions/use-cases/supply-chain/)
- [Network Asset Management](https://arangodb.com/solutions/use-cases/network-asset-management/)
- [Customer & Patient 360](https://blog.arangodb.com/solutions/use-case/customer-and-patient-360/)
- [Recommendations](https://arangodb.com/solutions/use-cases/recommendations/)
- [Case Management](https://blog.arangodb.com/solutions/use-case/case-management/)
- [Geospatial Analysis](https://arangodb.com/solutions/use-cases/geospatial/)
- [Master Data Mgmt](https://arangodb.com/solutions/use-cases/master-data-management/)
- [Software & Technology](https://arangodb.com/arangodb-for-software-tech/)
- [Financial Services](https://arangodb.com/arangodb-for-financial-services/)
- [Tele Communication](https://arangodb.com/telecommunications-and-network/)
- [E-commerce](https://arangodb.com/arangodb-for-e-commerce/)
- [Healthcare](https://arangodb.com/arangodb-for-healthcare/)
- [Government](https://arangodb.com/arangodb-for-government/)
- [Aerospace & Defence](https://arangodb.com/arangodb-for-aerospace-defense/)
- [Manufacturing](https://arangodb.com/arangodb-for-manufacturing/)
- [Enterprise Knowledge Graphs](https://arangodb.com/resources/white-papers/enterprise-knowledge-graphs/)
- [Entity Resolution](https://arangodb.com/entity-resolution/)
- [Traceability/Lineage](https://arangodb.com/traceability-and-lineage/)
- [Contexual Relevance](https://arangodb.com/contextual-relevance/)
### Developers
Capabilities
Integrations
Differentiators
- [Graph Traversals](https://arangodb.com/graph-traversals/)
- [Multi-Model DB](https://arangodb.com/multi-model-db/)
- [LLM + Knowledge Graph](https://arangodb.com/llm-knowledge-graph/)
- [Graph ML](https://arangodb.com/managed-ml-graph/)
- [Advanced Geospatial](https://arangodb.com/advanced-geospatial/)
- [Document Store](https://arangodb.com/document-store/)
- [Search Engine](https://arangodb.com/full-text-search-engine/)
- [Security & Compliance](https://arangodb.com/security/)
- [Data Masking](https://arangodb.com/Data-masking/)
- [Key/Value DB](https://arangodb.com/integrated-key-value-support/)
- [Clients / Languages](https://arangodb.com/clients-languages/)
- [BI Tools](https://arangodb.com/bi-tools-support/)
- [Containers](https://arangodb.com/container-support/)
- [Community driven](https://arangodb.com/community-driven/)
- [Model Flexibility](https://arangodb.com/model-flexibility/)
- [Graph Scalability](https://arangodb.com/graph-scalability/)
- [Performance at Scale](https://arangodb.com/performance-at-scale/)
- [Highest Availability](https://arangodb.com/highest-availability/)
- [Unified Query Language](https://arangodb.com/unified-query-languageaql/)
- [Graph + Native Document](https://arangodb.com/graph-document/)
- [Graph + Native Search](https://arangodb.com/graph-search/)
- [Cost Effective](https://arangodb.com/cost-effective-development-operation/)
- [Full Geospatial](https://arangodb.com/full-geospatial/)
### Customers
[All Case Studies](https://arangodb.com/solutions/solutions-customers/#all)
[Government & Cyber](https://arangodb.com/solutions/solutions-customers/#Government-Cyber)
[Manufacturing & Supply Chain](https://arangodb.com/solutions/solutions-customers/#Manufacturing-Supply-Chain)
[Healthcare & Science](https://arangodb.com/solutions/solutions-customers/#Healthcare-Science)
[Retail & Commerce](https://arangodb.com/solutions/solutions-customers/#Retail-Commerce)
[Technology](https://arangodb.com/solutions/solutions-customers/#Technology)
[Education](https://arangodb.com/solutions/solutions-customers/#Education)
[Telco](https://arangodb.com/solutions/solutions-customers/#Telco)
[Financial Services](https://arangodb.com/solutions/solutions-customers/#Financial-Services)
### Learn
[Documentation](https://docs.arangodb.com/stable/)
[Developer Hub](https://developer.arangodb.com/)
[ArangoDB University](https://university.arangodb.com/)
[Blog](https://arangodb.com/blog/)
[Certification](https://arangodb.com/learn/certification/)
[Community](https://arangodb.com/community/)
[Events](https://arangodb.com/events/)
[Resources](https://arangodb.com/resources/)
[Training Center](https://arangodb.com/learn/)
### Company
[About Us](https://arangodb.com/about-us/)
[Team](https://arangodb.com/about-arangodb/)
[Partners](https://arangodb.com/partners/)
[News](https://arangodb.com/news/)
[Careers](https://arangodb.applytojob.com/apply)
### Pricing
- Why Graph
- [The Rise of Graph](https://arangodb.com/the-rise-of-graph/)
- [The Graph ML Gamechanger](https://arangodb.com/the-graph-ml-gamechanger/)
- [Consolidate to Graph](https://arangodb.com/graph-vs-relational/)
- [Graph DB Basics](https://arangodb.com/graph-database/)
- Products
- [Managed Graph DB](https://arangodb.com/arangograph-managedgraphdb/)
- [Self-Managed Graph DB](https://arangodb.com/arangograph-selfmanaged/)
- [Managed Graph ML](https://arangodb.com/managed-ml-graph/)
- [Community Edition](https://arangodb.com/community-server/)
- [Compare Products](https://arangodb.com/subscriptions/)
- Solutions
- Use Cases
- [Cyber/Threat Mgmt](https://arangodb.com/solutions/use-cases/cyber-threat-management/)
- [Fraud Detection](https://arangodb.com/solutions/use-cases/fraud-detections/)
- [Supply Chain](https://arangodb.com/solutions/use-cases/supply-chain/)
- [Network Asset Management](https://arangodb.com/solutions/use-cases/network-asset-management/)
- [Customer & Patient 360](https://arangodb.com/solutions/use-cases/customer-and-patient-360/)
- [Recommendations](https://arangodb.com/solutions/use-cases/recommendations/)
- [Case Management](https://arangodb.com/solutions/use-cases/case-management/)
- [Geospatial Analysis](https://arangodb.com/solutions/use-cases/geospatial/)
- [Master Data Mgmt](https://arangodb.com/solutions/use-cases/master-data-management/)
- Industries
- [Software & Technology](https://arangodb.com/arangodb-for-software-tech/)
- [Financial Services](https://arangodb.com/arangodb-for-financial-services/)
- [Tele Communication](https://arangodb.com/telecommunications-and-network/)
- [E-commerce](https://arangodb.com/arangodb-for-e-commerce/)
- [Healthcare](https://arangodb.com/arangodb-for-healthcare/)
- [Government](https://arangodb.com/arangodb-for-government/)
- [Aerospace & Defence](https://arangodb.com/arangodb-for-aerospace-defense/)
- [Manufacturing](https://arangodb.com/arangodb-for-manufacturing/)
- Solution Accelerators
- [Enterprise Knowledge Graphs](https://arangodb.com/resources/white-papers/enterprise-knowledge-graphs/)
- [Entity Resolution](https://arangodb.com/entity-resolution/)
- [Traceability/Lineage](https://arangodb.com/traceability-and-lineage/)
- [Contexual Relevance](https://arangodb.com/contextual-relevance/)
- Customers
- [All Case Studies](https://arangodb.com/solutions/solutions-customers/#all)
- [Government & Cyber](https://arangodb.com/solutions/solutions-customers/#Government-Cyber)
- [Manufacturing & Supply Chain](https://arangodb.com/solutions/solutions-customers/#Manufacturing-Supply-Chain)
- [Healthcare & Science](https://arangodb.com/solutions/solutions-customers/#Healthcare-Science)
- [Retail & Commerce](https://arangodb.com/solutions/solutions-customers/#Retail-Commerce)
- [Technology](https://arangodb.com/solutions/solutions-customers/#Technology)
- [Education](https://arangodb.com/solutions/solutions-customers/#Education)
- [Telco](https://arangodb.com/solutions/solutions-customers/#Telco)
- [Financial Services](https://arangodb.com/solutions/solutions-customers/#Financial-Services)
- Learn
- [Documentation](https://docs.arangodb.com/stable/)
- [Developer Hub](https://developer.arangodb.com/)
- [ArangoDB University](https://university.arangodb.com/)
- [Blog](https://arangodb.com/blog/)
- [Certification](https://arangodb.com/learn/certification/)
- [Community](https://arangodb.com/community/)
- [Events](https://arangodb.com/events/)
- [Resources](https://arangodb.com/resources/)
- [Training Center](https://arangodb.com/learn/)
- Company
- [About Us](https://arangodb.com/about-us/)
- [Team](https://arangodb.com/about-arangodb/)
- [Partners](https://arangodb.com/partners/)
- [News](https://arangodb.com/news/)
- [Careers](https://arangodb.applytojob.com/apply)
- [Pricing](https://arangodb.com/download-major/pricing/)
[**Start Free** ArangoGraph Cloud](https://dashboard.arangodb.cloud/signup?acceptedTermsAndConditions=1)
[**Download Now** ArangoDB Enterprise](https://arangodb.com/download-arangodb-enterprise/)
# March 2021: What’s the Latest with ArangoDB?
March 26, 2021
Tags: [Community](https://blog.arangodb.com/blog/topic/community), [Newsletter](https://blog.arangodb.com/blog/topic/newsletter)
[Twitter](https://twitter.com/intent/tweet?url=https://blog.arangodb.com/blog/2021/03/arangodb-newsletter-131) [LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.arangodb.com/blog/2021/03/arangodb-newsletter-131) [Reddit](https://www.reddit.com/share?url=https://blog.arangodb.com/blog/2021/03/arangodb-newsletter-131) [Yahoo](https://plus.google.com/share?url=https://blog.arangodb.com/blog/2021/03/arangodb-newsletter-131%3Futm_medium%3Dsocial%26utm_source%3Dgoogle_plus)
Estimated reading time: 5 minutes
Estimated reading time: 4 minutes
We’ve officially entered Spring this month, so perhaps it’s time for a little spring cleaning? Here’s a few suggestions from us:
- Optimize your AQL queries by checking out our [latest lunch breaks](https://www.arangodb.com/resources/lunch-sessions/?utm_campaign=ArangoDB%20Bi-Weekly%20Newsletter&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8iNkmDhBR2OXuB6Vf3LrmlvR4V2TlJGSGZQ4o2IHtRcJ9RD37NStPRgOFr08qvUOmkn73J)
- Learn something new with our [ArangoML blog series](https://www.arangodb.com/2020/10/arangoml-part-3-bootstrapping-and-bias-variance/?utm_campaign=ArangoDB%20Bi-Weekly%20Newsletter&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8iNkmDhBR2OXuB6Vf3LrmlvR4V2TlJGSGZQ4o2IHtRcJ9RD37NStPRgOFr08qvUOmkn73J)
Anything else you’d like to learn about? Drop us a line anytime at community \[at\] arangodb \[dot\] com.
---
### **Graph & Beyond Lunch Break #5: AQL Query Performance Optimization 101 (Part I)**
Looking to optimize your AQL queries?
In this newly-released lunch break, ArangoDB Senior Developer Jan Steemann demonstrates if and how your indexes in ArangoDB can help AQL query performance, as well as shares practical advice around how to set them up so that they can help as much as possible.
**[Watch now ->](https://www.arangodb.com/resources/lunch-sessions/5-aql-optimization-part-1/)**
---
### **ArangoML Blog Series: Bootstrapping and Bias Variance**
This post is the third in a series of posts about machine learning and showcasing the benefits ArangoML adds to your machine learning pipelines. It:
- Introduces bootstrapping and bias-variance concepts
- Estimates and analyzes the variance of the model from part 2
- Captures the metadata for this activity with arangopipe
**[Read the blog ->](https://blog.arangodb.com/blog/2020/10/arangoml-part-3-bootstrapping-and-bias-variance)**
---
### *Video Recording:*
### **Graph Analytics with ArangoDB**
Many powerful Machine Learning algorithms are based on graphs, e.g., Page Rank (Pregel), Recommendation Engines (collaborative filtering), text summarization, and other NLP tasks.
In this hands-on workshop, ArangoDB Head of Engineering Jörg Schad and Developer Relations Engineer Chris Woodward explore a number of use cases suitable for Graph Analytics — and in particular leverage ArangoDB’s Graph Algorithms Library.
[**Watch the full video here ->**](https://www.arangodb.com/events/graph-analytics-with-arangodb/)
---
### **Upcoming Events**
Where else can you find ArangoDB?
- April 7: Graph & Beyond Lunch Break #7 – [Getting Started with ArangoDB ArangoGraph](https://www.arangodb.com/resources/lunch-sessions/7-getting-started-oasis/)
- April 20: ML Summit 2021 – [Graph-Powered Machine Learning](https://ml-summit.de/machine-learing/graph-powered-machine-learning/)
- April 21: Graph & Beyond Lunch Break #8 – [Introduction to ArangoBnB](https://www.arangodb.com/resources/lunch-sessions/8-introduction-arangobnb/?utm_campaign=ArangoDB%20Bi-Weekly%20Newsletter&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8iNkmDhBR2OXuB6Vf3LrmlvR4V2TlJGSGZQ4o2IHtRcJ9RD37NStPRgOFr08qvUOmkn73J)
---
### **Calling All Community Pioneers!**
We are continuing our Community Pioneer program, the goal of which is to give back to our vast open-source community around the world by spreading the word about your amazing contributions.
Interested in sharing something cool you’re building with ArangoDB? We’d love, love, love to hear from you. Get in touch at community \[at\] arangodb \[dot\] com.
---
### **Spotlight on ArangoSearch: ArangoBnB**
ArangoBnB is a JavaScript Fullstack project that showcases the functionality of ArangoSearch and the various features it can bring to your applications, such as GeoJSON functionality. Some goals of this project include:
- Search an AirBnB dataset to find rentals nearby a specified location
- Filter these based on keywords, date, and number of guests
- Natural language search (Ex: Houses in Florida with pools.)
- Index data using ArangoSearch Views
- Use AQL for all queries
Want to contribute? Check out the GitHub repo!
[**Check out ArangoBnB ->**](https://github.com/cw00dw0rd/ArangoBnB)
---
### **ArangoDB recognized as Leader on G2**
We couldn’t be more thrilled to be recognized by our users as a Graph Database Leader on G2 Crowd.
Are you happy with how things are going with ArangoDB so far, and have a few minutes to spare? Then take a break from coding and [write a review about your experience on G2](https://www.g2.com/products/arangodb/reviews/start).
[**Write a review now ->**](https://www.g2.com/products/arangodb/reviews/start)
We hope you enjoyed our latest news!
Until next time 🖖
The ArangoDB Team
### Check Out Our Previous Newsletters
[February 2021: What’s the Latest with ArangoDB?](https://blog.arangodb.com/blog/2021/02/arangodb-newsletter-130)
[January 2021: What’s the Latest with ArangoDB?](https://blog.arangodb.com/blog/2021/01/arangodb-newsletter-129)
[Twitter](https://twitter.com/intent/tweet?url=https://blog.arangodb.com/blog/2021/03/arangodb-newsletter-131) [LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.arangodb.com/blog/2021/03/arangodb-newsletter-131) [Reddit](https://www.reddit.com/share?url=https://blog.arangodb.com/blog/2021/03/arangodb-newsletter-131) [Yahoo](https://plus.google.com/share?url=https://blog.arangodb.com/blog/2021/03/arangodb-newsletter-131%3Futm_medium%3Dsocial%26utm_source%3Dgoogle_plus)
March 26, 2021 , [admin](https://blog.arangodb.com/blog/author/admin)
### Leave a Comment
Tags
- [General](https://blog.arangodb.com/blog/topic/general)
- [Release](https://blog.arangodb.com/blog/topic/release)
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- [ARM: Raspberry + Co.](https://blog.arangodb.com/blog/topic/arm-raspberry-co-)
- [Fraud Detection](https://blog.arangodb.com/blog/topic/fraud-detection)
- [Managed Service](https://blog.arangodb.com/blog/topic/managed-service)
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- [Community Edition](https://blog.arangodb.com/blog/topic/community-edition)
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- [SOC 2](https://blog.arangodb.com/blog/topic/soc-2)
- [Windows](https://blog.arangodb.com/blog/topic/windows)
- [licensing](https://blog.arangodb.com/blog/topic/licensing)
- [networkx](https://blog.arangodb.com/blog/topic/networkx)
- [storage](https://blog.arangodb.com/blog/topic/storage)
- [ARM](https://blog.arangodb.com/blog/topic/arm)
- [Alliances](https://blog.arangodb.com/blog/topic/alliances)
- [ArangoDB Cloud](https://blog.arangodb.com/blog/topic/arangodb-cloud)
- [ArangoSync](https://blog.arangodb.com/blog/topic/arangosync)
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- [CNFC](https://blog.arangodb.com/blog/topic/cnfc)
- [DC/OS](https://blog.arangodb.com/blog/topic/dc-os)
- [DGL Adaptor](https://blog.arangodb.com/blog/topic/dgl-adaptor)
- [Data Loader](https://blog.arangodb.com/blog/topic/data-loader)
- [Dev Days 2021](https://blog.arangodb.com/blog/topic/dev-days-2021)
- [Developer Hub](https://blog.arangodb.com/blog/topic/developer-hub)
- [Funding Announcement](https://blog.arangodb.com/blog/topic/funding-announcement)
- [GO](https://blog.arangodb.com/blog/topic/go)
- [GenAI](https://blog.arangodb.com/blog/topic/genai)
- [Graph DB](https://blog.arangodb.com/blog/topic/graph-db)
- [Graph DBs](https://blog.arangodb.com/blog/topic/graph-dbs)
- [Graph Databases](https://blog.arangodb.com/blog/topic/graph-databases)
- [Graph Neural Networks](https://blog.arangodb.com/blog/topic/graph-neural-networks)
- [GraphDB](https://blog.arangodb.com/blog/topic/graphdb)
- [Inside ArangoDB](https://blog.arangodb.com/blog/topic/inside-arangodb)
- [Intel](https://blog.arangodb.com/blog/topic/intel)
- [Intel PyG](https://blog.arangodb.com/blog/topic/intel-pyg)
- [Intel Xeon CPU](https://blog.arangodb.com/blog/topic/intel-xeon-cpu)
- [KG](https://blog.arangodb.com/blog/topic/kg)
- [Knowledge Graphs](https://blog.arangodb.com/blog/topic/knowledge-graphs)
- [LLM](https://blog.arangodb.com/blog/topic/llm)
- [Large Language Models](https://blog.arangodb.com/blog/topic/large-language-models)
- [Migrate to Graph](https://blog.arangodb.com/blog/topic/migrate-to-graph)
- [NetworkX Adaptor](https://blog.arangodb.com/blog/topic/networkx-adaptor)
- [Oasis](https://blog.arangodb.com/blog/topic/oasis)
- [Partners](https://blog.arangodb.com/blog/topic/partners)
- [PyG](https://blog.arangodb.com/blog/topic/pyg)
- [PyTorch Geometric](https://blog.arangodb.com/blog/topic/pytorch-geometric)
- [RDF](https://blog.arangodb.com/blog/topic/rdf)
- [Series B](https://blog.arangodb.com/blog/topic/series-b)
- [adapter](https://blog.arangodb.com/blog/topic/adapter)
- [analytics](https://blog.arangodb.com/blog/topic/analytics)
- [analyzers](https://blog.arangodb.com/blog/topic/analyzers)
- [arangopipe](https://blog.arangodb.com/blog/topic/arangopipe)
- [atomics](https://blog.arangodb.com/blog/topic/atomics)
- [aws](https://blog.arangodb.com/blog/topic/aws)
- [collaboration](https://blog.arangodb.com/blog/topic/collaboration)
- [concurrency](https://blog.arangodb.com/blog/topic/concurrency)
- [dev days](https://blog.arangodb.com/blog/topic/dev-days)
- [fuzzy search](https://blog.arangodb.com/blog/topic/fuzzy-search)
- [graphsage](https://blog.arangodb.com/blog/topic/graphsage)
- [licence](https://blog.arangodb.com/blog/topic/licence)
- [memory model](https://blog.arangodb.com/blog/topic/memory-model)
- [plugin](https://blog.arangodb.com/blog/topic/plugin)
- [preprocessing](https://blog.arangodb.com/blog/topic/preprocessing)
- [recommendation](https://blog.arangodb.com/blog/topic/recommendation)
- [resource description framework](https://blog.arangodb.com/blog/topic/resource-description-framework)
- [semantic web](https://blog.arangodb.com/blog/topic/semantic-web)
- [torch](https://blog.arangodb.com/blog/topic/torch)
- [turtle](https://blog.arangodb.com/blog/topic/turtle)
- [x86](https://blog.arangodb.com/blog/topic/x86)
- [— Relational Database](https://blog.arangodb.com/blog/topic/-relational-database)
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