SlideShare a Scribd company logo
1 of 49
Download to read offline
Event Stream Processing into the
Elastic Stack
QueryCon 2018
Zentral
Henry Stamerjohann

Apfelwerk GmbH & Co. KG
Hamburg / Germany
@head_min
Inventory +
Events
Monitoring
Discovery from Event Stream Data
+ +
Events Probes Data Action
• Python 3
• Django
• Docker-Compose
• pre-build images (AWS, GCP)
• Ansible, Puppet
Framework
Build & Deployment
Components
• Nginx
• Logstash
• Rabbit MQ
• Zentral Workers
• ElasticSearch / Kibana
• Postgres


backend components
Data Stores
• ElasticSearch 6.x
• Postgres
• Syslog (ship to SIEM)
• AWS Kinesis


Storage backends
Agents
• Osquery *
• Google Santa *
• Munki *
• FileBeat
* dynamic config
events aggregation
Inventory
• Jamf Pro
• Airwatch (soon)
• Puppet DB
• Sal
• few others…
API connectors
Actions
• Slack
• Ticketing
• GitHub
• SMS
• Email
Notify and
expose events
+ Config + Filter
Probes
Osquery
Probes = Config + Query
Osquery
Probes = Config + Query
Osquery
Probes = Config + Query
Probes = Config + Query +Actions
Osquery
Probes = Config + Query +Actions
Osquery
Probes extras
Osquery
FIM - File Integrity Monitoring
Osquery
FIM - File Integrity Monitoring
Osquery
FIM - File Integrity Monitoring
Osquery
FIM - File Integrity Monitoring
Forensic capabilities
Osquery
File Carve Probe
Osquery
File Carve Probe
Osquery
File Carve Probe
Osquery
File Carve Probe
Osquery
File Carve Probe
Osquery
File Carve Probe
OpenBSM 

(Apple)
Filebeat config.yml
FileBeat
FileBeat
Audit enrollment .pkg
FileBeat
auditpipe to FileBeat
FileBeat
Audit events
Inventory
Client Mgmt 

MDM
Inventory
• Machine details
• Application details
• Persists change info
• Link related Events
Full change history
Inventory / Machine Details
Zentral
Inventory / Application Details
Zentral
MDM
• Bootstrap / Auto Enrollment
• Apple DEP Workflows
• Commercial Vendors - Jamf Pro, Airwatch, SimpleMDM
• Open source MDM
Integrations
Elastic Stack
ElasticSearch
• Index Rotation necessary
• Add Metadata
• Rebuild Index
• Single ES and ES Cluster
• JVM memory issues
• Get X-Pack Basic (free license)
Experience
and issues
ElasticSearch
Events in Kibana
Zentral QueryCon 2018
Patreon
https://www.patreon.com/zentral
Patreon
Zentral
https://github.com/zentralopensource
Thank You!

More Related Content

What's hot

Getting to Know Airflow
Getting to Know AirflowGetting to Know Airflow
Getting to Know AirflowRosanne Hoyem
 
Airflow - a data flow engine
Airflow - a data flow engineAirflow - a data flow engine
Airflow - a data flow engineWalter Liu
 
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow managementIntro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow managementBurasakorn Sabyeying
 
(CMP310) Data Processing Pipelines Using Containers & Spot Instances
(CMP310) Data Processing Pipelines Using Containers & Spot Instances(CMP310) Data Processing Pipelines Using Containers & Spot Instances
(CMP310) Data Processing Pipelines Using Containers & Spot InstancesAmazon Web Services
 
Monitoring as Software Validation
Monitoring as Software ValidationMonitoring as Software Validation
Monitoring as Software ValidationBioDec
 
Community-Driven Graphs with JanusGraph
Community-Driven Graphs with JanusGraphCommunity-Driven Graphs with JanusGraph
Community-Driven Graphs with JanusGraphJason Plurad
 
Hyperloglog Lightning Talk
Hyperloglog Lightning TalkHyperloglog Lightning Talk
Hyperloglog Lightning TalkSimon Prickett
 
Community-Driven Graphs with JanusGraph
Community-Driven Graphs with JanusGraphCommunity-Driven Graphs with JanusGraph
Community-Driven Graphs with JanusGraphJason Plurad
 
Zentral - what's new? - MacDevOps:YVR 2017
Zentral - what's new? - MacDevOps:YVR 2017Zentral - what's new? - MacDevOps:YVR 2017
Zentral - what's new? - MacDevOps:YVR 2017Henry Stamerjohann
 
Graph Computing with JanusGraph
Graph Computing with JanusGraphGraph Computing with JanusGraph
Graph Computing with JanusGraphJason Plurad
 
Building Robust Pipelines with Airflow
Building Robust Pipelines with AirflowBuilding Robust Pipelines with Airflow
Building Robust Pipelines with AirflowErin Shellman
 
Collecting metrics with Graphite and StatsD
Collecting metrics with Graphite and StatsDCollecting metrics with Graphite and StatsD
Collecting metrics with Graphite and StatsDitnig
 
Graph Computing with Apache TinkerPop
Graph Computing with Apache TinkerPopGraph Computing with Apache TinkerPop
Graph Computing with Apache TinkerPopJason Plurad
 
IBM Open by Design: Graph Technology
IBM Open by Design: Graph TechnologyIBM Open by Design: Graph Technology
IBM Open by Design: Graph TechnologyJason Plurad
 
Enabling Multimodel Graphs with Apache TinkerPop
Enabling Multimodel Graphs with Apache TinkerPopEnabling Multimodel Graphs with Apache TinkerPop
Enabling Multimodel Graphs with Apache TinkerPopJason Plurad
 
Exploring Graph Use Cases with JanusGraph
Exploring Graph Use Cases with JanusGraphExploring Graph Use Cases with JanusGraph
Exploring Graph Use Cases with JanusGraphJason Plurad
 
Graph Processing with Apache TinkerPop and Gremlin
Graph Processing with Apache TinkerPop and GremlinGraph Processing with Apache TinkerPop and Gremlin
Graph Processing with Apache TinkerPop and GremlinJason Plurad
 

What's hot (20)

Getting to Know Airflow
Getting to Know AirflowGetting to Know Airflow
Getting to Know Airflow
 
Airflow - a data flow engine
Airflow - a data flow engineAirflow - a data flow engine
Airflow - a data flow engine
 
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow managementIntro to Airflow: Goodbye Cron, Welcome scheduled workflow management
Intro to Airflow: Goodbye Cron, Welcome scheduled workflow management
 
(CMP310) Data Processing Pipelines Using Containers & Spot Instances
(CMP310) Data Processing Pipelines Using Containers & Spot Instances(CMP310) Data Processing Pipelines Using Containers & Spot Instances
(CMP310) Data Processing Pipelines Using Containers & Spot Instances
 
Monitoring as Software Validation
Monitoring as Software ValidationMonitoring as Software Validation
Monitoring as Software Validation
 
Community-Driven Graphs with JanusGraph
Community-Driven Graphs with JanusGraphCommunity-Driven Graphs with JanusGraph
Community-Driven Graphs with JanusGraph
 
Hyperloglog Lightning Talk
Hyperloglog Lightning TalkHyperloglog Lightning Talk
Hyperloglog Lightning Talk
 
Community-Driven Graphs with JanusGraph
Community-Driven Graphs with JanusGraphCommunity-Driven Graphs with JanusGraph
Community-Driven Graphs with JanusGraph
 
Zentral - what's new? - MacDevOps:YVR 2017
Zentral - what's new? - MacDevOps:YVR 2017Zentral - what's new? - MacDevOps:YVR 2017
Zentral - what's new? - MacDevOps:YVR 2017
 
Graph Computing with JanusGraph
Graph Computing with JanusGraphGraph Computing with JanusGraph
Graph Computing with JanusGraph
 
Workflow Engines + Luigi
Workflow Engines + LuigiWorkflow Engines + Luigi
Workflow Engines + Luigi
 
Building Robust Pipelines with Airflow
Building Robust Pipelines with AirflowBuilding Robust Pipelines with Airflow
Building Robust Pipelines with Airflow
 
Collecting metrics with Graphite and StatsD
Collecting metrics with Graphite and StatsDCollecting metrics with Graphite and StatsD
Collecting metrics with Graphite and StatsD
 
Scaling metrics
Scaling metricsScaling metrics
Scaling metrics
 
Apache Airflow
Apache AirflowApache Airflow
Apache Airflow
 
Graph Computing with Apache TinkerPop
Graph Computing with Apache TinkerPopGraph Computing with Apache TinkerPop
Graph Computing with Apache TinkerPop
 
IBM Open by Design: Graph Technology
IBM Open by Design: Graph TechnologyIBM Open by Design: Graph Technology
IBM Open by Design: Graph Technology
 
Enabling Multimodel Graphs with Apache TinkerPop
Enabling Multimodel Graphs with Apache TinkerPopEnabling Multimodel Graphs with Apache TinkerPop
Enabling Multimodel Graphs with Apache TinkerPop
 
Exploring Graph Use Cases with JanusGraph
Exploring Graph Use Cases with JanusGraphExploring Graph Use Cases with JanusGraph
Exploring Graph Use Cases with JanusGraph
 
Graph Processing with Apache TinkerPop and Gremlin
Graph Processing with Apache TinkerPop and GremlinGraph Processing with Apache TinkerPop and Gremlin
Graph Processing with Apache TinkerPop and Gremlin
 

Similar to Zentral QueryCon 2018

Fluentd and Docker - running fluentd within a docker container
Fluentd and Docker - running fluentd within a docker containerFluentd and Docker - running fluentd within a docker container
Fluentd and Docker - running fluentd within a docker containerTreasure Data, Inc.
 
Supercharge Your Product Development with Continuous Delivery & Serverless Co...
Supercharge Your Product Development with Continuous Delivery & Serverless Co...Supercharge Your Product Development with Continuous Delivery & Serverless Co...
Supercharge Your Product Development with Continuous Delivery & Serverless Co...Amazon Web Services
 
Monitoring docker, k8s and your applications with the elastic stack
Monitoring docker, k8s and your applications with the elastic stackMonitoring docker, k8s and your applications with the elastic stack
Monitoring docker, k8s and your applications with the elastic stackSmartWave
 
Fluentd and Docker - running fluentd within a docker container
Fluentd and Docker - running fluentd within a docker containerFluentd and Docker - running fluentd within a docker container
Fluentd and Docker - running fluentd within a docker containerTreasure Data, Inc.
 
Python in the serverless era (PyCon 2017)
Python in the serverless era (PyCon 2017)Python in the serverless era (PyCon 2017)
Python in the serverless era (PyCon 2017)Benny Bauer
 
[PyCon 2014 APAC] How to integrate python into a scala stack to build realtim...
[PyCon 2014 APAC] How to integrate python into a scala stack to build realtim...[PyCon 2014 APAC] How to integrate python into a scala stack to build realtim...
[PyCon 2014 APAC] How to integrate python into a scala stack to build realtim...Jerry Chou
 
Big Data Beers - Introducing Snowplow
Big Data Beers - Introducing SnowplowBig Data Beers - Introducing Snowplow
Big Data Beers - Introducing SnowplowAlexander Dean
 
«Что такое serverless-архитектура и как с ней жить?» Николай Марков, Aligned ...
«Что такое serverless-архитектура и как с ней жить?» Николай Марков, Aligned ...«Что такое serverless-архитектура и как с ней жить?» Николай Марков, Aligned ...
«Что такое serverless-архитектура и как с ней жить?» Николай Марков, Aligned ...it-people
 
MacSysAdmin Conference 2019 - Logging
MacSysAdmin Conference 2019 - Logging MacSysAdmin Conference 2019 - Logging
MacSysAdmin Conference 2019 - Logging Henry Stamerjohann
 
Mastering Azure Functions
Mastering Azure FunctionsMastering Azure Functions
Mastering Azure FunctionsBob German
 
PyCon 2019 - A Snake in the Bits: Security Automation with Python
PyCon 2019 - A Snake in the Bits: Security Automation with PythonPyCon 2019 - A Snake in the Bits: Security Automation with Python
PyCon 2019 - A Snake in the Bits: Security Automation with PythonMoses Schwartz
 
Full stack visibility with elastic, KubeCon 2017
Full stack visibility with elastic, KubeCon 2017Full stack visibility with elastic, KubeCon 2017
Full stack visibility with elastic, KubeCon 2017Carlos Pérez-Aradros
 
Intellias CQRS Framework
Intellias CQRS FrameworkIntellias CQRS Framework
Intellias CQRS FrameworkSergey Seletsky
 
Toyko azure meetup # 1 azure paa s overview
Toyko azure meetup # 1   azure paa s overviewToyko azure meetup # 1   azure paa s overview
Toyko azure meetup # 1 azure paa s overviewTokyo Azure Meetup
 
Scaling .net containers with event driven workloads
Scaling .net containers with event driven workloadsScaling .net containers with event driven workloads
Scaling .net containers with event driven workloadsNilesh Gule
 
Feedback on AWS re:invent 2016
Feedback on AWS re:invent 2016Feedback on AWS re:invent 2016
Feedback on AWS re:invent 2016Laurent Bernaille
 
Feedback on AWS re:invent 2016
Feedback on AWS re:invent 2016Feedback on AWS re:invent 2016
Feedback on AWS re:invent 2016AwsReinventSlides
 

Similar to Zentral QueryCon 2018 (20)

Fluentd and Docker - running fluentd within a docker container
Fluentd and Docker - running fluentd within a docker containerFluentd and Docker - running fluentd within a docker container
Fluentd and Docker - running fluentd within a docker container
 
Supercharge Your Product Development with Continuous Delivery & Serverless Co...
Supercharge Your Product Development with Continuous Delivery & Serverless Co...Supercharge Your Product Development with Continuous Delivery & Serverless Co...
Supercharge Your Product Development with Continuous Delivery & Serverless Co...
 
Monitoring docker, k8s and your applications with the elastic stack
Monitoring docker, k8s and your applications with the elastic stackMonitoring docker, k8s and your applications with the elastic stack
Monitoring docker, k8s and your applications with the elastic stack
 
Fluentd and Docker - running fluentd within a docker container
Fluentd and Docker - running fluentd within a docker containerFluentd and Docker - running fluentd within a docker container
Fluentd and Docker - running fluentd within a docker container
 
Python in the serverless era (PyCon 2017)
Python in the serverless era (PyCon 2017)Python in the serverless era (PyCon 2017)
Python in the serverless era (PyCon 2017)
 
[PyCon 2014 APAC] How to integrate python into a scala stack to build realtim...
[PyCon 2014 APAC] How to integrate python into a scala stack to build realtim...[PyCon 2014 APAC] How to integrate python into a scala stack to build realtim...
[PyCon 2014 APAC] How to integrate python into a scala stack to build realtim...
 
Big Data Beers - Introducing Snowplow
Big Data Beers - Introducing SnowplowBig Data Beers - Introducing Snowplow
Big Data Beers - Introducing Snowplow
 
«Что такое serverless-архитектура и как с ней жить?» Николай Марков, Aligned ...
«Что такое serverless-архитектура и как с ней жить?» Николай Марков, Aligned ...«Что такое serverless-архитектура и как с ней жить?» Николай Марков, Aligned ...
«Что такое serverless-архитектура и как с ней жить?» Николай Марков, Aligned ...
 
MacSysAdmin Conference 2019 - Logging
MacSysAdmin Conference 2019 - Logging MacSysAdmin Conference 2019 - Logging
MacSysAdmin Conference 2019 - Logging
 
Mastering Azure Functions
Mastering Azure FunctionsMastering Azure Functions
Mastering Azure Functions
 
Amazed by AWS Series #4
Amazed by AWS Series #4Amazed by AWS Series #4
Amazed by AWS Series #4
 
PyCon 2019 - A Snake in the Bits: Security Automation with Python
PyCon 2019 - A Snake in the Bits: Security Automation with PythonPyCon 2019 - A Snake in the Bits: Security Automation with Python
PyCon 2019 - A Snake in the Bits: Security Automation with Python
 
Full stack visibility with elastic, KubeCon 2017
Full stack visibility with elastic, KubeCon 2017Full stack visibility with elastic, KubeCon 2017
Full stack visibility with elastic, KubeCon 2017
 
Event machine
Event machineEvent machine
Event machine
 
[Struyf] Automate Your Tasks With Azure Functions
[Struyf] Automate Your Tasks With Azure Functions[Struyf] Automate Your Tasks With Azure Functions
[Struyf] Automate Your Tasks With Azure Functions
 
Intellias CQRS Framework
Intellias CQRS FrameworkIntellias CQRS Framework
Intellias CQRS Framework
 
Toyko azure meetup # 1 azure paa s overview
Toyko azure meetup # 1   azure paa s overviewToyko azure meetup # 1   azure paa s overview
Toyko azure meetup # 1 azure paa s overview
 
Scaling .net containers with event driven workloads
Scaling .net containers with event driven workloadsScaling .net containers with event driven workloads
Scaling .net containers with event driven workloads
 
Feedback on AWS re:invent 2016
Feedback on AWS re:invent 2016Feedback on AWS re:invent 2016
Feedback on AWS re:invent 2016
 
Feedback on AWS re:invent 2016
Feedback on AWS re:invent 2016Feedback on AWS re:invent 2016
Feedback on AWS re:invent 2016
 

More from Henry Stamerjohann

JamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
JamfNation Roadshow Frankfurt-2019 - Security & Business IntelligenceJamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
JamfNation Roadshow Frankfurt-2019 - Security & Business IntelligenceHenry Stamerjohann
 
Google Santa In-Depth - a macOS security & logging tool
Google Santa In-Depth - a macOS security & logging toolGoogle Santa In-Depth - a macOS security & logging tool
Google Santa In-Depth - a macOS security & logging toolHenry Stamerjohann
 
Building your macOS Baseline Requirements MacadUK 2018
Building your macOS Baseline Requirements MacadUK 2018Building your macOS Baseline Requirements MacadUK 2018
Building your macOS Baseline Requirements MacadUK 2018Henry Stamerjohann
 
Zentral presentation MacAdmins meetup Univ. Utah
Zentral presentation MacAdmins meetup Univ. Utah Zentral presentation MacAdmins meetup Univ. Utah
Zentral presentation MacAdmins meetup Univ. Utah Henry Stamerjohann
 
Zentral combine power of osquery_santa
Zentral combine power of osquery_santaZentral combine power of osquery_santa
Zentral combine power of osquery_santaHenry Stamerjohann
 
Ansible Meetup Hamburg / Quickstart
Ansible Meetup Hamburg / QuickstartAnsible Meetup Hamburg / Quickstart
Ansible Meetup Hamburg / QuickstartHenry Stamerjohann
 

More from Henry Stamerjohann (8)

JamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
JamfNation Roadshow Frankfurt-2019 - Security & Business IntelligenceJamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
JamfNation Roadshow Frankfurt-2019 - Security & Business Intelligence
 
Google Santa In-Depth - a macOS security & logging tool
Google Santa In-Depth - a macOS security & logging toolGoogle Santa In-Depth - a macOS security & logging tool
Google Santa In-Depth - a macOS security & logging tool
 
Building your macOS Baseline Requirements MacadUK 2018
Building your macOS Baseline Requirements MacadUK 2018Building your macOS Baseline Requirements MacadUK 2018
Building your macOS Baseline Requirements MacadUK 2018
 
Zentral london mac_ad_uk_2017
Zentral london mac_ad_uk_2017Zentral london mac_ad_uk_2017
Zentral london mac_ad_uk_2017
 
Zentral presentation MacAdmins meetup Univ. Utah
Zentral presentation MacAdmins meetup Univ. Utah Zentral presentation MacAdmins meetup Univ. Utah
Zentral presentation MacAdmins meetup Univ. Utah
 
Zentral combine power of osquery_santa
Zentral combine power of osquery_santaZentral combine power of osquery_santa
Zentral combine power of osquery_santa
 
Zentral macaduk conf 2016
Zentral macaduk conf 2016Zentral macaduk conf 2016
Zentral macaduk conf 2016
 
Ansible Meetup Hamburg / Quickstart
Ansible Meetup Hamburg / QuickstartAnsible Meetup Hamburg / Quickstart
Ansible Meetup Hamburg / Quickstart
 

Recently uploaded

Using DAX & Time-based Analysis in Data Warehouse
Using DAX & Time-based Analysis in Data WarehouseUsing DAX & Time-based Analysis in Data Warehouse
Using DAX & Time-based Analysis in Data WarehouseThinkInnovation
 
TCFPro24 Building Real-Time Generative AI Pipelines
TCFPro24 Building Real-Time Generative AI PipelinesTCFPro24 Building Real-Time Generative AI Pipelines
TCFPro24 Building Real-Time Generative AI PipelinesTimothy Spann
 
Neo4j_Jesus Barrasa_The Art of the Possible with Graph.pptx.pdf
Neo4j_Jesus Barrasa_The Art of the Possible with Graph.pptx.pdfNeo4j_Jesus Barrasa_The Art of the Possible with Graph.pptx.pdf
Neo4j_Jesus Barrasa_The Art of the Possible with Graph.pptx.pdfNeo4j
 
Unleashing Datas Potential - Mastering Precision with FCO-IM
Unleashing Datas Potential - Mastering Precision with FCO-IMUnleashing Datas Potential - Mastering Precision with FCO-IM
Unleashing Datas Potential - Mastering Precision with FCO-IMMarco Wobben
 
Paul Martin (Gartner) - Show Me the AI Money.pdf
Paul Martin (Gartner) - Show Me the AI Money.pdfPaul Martin (Gartner) - Show Me the AI Money.pdf
Paul Martin (Gartner) - Show Me the AI Money.pdfdcphostmaster
 
Deloitte+RedCross_Talk to your data with Knowledge-enriched Generative AI.ppt...
Deloitte+RedCross_Talk to your data with Knowledge-enriched Generative AI.ppt...Deloitte+RedCross_Talk to your data with Knowledge-enriched Generative AI.ppt...
Deloitte+RedCross_Talk to your data with Knowledge-enriched Generative AI.ppt...Neo4j
 
Microeconomic Group Presentation Apple.pdf
Microeconomic Group Presentation Apple.pdfMicroeconomic Group Presentation Apple.pdf
Microeconomic Group Presentation Apple.pdfmxlos0
 
PPT for Presiding Officer.pptxvvdffdfgggg
PPT for Presiding Officer.pptxvvdffdfggggPPT for Presiding Officer.pptxvvdffdfgggg
PPT for Presiding Officer.pptxvvdffdfggggbhadratanusenapati1
 
STOCK PRICE ANALYSIS Furkan Ali TASCI --.pptx
STOCK PRICE ANALYSIS  Furkan Ali TASCI --.pptxSTOCK PRICE ANALYSIS  Furkan Ali TASCI --.pptx
STOCK PRICE ANALYSIS Furkan Ali TASCI --.pptxFurkanTasci3
 
How to Build an Experimentation Culture for Data-Driven Product Development
How to Build an Experimentation Culture for Data-Driven Product DevelopmentHow to Build an Experimentation Culture for Data-Driven Product Development
How to Build an Experimentation Culture for Data-Driven Product DevelopmentAggregage
 
STOCK PRICE ANALYSIS Furkan Ali TASCI --.pptx
STOCK PRICE ANALYSIS  Furkan Ali TASCI --.pptxSTOCK PRICE ANALYSIS  Furkan Ali TASCI --.pptx
STOCK PRICE ANALYSIS Furkan Ali TASCI --.pptxFurkanTasci3
 
2024 Build Generative AI for Non-Profits
2024 Build Generative AI for Non-Profits2024 Build Generative AI for Non-Profits
2024 Build Generative AI for Non-ProfitsTimothy Spann
 
Bengaluru Tableau UG event- 2nd March 2024 Q1
Bengaluru Tableau UG event- 2nd March 2024 Q1Bengaluru Tableau UG event- 2nd March 2024 Q1
Bengaluru Tableau UG event- 2nd March 2024 Q1bengalurutug
 
Brain Tumor Detection with Machine Learning.pptx
Brain Tumor Detection with Machine Learning.pptxBrain Tumor Detection with Machine Learning.pptx
Brain Tumor Detection with Machine Learning.pptxShammiRai3
 
Stochastic Dynamic Programming and You.pptx
Stochastic Dynamic Programming and You.pptxStochastic Dynamic Programming and You.pptx
Stochastic Dynamic Programming and You.pptxjkmrshll88
 
Data Collection from Social Media Platforms
Data Collection from Social Media PlatformsData Collection from Social Media Platforms
Data Collection from Social Media PlatformsMahmoud Yasser
 
Data Analytics Fundamentals: data analytics types.potx
Data Analytics Fundamentals: data analytics types.potxData Analytics Fundamentals: data analytics types.potx
Data Analytics Fundamentals: data analytics types.potxEmmanuel Dauda
 
Air Con Energy Rating Info411 Presentation.pdf
Air Con Energy Rating Info411 Presentation.pdfAir Con Energy Rating Info411 Presentation.pdf
Air Con Energy Rating Info411 Presentation.pdfJasonBoboKyaw
 
Enabling GenAI Breakthroughs with Knowledge Graphs
Enabling GenAI Breakthroughs with Knowledge GraphsEnabling GenAI Breakthroughs with Knowledge Graphs
Enabling GenAI Breakthroughs with Knowledge GraphsNeo4j
 

Recently uploaded (20)

Using DAX & Time-based Analysis in Data Warehouse
Using DAX & Time-based Analysis in Data WarehouseUsing DAX & Time-based Analysis in Data Warehouse
Using DAX & Time-based Analysis in Data Warehouse
 
TCFPro24 Building Real-Time Generative AI Pipelines
TCFPro24 Building Real-Time Generative AI PipelinesTCFPro24 Building Real-Time Generative AI Pipelines
TCFPro24 Building Real-Time Generative AI Pipelines
 
Neo4j_Jesus Barrasa_The Art of the Possible with Graph.pptx.pdf
Neo4j_Jesus Barrasa_The Art of the Possible with Graph.pptx.pdfNeo4j_Jesus Barrasa_The Art of the Possible with Graph.pptx.pdf
Neo4j_Jesus Barrasa_The Art of the Possible with Graph.pptx.pdf
 
Unleashing Datas Potential - Mastering Precision with FCO-IM
Unleashing Datas Potential - Mastering Precision with FCO-IMUnleashing Datas Potential - Mastering Precision with FCO-IM
Unleashing Datas Potential - Mastering Precision with FCO-IM
 
Paul Martin (Gartner) - Show Me the AI Money.pdf
Paul Martin (Gartner) - Show Me the AI Money.pdfPaul Martin (Gartner) - Show Me the AI Money.pdf
Paul Martin (Gartner) - Show Me the AI Money.pdf
 
Deloitte+RedCross_Talk to your data with Knowledge-enriched Generative AI.ppt...
Deloitte+RedCross_Talk to your data with Knowledge-enriched Generative AI.ppt...Deloitte+RedCross_Talk to your data with Knowledge-enriched Generative AI.ppt...
Deloitte+RedCross_Talk to your data with Knowledge-enriched Generative AI.ppt...
 
Microeconomic Group Presentation Apple.pdf
Microeconomic Group Presentation Apple.pdfMicroeconomic Group Presentation Apple.pdf
Microeconomic Group Presentation Apple.pdf
 
PPT for Presiding Officer.pptxvvdffdfgggg
PPT for Presiding Officer.pptxvvdffdfggggPPT for Presiding Officer.pptxvvdffdfgggg
PPT for Presiding Officer.pptxvvdffdfgggg
 
STOCK PRICE ANALYSIS Furkan Ali TASCI --.pptx
STOCK PRICE ANALYSIS  Furkan Ali TASCI --.pptxSTOCK PRICE ANALYSIS  Furkan Ali TASCI --.pptx
STOCK PRICE ANALYSIS Furkan Ali TASCI --.pptx
 
How to Build an Experimentation Culture for Data-Driven Product Development
How to Build an Experimentation Culture for Data-Driven Product DevelopmentHow to Build an Experimentation Culture for Data-Driven Product Development
How to Build an Experimentation Culture for Data-Driven Product Development
 
STOCK PRICE ANALYSIS Furkan Ali TASCI --.pptx
STOCK PRICE ANALYSIS  Furkan Ali TASCI --.pptxSTOCK PRICE ANALYSIS  Furkan Ali TASCI --.pptx
STOCK PRICE ANALYSIS Furkan Ali TASCI --.pptx
 
2024 Build Generative AI for Non-Profits
2024 Build Generative AI for Non-Profits2024 Build Generative AI for Non-Profits
2024 Build Generative AI for Non-Profits
 
Bengaluru Tableau UG event- 2nd March 2024 Q1
Bengaluru Tableau UG event- 2nd March 2024 Q1Bengaluru Tableau UG event- 2nd March 2024 Q1
Bengaluru Tableau UG event- 2nd March 2024 Q1
 
Brain Tumor Detection with Machine Learning.pptx
Brain Tumor Detection with Machine Learning.pptxBrain Tumor Detection with Machine Learning.pptx
Brain Tumor Detection with Machine Learning.pptx
 
Stochastic Dynamic Programming and You.pptx
Stochastic Dynamic Programming and You.pptxStochastic Dynamic Programming and You.pptx
Stochastic Dynamic Programming and You.pptx
 
Data Collection from Social Media Platforms
Data Collection from Social Media PlatformsData Collection from Social Media Platforms
Data Collection from Social Media Platforms
 
Data Analytics Fundamentals: data analytics types.potx
Data Analytics Fundamentals: data analytics types.potxData Analytics Fundamentals: data analytics types.potx
Data Analytics Fundamentals: data analytics types.potx
 
Air Con Energy Rating Info411 Presentation.pdf
Air Con Energy Rating Info411 Presentation.pdfAir Con Energy Rating Info411 Presentation.pdf
Air Con Energy Rating Info411 Presentation.pdf
 
Target_Company_Data_breach_2013_110million
Target_Company_Data_breach_2013_110millionTarget_Company_Data_breach_2013_110million
Target_Company_Data_breach_2013_110million
 
Enabling GenAI Breakthroughs with Knowledge Graphs
Enabling GenAI Breakthroughs with Knowledge GraphsEnabling GenAI Breakthroughs with Knowledge Graphs
Enabling GenAI Breakthroughs with Knowledge Graphs
 

Zentral QueryCon 2018