SlideShare a Scribd company logo
1 of 22
Download to read offline
#MDBlocal
Abdelkrim Lahlou
Senior Solutions Architect
PARIS
Bringing Data to Life
with MongoDB Charts!
#MDBLocal
Agenda
• Why did we build Charts?
• What is Charts?
• Demos!
• Basic workflow
• Charting capabilities
• Document model
• Sharing and permissions
• Installing Charts
#MDBLocal
Options for Visualizing MongoDB Data
Custom Code + Charting
Libraries
ETL + 3rd Party Data
Visualization tool
BI Connector + 3rd Party
Data Visualization tool
#MDBLocal
Wouldn’t it be nice if...
You could visualize your MongoDB Data…
• without needing to write your own code
• without needing to move your data into a different
repository
• without needing to purchase and configure third-party tools
• without losing the richness of the Document Model
#MDBLocal
Introducing MongoDB Charts
The fastest way to build
visualizations over your
MongoDB data
Built for the MongoDB
document model
Visualize live data
from on-prem or Atlas DBs
#MDBLocal
Charts Basic Concepts
• A data source is a reference to a MongoDB collection or view that
contains data you want to visualize.
• A chart is a visualization of data from a single data source.
• A dashboard is a collection of charts which you manage as a unit
(name, layout, sharing)
DEMO
Charts Basic Workflow
#MDBLocal
{
"_id":ObjectId("5b0205b6f6ec731f2f
93b2fa"),
"saleDate": ISODate("2016-07-
12T04:09:18.694Z"),
"items":[
{
"name":"pens",
"tags":[
"writing",
"office",
"school",
"stationary"
],
"price":NumberDecimal("2
7.84"),
"quantity":4
},
(…) ],
"storeLocation":"Seattle",
"customer":{
"gender":"F",
"age":62,
"email":"zun@vuedre.gov",
"satisfaction":5
},
"couponUsed":true,
"purchaseMethod":"Online"
}
#MDBLocal
Charting Capabilities
• Common chart types
• Aggregation functions
• Filtering
• Sample Mode
• Binning
• Sorting
DEMO
Charting Capabilities
#MDBLocal
Document Model Support
Type handling
Polymorphic collections
Nested documents
Array reductions
DEMO
Document Model
#MDBLocal
Sharing and Permissions
• All users log onto Charts with their own account
• Users can be managed by anyone with the UserAdmin role
• Any user can add a data source
• They must have a valid connection URI to connect to the MongoDB instance
• A data source owner can choose to share with nobody, specific people or
everybody
• Any user can add a dashboard
• By default, the dashboard is only visible to the creator
• A dashboard owner can choose to share with nobody, specific people or
everybody
#MDBLocal
Charts Roles: Data Sources
Any User Data Source Reader
Data Source
Manager
Data Source Owner
Add a data source*
Read data from a data
source (for a chart)
Modify data source
details (alias,
connection URI)
Delete a data source
Change permissions
for a data source
* After creating a data source, the user gets the Data Source Owner role on that data source.
#MDBLocal
Charts Roles: Dashboards
Any User Dashboard Voewer Dashboard Author Dashboard Owner
Add a dashboard*
View a dashboard**
Add, edit or remove
charts on a dashboard
Modify dashboard
layout
Delete a dashboard
Change permissions for
a dashboard
* After creating a dashboard, the user gets the Dashboard Owner role on that dashboard.
** The user can only view individual charts on the dashboard if they also have the Data Source Reader (or higher) role on the
data source used for each chart
#MDBLocal
Charts Roles: Global
User User Admin
Create, view and manage data sources (subject to Data Sources roles)
Create, view and dashboards (subject to Dashboards roles)
Change your own password
Create new users
Modify user details (name, role)
Reset user passwords
Delete Users
DEMO
Sharing and
Permissions
#MDBLocal
Installing Charts
• Charts is now available to download!
• No cost to use the beta
• Download and install instructions @ http://mongodb.com/charts
• Charts runs as a Docker container on a server of your choice
• Supported on any OS that runs Docker CE or EE (Linux, MacOS, Windows)
• Can be a physical server, cloud VM or even a laptop
• Charts requires a MongoDB instance to run
• For storing metadata about users, data sources and dashboards
• Can be any MongoDB instance in your organization (including Atlas)
• Not included in the Charts Docker container
#MDBLocal
Installing Charts
• Installation process:
• Deploy or identify a MongoDB instance for the Charts metadata
• Install Docker on your target server
• Download the Charts Docker Compose file from MongoDB download center
• Create a Docker Secret containing the URI for your MongoDB instance
• Deploy Charts using docker stack deploy
• Create your first Charts user
• Access Charts from a web browser
#MDBlocal
Bringing Data to Life with
MongoDB Charts
#MDBLocal
Resources
Learn more about Charts:
https://mongodb.com/charts
Sign up for Atlas and Charts:
https://cloud.mongodb.com
Download Charts On-Prem:
https://www.mongodb.com/download-center/charts
MongoDB .local Paris 2020: Devenez explorateur de données avec MongoDB Charts

More Related Content

What's hot

What's hot (20)

Data Analytics: Understanding Your MongoDB Data
Data Analytics: Understanding Your MongoDB DataData Analytics: Understanding Your MongoDB Data
Data Analytics: Understanding Your MongoDB Data
 
MongoDB .local Munich 2019: MongoDB Atlas Auto-Scaling
MongoDB .local Munich 2019: MongoDB Atlas Auto-ScalingMongoDB .local Munich 2019: MongoDB Atlas Auto-Scaling
MongoDB .local Munich 2019: MongoDB Atlas Auto-Scaling
 
Addressing Your Backup Needs Using Ops Manager and Atlas
Addressing Your Backup Needs Using Ops Manager and AtlasAddressing Your Backup Needs Using Ops Manager and Atlas
Addressing Your Backup Needs Using Ops Manager and Atlas
 
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
MongoDB World 2019: MongoDB in Data Science: How to Build a Scalable Product ...
 
Jumpstart: Introduction to Schema Design
Jumpstart: Introduction to Schema DesignJumpstart: Introduction to Schema Design
Jumpstart: Introduction to Schema Design
 
10 - MongoDB
10 - MongoDB10 - MongoDB
10 - MongoDB
 
MongoDB .local Chicago 2019: Using MongoDB Transactions to Implement Cryptogr...
MongoDB .local Chicago 2019: Using MongoDB Transactions to Implement Cryptogr...MongoDB .local Chicago 2019: Using MongoDB Transactions to Implement Cryptogr...
MongoDB .local Chicago 2019: Using MongoDB Transactions to Implement Cryptogr...
 
MongoDB .local Toronto 2019: Keep your Business Safe and Scaling Holistically...
MongoDB .local Toronto 2019: Keep your Business Safe and Scaling Holistically...MongoDB .local Toronto 2019: Keep your Business Safe and Scaling Holistically...
MongoDB .local Toronto 2019: Keep your Business Safe and Scaling Holistically...
 
MongoDB SoCal 2020: Go on a Data Safari with MongoDB Charts!
MongoDB SoCal 2020: Go on a Data Safari with MongoDB Charts!MongoDB SoCal 2020: Go on a Data Safari with MongoDB Charts!
MongoDB SoCal 2020: Go on a Data Safari with MongoDB Charts!
 
MongoDB .local Munich 2019: Managing a Heterogeneous Stack with MongoDB & SQL
MongoDB .local Munich 2019: Managing a Heterogeneous Stack with MongoDB & SQLMongoDB .local Munich 2019: Managing a Heterogeneous Stack with MongoDB & SQL
MongoDB .local Munich 2019: Managing a Heterogeneous Stack with MongoDB & SQL
 
MongoDB .local San Francisco 2020: Powering the new age data demands [Infosys]
MongoDB .local San Francisco 2020: Powering the new age data demands [Infosys]MongoDB .local San Francisco 2020: Powering the new age data demands [Infosys]
MongoDB .local San Francisco 2020: Powering the new age data demands [Infosys]
 
MongoDB .local Munich 2019: Mastering MongoDB on Kubernetes – MongoDB Enterpr...
MongoDB .local Munich 2019: Mastering MongoDB on Kubernetes – MongoDB Enterpr...MongoDB .local Munich 2019: Mastering MongoDB on Kubernetes – MongoDB Enterpr...
MongoDB .local Munich 2019: Mastering MongoDB on Kubernetes – MongoDB Enterpr...
 
Webinar: Introducing the MongoDB Connector for BI 2.0 with Tableau
Webinar: Introducing the MongoDB Connector for BI 2.0 with TableauWebinar: Introducing the MongoDB Connector for BI 2.0 with Tableau
Webinar: Introducing the MongoDB Connector for BI 2.0 with Tableau
 
Jumpstart: Introduction to MongoDB
Jumpstart: Introduction to MongoDBJumpstart: Introduction to MongoDB
Jumpstart: Introduction to MongoDB
 
MongoDB .local San Francisco 2020: From SQL to NoSQL -- Changing Your Mindset
MongoDB .local San Francisco 2020: From SQL to NoSQL -- Changing Your MindsetMongoDB .local San Francisco 2020: From SQL to NoSQL -- Changing Your Mindset
MongoDB .local San Francisco 2020: From SQL to NoSQL -- Changing Your Mindset
 
MongoDB: Agile Combustion Engine
MongoDB: Agile Combustion EngineMongoDB: Agile Combustion Engine
MongoDB: Agile Combustion Engine
 
From RDBMS to MongoDB
From RDBMS to MongoDBFrom RDBMS to MongoDB
From RDBMS to MongoDB
 
Beyond the Basics 3: Introduction to the MongoDB BI Connector
Beyond the Basics 3: Introduction to the MongoDB BI ConnectorBeyond the Basics 3: Introduction to the MongoDB BI Connector
Beyond the Basics 3: Introduction to the MongoDB BI Connector
 
MongoDB .local Chicago 2019: MongoDB Atlas Data Lake Technical Deep Dive
MongoDB .local Chicago 2019: MongoDB Atlas Data Lake Technical Deep DiveMongoDB .local Chicago 2019: MongoDB Atlas Data Lake Technical Deep Dive
MongoDB .local Chicago 2019: MongoDB Atlas Data Lake Technical Deep Dive
 
Benefits of Using MongoDB Over RDBMSs
Benefits of Using MongoDB Over RDBMSsBenefits of Using MongoDB Over RDBMSs
Benefits of Using MongoDB Over RDBMSs
 

Similar to MongoDB .local Paris 2020: Devenez explorateur de données avec MongoDB Charts

DMann-SQLDeveloper4Reporting
DMann-SQLDeveloper4ReportingDMann-SQLDeveloper4Reporting
DMann-SQLDeveloper4Reporting
David Mann
 
Database migration
Database migrationDatabase migration
Database migration
Vasudeva Rao
 
For Beginners - Ado.net
For Beginners - Ado.netFor Beginners - Ado.net
For Beginners - Ado.net
Tarun Jain
 

Similar to MongoDB .local Paris 2020: Devenez explorateur de données avec MongoDB Charts (20)

Bringing Data to Life with MongoDB Charts
Bringing Data to Life with MongoDB ChartsBringing Data to Life with MongoDB Charts
Bringing Data to Life with MongoDB Charts
 
MongoDB World 2018: Bringing Data to Life with MongoDB Charts
MongoDB World 2018: Bringing Data to Life with MongoDB ChartsMongoDB World 2018: Bringing Data to Life with MongoDB Charts
MongoDB World 2018: Bringing Data to Life with MongoDB Charts
 
Bringing Data to Life with MongoDB Charts - Guillaume Meister
Bringing Data to Life with MongoDB Charts - Guillaume MeisterBringing Data to Life with MongoDB Charts - Guillaume Meister
Bringing Data to Life with MongoDB Charts - Guillaume Meister
 
MongoDB.local Seattle 2019: Bringing Data to Life with MongoDB Charts
MongoDB.local Seattle 2019: Bringing Data to Life with MongoDB Charts MongoDB.local Seattle 2019: Bringing Data to Life with MongoDB Charts
MongoDB.local Seattle 2019: Bringing Data to Life with MongoDB Charts
 
Bringing Data to Life with MongoDB Charts
Bringing Data to Life with MongoDB ChartsBringing Data to Life with MongoDB Charts
Bringing Data to Life with MongoDB Charts
 
Bringing Data to Life with MongoDB Charts
Bringing Data to Life with MongoDB ChartsBringing Data to Life with MongoDB Charts
Bringing Data to Life with MongoDB Charts
 
MongoDB.local Sydney: Bringing Data to Life with MongoDB Charts
MongoDB.local Sydney: Bringing Data to Life with MongoDB ChartsMongoDB.local Sydney: Bringing Data to Life with MongoDB Charts
MongoDB.local Sydney: Bringing Data to Life with MongoDB Charts
 
Visualize your cloud data strategy - MongoDB Atlas and Charts - DEM08 - Santa...
Visualize your cloud data strategy - MongoDB Atlas and Charts - DEM08 - Santa...Visualize your cloud data strategy - MongoDB Atlas and Charts - DEM08 - Santa...
Visualize your cloud data strategy - MongoDB Atlas and Charts - DEM08 - Santa...
 
MongoDB Charts Meetup - 7-24-2018
MongoDB Charts Meetup - 7-24-2018MongoDB Charts Meetup - 7-24-2018
MongoDB Charts Meetup - 7-24-2018
 
Visualise Your Cloud Data Strategy: MongoDB Atlas and Charts (Sponsored by Mo...
Visualise Your Cloud Data Strategy: MongoDB Atlas and Charts (Sponsored by Mo...Visualise Your Cloud Data Strategy: MongoDB Atlas and Charts (Sponsored by Mo...
Visualise Your Cloud Data Strategy: MongoDB Atlas and Charts (Sponsored by Mo...
 
05 entity framework
05 entity framework05 entity framework
05 entity framework
 
MongoDB World 2018: Data Analytics with MongoDB
MongoDB World 2018: Data Analytics with MongoDBMongoDB World 2018: Data Analytics with MongoDB
MongoDB World 2018: Data Analytics with MongoDB
 
SQL to NoSQL: Top 6 Questions
SQL to NoSQL: Top 6 QuestionsSQL to NoSQL: Top 6 Questions
SQL to NoSQL: Top 6 Questions
 
DMann-SQLDeveloper4Reporting
DMann-SQLDeveloper4ReportingDMann-SQLDeveloper4Reporting
DMann-SQLDeveloper4Reporting
 
Database migration
Database migrationDatabase migration
Database migration
 
Mongo db 3.4 Overview
Mongo db 3.4 OverviewMongo db 3.4 Overview
Mongo db 3.4 Overview
 
For Beginners - Ado.net
For Beginners - Ado.netFor Beginners - Ado.net
For Beginners - Ado.net
 
Power BI vs Tableau
Power BI vs TableauPower BI vs Tableau
Power BI vs Tableau
 
Power bi vs tableau
Power bi vs tableauPower bi vs tableau
Power bi vs tableau
 
Non-Comparable Object Tools for PeopleSoft
Non-Comparable Object Tools for PeopleSoftNon-Comparable Object Tools for PeopleSoft
Non-Comparable Object Tools for PeopleSoft
 

More from MongoDB

More from MongoDB (20)

MongoDB SoCal 2020: Migrate Anything* to MongoDB Atlas
MongoDB SoCal 2020: Migrate Anything* to MongoDB AtlasMongoDB SoCal 2020: Migrate Anything* to MongoDB Atlas
MongoDB SoCal 2020: Migrate Anything* to MongoDB Atlas
 
MongoDB SoCal 2020: Using MongoDB Services in Kubernetes: Any Platform, Devel...
MongoDB SoCal 2020: Using MongoDB Services in Kubernetes: Any Platform, Devel...MongoDB SoCal 2020: Using MongoDB Services in Kubernetes: Any Platform, Devel...
MongoDB SoCal 2020: Using MongoDB Services in Kubernetes: Any Platform, Devel...
 
MongoDB SoCal 2020: A Complete Methodology of Data Modeling for MongoDB
MongoDB SoCal 2020: A Complete Methodology of Data Modeling for MongoDBMongoDB SoCal 2020: A Complete Methodology of Data Modeling for MongoDB
MongoDB SoCal 2020: A Complete Methodology of Data Modeling for MongoDB
 
MongoDB SoCal 2020: From Pharmacist to Analyst: Leveraging MongoDB for Real-T...
MongoDB SoCal 2020: From Pharmacist to Analyst: Leveraging MongoDB for Real-T...MongoDB SoCal 2020: From Pharmacist to Analyst: Leveraging MongoDB for Real-T...
MongoDB SoCal 2020: From Pharmacist to Analyst: Leveraging MongoDB for Real-T...
 
MongoDB SoCal 2020: Best Practices for Working with IoT and Time-series Data
MongoDB SoCal 2020: Best Practices for Working with IoT and Time-series DataMongoDB SoCal 2020: Best Practices for Working with IoT and Time-series Data
MongoDB SoCal 2020: Best Practices for Working with IoT and Time-series Data
 
MongoDB SoCal 2020: MongoDB Atlas Jump Start
 MongoDB SoCal 2020: MongoDB Atlas Jump Start MongoDB SoCal 2020: MongoDB Atlas Jump Start
MongoDB SoCal 2020: MongoDB Atlas Jump Start
 
MongoDB .local San Francisco 2020: Using Client Side Encryption in MongoDB 4.2
MongoDB .local San Francisco 2020: Using Client Side Encryption in MongoDB 4.2MongoDB .local San Francisco 2020: Using Client Side Encryption in MongoDB 4.2
MongoDB .local San Francisco 2020: Using Client Side Encryption in MongoDB 4.2
 
MongoDB .local San Francisco 2020: Using MongoDB Services in Kubernetes: any ...
MongoDB .local San Francisco 2020: Using MongoDB Services in Kubernetes: any ...MongoDB .local San Francisco 2020: Using MongoDB Services in Kubernetes: any ...
MongoDB .local San Francisco 2020: Using MongoDB Services in Kubernetes: any ...
 
MongoDB .local San Francisco 2020: Go on a Data Safari with MongoDB Charts!
MongoDB .local San Francisco 2020: Go on a Data Safari with MongoDB Charts!MongoDB .local San Francisco 2020: Go on a Data Safari with MongoDB Charts!
MongoDB .local San Francisco 2020: Go on a Data Safari with MongoDB Charts!
 
MongoDB .local San Francisco 2020: MongoDB Atlas Jumpstart
MongoDB .local San Francisco 2020: MongoDB Atlas JumpstartMongoDB .local San Francisco 2020: MongoDB Atlas Jumpstart
MongoDB .local San Francisco 2020: MongoDB Atlas Jumpstart
 
MongoDB .local San Francisco 2020: Tips and Tricks++ for Querying and Indexin...
MongoDB .local San Francisco 2020: Tips and Tricks++ for Querying and Indexin...MongoDB .local San Francisco 2020: Tips and Tricks++ for Querying and Indexin...
MongoDB .local San Francisco 2020: Tips and Tricks++ for Querying and Indexin...
 
MongoDB .local San Francisco 2020: Aggregation Pipeline Power++
MongoDB .local San Francisco 2020: Aggregation Pipeline Power++MongoDB .local San Francisco 2020: Aggregation Pipeline Power++
MongoDB .local San Francisco 2020: Aggregation Pipeline Power++
 
MongoDB .local San Francisco 2020: A Complete Methodology of Data Modeling fo...
MongoDB .local San Francisco 2020: A Complete Methodology of Data Modeling fo...MongoDB .local San Francisco 2020: A Complete Methodology of Data Modeling fo...
MongoDB .local San Francisco 2020: A Complete Methodology of Data Modeling fo...
 
MongoDB .local San Francisco 2020: MongoDB Atlas Data Lake Technical Deep Dive
MongoDB .local San Francisco 2020: MongoDB Atlas Data Lake Technical Deep DiveMongoDB .local San Francisco 2020: MongoDB Atlas Data Lake Technical Deep Dive
MongoDB .local San Francisco 2020: MongoDB Atlas Data Lake Technical Deep Dive
 
MongoDB .local San Francisco 2020: Developing Alexa Skills with MongoDB & Golang
MongoDB .local San Francisco 2020: Developing Alexa Skills with MongoDB & GolangMongoDB .local San Francisco 2020: Developing Alexa Skills with MongoDB & Golang
MongoDB .local San Francisco 2020: Developing Alexa Skills with MongoDB & Golang
 
MongoDB .local Paris 2020: Upply @MongoDB : Upply : Quand le Machine Learning...
MongoDB .local Paris 2020: Upply @MongoDB : Upply : Quand le Machine Learning...MongoDB .local Paris 2020: Upply @MongoDB : Upply : Quand le Machine Learning...
MongoDB .local Paris 2020: Upply @MongoDB : Upply : Quand le Machine Learning...
 
MongoDB .local Paris 2020: Les bonnes pratiques pour sécuriser MongoDB
MongoDB .local Paris 2020: Les bonnes pratiques pour sécuriser MongoDBMongoDB .local Paris 2020: Les bonnes pratiques pour sécuriser MongoDB
MongoDB .local Paris 2020: Les bonnes pratiques pour sécuriser MongoDB
 
MongoDB .local Paris 2020: Tout savoir sur le moteur de recherche Full Text S...
MongoDB .local Paris 2020: Tout savoir sur le moteur de recherche Full Text S...MongoDB .local Paris 2020: Tout savoir sur le moteur de recherche Full Text S...
MongoDB .local Paris 2020: Tout savoir sur le moteur de recherche Full Text S...
 
MongoDB .local Paris 2020: Adéo @MongoDB : MongoDB Atlas & Leroy Merlin : et ...
MongoDB .local Paris 2020: Adéo @MongoDB : MongoDB Atlas & Leroy Merlin : et ...MongoDB .local Paris 2020: Adéo @MongoDB : MongoDB Atlas & Leroy Merlin : et ...
MongoDB .local Paris 2020: Adéo @MongoDB : MongoDB Atlas & Leroy Merlin : et ...
 
MongoDB .local Paris 2020: La puissance du Pipeline d'Agrégation de MongoDB
MongoDB .local Paris 2020: La puissance du Pipeline d'Agrégation de MongoDBMongoDB .local Paris 2020: La puissance du Pipeline d'Agrégation de MongoDB
MongoDB .local Paris 2020: La puissance du Pipeline d'Agrégation de MongoDB
 

Recently uploaded

Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Recently uploaded (20)

AI in Action: Real World Use Cases by Anitaraj
AI in Action: Real World Use Cases by AnitarajAI in Action: Real World Use Cases by Anitaraj
AI in Action: Real World Use Cases by Anitaraj
 
JavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuideJavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate Guide
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Navigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern EnterpriseNavigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern Enterprise
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptx
 
Introduction to use of FHIR Documents in ABDM
Introduction to use of FHIR Documents in ABDMIntroduction to use of FHIR Documents in ABDM
Introduction to use of FHIR Documents in ABDM
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontology
 
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
AI+A11Y 11MAY2024 HYDERBAD GAAD 2024 - HelloA11Y (11 May 2024)
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Design and Development of a Provenance Capture Platform for Data Science
Design and Development of a Provenance Capture Platform for Data ScienceDesign and Development of a Provenance Capture Platform for Data Science
Design and Development of a Provenance Capture Platform for Data Science
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Simplifying Mobile A11y Presentation.pptx
Simplifying Mobile A11y Presentation.pptxSimplifying Mobile A11y Presentation.pptx
Simplifying Mobile A11y Presentation.pptx
 

MongoDB .local Paris 2020: Devenez explorateur de données avec MongoDB Charts