SlideShare a Scribd company logo

Data and AI reference architecture

Willy Marroquin (WillyDevNET), profile picture
Willy Marroquin (WillyDevNET)

This document discusses IBM's reference architecture for data and AI. It provides guidance on designing systems that use AI and analyze large amounts of data. The reference architecture covers strategies for collecting, storing, processing and analyzing data at large scales using technologies like Apache Spark, Hadoop and containers. It is intended to help organizations build systems that extract insights from data.

Engineering
1 of 2
Downloaded 19 times
1
2
Most read
Data and AI reference architecture IBM Cloud Architecture Center
IBM Edge Computing for Servers IBM Cloud Architecture Center

More Related Content

PPTX
The New Cloud World Order Is FinOps (Slideshow)
codyslingerland1
 
PPTX
Azure ML Studio
Vikas Sinha
 
PDF
A comprehensive guide to Agentic AI Systems
Debmalya Biswas
 
PPT
Health and wellness
Getwell Groups
 
PDF
IT4IT real life examples & myths and rumors dispelled
Tony Price
 
PPTX
Define an EA Operating Model
Info-Tech Research Group
 
PDF
ITIL 4 service value chain data flows (input and outputs)
Rob Akershoek
 
PDF
Snowflake for Data Engineering
Harald Erb
 
The New Cloud World Order Is FinOps (Slideshow)
codyslingerland1
 
Azure ML Studio
Vikas Sinha
 
A comprehensive guide to Agentic AI Systems
Debmalya Biswas
 
Health and wellness
Getwell Groups
 
IT4IT real life examples & myths and rumors dispelled
Tony Price
 
Define an EA Operating Model
Info-Tech Research Group
 
ITIL 4 service value chain data flows (input and outputs)
Rob Akershoek
 
Snowflake for Data Engineering
Harald Erb
 

What's hot (20)

PDF
Lessons in Data Modeling: Data Modeling & MDM
DATAVERSITY
 
PDF
2023 Trends in Enterprise Analytics
DATAVERSITY
 
PDF
Time to Talk about Data Mesh
LibbySchulze
 
PPTX
DW Migration Webinar-March 2022.pptx
Databricks
 
PDF
Enterprise Architecture vs. Data Architecture
DATAVERSITY
 
PPTX
Best Practices in DataOps: How to Create Agile, Automated Data Pipelines
Eric Kavanagh
 
PDF
The Role of Data Governance in a Data Strategy
DATAVERSITY
 
PPTX
Big data architectures and the data lake
James Serra
 
PDF
Inawsidom - Data Journey
PhilipBasford
 
PPTX
Data Lakehouse, Data Mesh, and Data Fabric (r1)
James Serra
 
PDF
Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...
DATAVERSITY
 
PDF
Enabling a Data Mesh Architecture with Data Virtualization
Denodo
 
PDF
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
DATAVERSITY
 
PDF
Data Modeling Fundamentals
DATAVERSITY
 
PDF
Building a Data Strategy – Practical Steps for Aligning with Business Goals
DATAVERSITY
 
PDF
Enterprise Architecture vs. Data Architecture
DATAVERSITY
 
PDF
BI Consultancy - Data, Analytics and Strategy
Shivam Dhawan
 
PDF
Data Catalogs Are the Answer – What is the Question?
DATAVERSITY
 
PDF
Graph Databases – Benefits and Risks
DATAVERSITY
 
PDF
Data Catalog for Better Data Discovery and Governance
Denodo
 
Lessons in Data Modeling: Data Modeling & MDM
DATAVERSITY
 
2023 Trends in Enterprise Analytics
DATAVERSITY
 
Time to Talk about Data Mesh
LibbySchulze
 
DW Migration Webinar-March 2022.pptx
Databricks
 
Enterprise Architecture vs. Data Architecture
DATAVERSITY
 
Best Practices in DataOps: How to Create Agile, Automated Data Pipelines
Eric Kavanagh
 
The Role of Data Governance in a Data Strategy
DATAVERSITY
 
Big data architectures and the data lake
James Serra
 
Inawsidom - Data Journey
PhilipBasford
 
Data Lakehouse, Data Mesh, and Data Fabric (r1)
James Serra
 
Data Architecture Strategies: Building an Enterprise Data Strategy – Where to...
DATAVERSITY
 
Enabling a Data Mesh Architecture with Data Virtualization
Denodo
 
Data Architecture, Solution Architecture, Platform Architecture — What’s the ...
DATAVERSITY
 
Data Modeling Fundamentals
DATAVERSITY
 
Building a Data Strategy – Practical Steps for Aligning with Business Goals
DATAVERSITY
 
Enterprise Architecture vs. Data Architecture
DATAVERSITY
 
BI Consultancy - Data, Analytics and Strategy
Shivam Dhawan
 
Data Catalogs Are the Answer – What is the Question?
DATAVERSITY
 
Graph Databases – Benefits and Risks
DATAVERSITY
 
Data Catalog for Better Data Discovery and Governance
Denodo
 
Ad

More from Willy Marroquin (WillyDevNET) (20)

PDF
Governance in the Age of Generative AI: A 360º Approach for Resilient Pol...
Willy Marroquin (WillyDevNET)
 
PDF
Marco Ético para implementación de IA en Colombia
Willy Marroquin (WillyDevNET)
 
PDF
Microsoft AI Transformation Partner Playbook.pdf
Willy Marroquin (WillyDevNET)
 
PDF
World Economic Forum : The Global Risks Report 2024
Willy Marroquin (WillyDevNET)
 
PDF
Language Is Not All You Need: Aligning Perception with Language Models
Willy Marroquin (WillyDevNET)
 
PDF
Real Time Speech Enhancement in the Waveform Domain
Willy Marroquin (WillyDevNET)
 
PDF
Inteligencia artificial y crecimiento económico. Oportunidades y desafíos par...
Willy Marroquin (WillyDevNET)
 
PDF
An Artificial Neuron Implemented on an Actual Quantum Processor
Willy Marroquin (WillyDevNET)
 
PDF
ENFERMEDAD DE ALZHEIMER PRESENTE TERAP...UTICO Y RETOS FUTUROS
Willy Marroquin (WillyDevNET)
 
PDF
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and...
Willy Marroquin (WillyDevNET)
 
PDF
TowardsDeepLearningModelsforPsychological StatePredictionusingSmartphoneData:...
Willy Marroquin (WillyDevNET)
 
PDF
Deep learning-approach
Willy Marroquin (WillyDevNET)
 
PDF
WEF new vision for education
Willy Marroquin (WillyDevNET)
 
PDF
El futuro del trabajo perspectivas regionales
Willy Marroquin (WillyDevNET)
 
PDF
ASIA Y EL NUEVO (DES)ORDEN MUNDIAL
Willy Marroquin (WillyDevNET)
 
PDF
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection
Willy Marroquin (WillyDevNET)
 
PDF
FOR A MEANINGFUL ARTIFICIAL INTELLIGENCE TOWARDS A FRENCH AND EUROPEAN ST...
Willy Marroquin (WillyDevNET)
 
PDF
When Will AI Exceed Human Performance? Evidence from AI Experts
Willy Marroquin (WillyDevNET)
 
PDF
Microsoft AI Platform Whitepaper
Willy Marroquin (WillyDevNET)
 
PDF
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Ad...
Willy Marroquin (WillyDevNET)
 
Governance in the Age of Generative AI: A 360º Approach for Resilient Pol...
Willy Marroquin (WillyDevNET)
 
Marco Ético para implementación de IA en Colombia
Willy Marroquin (WillyDevNET)
 
Microsoft AI Transformation Partner Playbook.pdf
Willy Marroquin (WillyDevNET)
 
World Economic Forum : The Global Risks Report 2024
Willy Marroquin (WillyDevNET)
 
Language Is Not All You Need: Aligning Perception with Language Models
Willy Marroquin (WillyDevNET)
 
Real Time Speech Enhancement in the Waveform Domain
Willy Marroquin (WillyDevNET)
 
Inteligencia artificial y crecimiento económico. Oportunidades y desafíos par...
Willy Marroquin (WillyDevNET)
 
An Artificial Neuron Implemented on an Actual Quantum Processor
Willy Marroquin (WillyDevNET)
 
ENFERMEDAD DE ALZHEIMER PRESENTE TERAP...UTICO Y RETOS FUTUROS
Willy Marroquin (WillyDevNET)
 
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and...
Willy Marroquin (WillyDevNET)
 
TowardsDeepLearningModelsforPsychological StatePredictionusingSmartphoneData:...
Willy Marroquin (WillyDevNET)
 
Deep learning-approach
Willy Marroquin (WillyDevNET)
 
WEF new vision for education
Willy Marroquin (WillyDevNET)
 
El futuro del trabajo perspectivas regionales
Willy Marroquin (WillyDevNET)
 
ASIA Y EL NUEVO (DES)ORDEN MUNDIAL
Willy Marroquin (WillyDevNET)
 
DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection
Willy Marroquin (WillyDevNET)
 
FOR A MEANINGFUL ARTIFICIAL INTELLIGENCE TOWARDS A FRENCH AND EUROPEAN ST...
Willy Marroquin (WillyDevNET)
 
When Will AI Exceed Human Performance? Evidence from AI Experts
Willy Marroquin (WillyDevNET)
 
Microsoft AI Platform Whitepaper
Willy Marroquin (WillyDevNET)
 
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Ad...
Willy Marroquin (WillyDevNET)
 
Ad

Recently uploaded (20)

DOCX
ASol_English-Language-Literature-Set-1-27-02-2023-converted.docx
AYUSHMANAV
 
PPTX
CH1 Production IntroductoryConcepts.pptx
RacemMellouli1
 
PPTX
OOP with Java - Java Introduction (Basics)
Rashmi T V
 
PPTX
CARTOGRAPHY AND GEOINFORMATION VISUALIZATION chapter1 NPTE (2).pptx
abhi1361yadav
 
PDF
Model Code of Practice - Construction Work - 21102022 .pdf
AinieButt1
 
PPTX
Foundation to blockchain - A guide to Blockchain Tech
Davies Chacko
 
PPTX
bas. eng. economics group 4 presentation 1.pptx
kiribakimoses1993
 
PDF
Operating System & Kernel Study Guide-1 - converted.pdf
mranoninvisib16
 
PPT
Mechanical Engineering MATERIALS Selection
arsalanahmad705384
 
PDF
keyrequirementskkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkk
mojeeburahmanwardak
 
PDF
BMEC211 - INTRODUCTION TO MECHATRONICS-1.pdf
ryankakungu
 
PPTX
Recipes for Real Time Voice AI WebRTC, SLMs and Open Source Software.pptx
Alberto González Trastoy
 
PPTX
KTU 2019 -S7-MCN 401 MODULE 2-VINAY.pptx
VinayB68
 
PPTX
Infosys Presentation by1.Riyan Bagwan 2.Samadhan Naiknavare 3.Gaurav Shinde 4...
bapushinde7218
 
PDF
Mitigating Risks through Effective Management for Enhancing Organizational Pe...
IJAEMSJORNAL
 
PDF
Arduino robotics embedded978-1-4302-3184-4.pdf
AbdullahEmam4
 
PDF
Embodied AI: Ushering in the Next Era of Intelligent Systems
Yu Huang
 
PDF
PRIZ Academy - 9 Windows Thinking Where to Invest Today to Win Tomorrow.pdf
PRIZ Guru
 
PPTX
UNIT-1 - COAL BASED THERMAL POWER PLANTS
Chandra Kumar S
 
PDF
SM_6th-Sem__Cse_Internet-of-Things.pdf IOT
smceramu
 
ASol_English-Language-Literature-Set-1-27-02-2023-converted.docx
AYUSHMANAV
 
CH1 Production IntroductoryConcepts.pptx
RacemMellouli1
 
OOP with Java - Java Introduction (Basics)
Rashmi T V
 
CARTOGRAPHY AND GEOINFORMATION VISUALIZATION chapter1 NPTE (2).pptx
abhi1361yadav
 
Model Code of Practice - Construction Work - 21102022 .pdf
AinieButt1
 
Foundation to blockchain - A guide to Blockchain Tech
Davies Chacko
 
bas. eng. economics group 4 presentation 1.pptx
kiribakimoses1993
 
Operating System & Kernel Study Guide-1 - converted.pdf
mranoninvisib16
 
Mechanical Engineering MATERIALS Selection
arsalanahmad705384
 
keyrequirementskkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkk
mojeeburahmanwardak
 
BMEC211 - INTRODUCTION TO MECHATRONICS-1.pdf
ryankakungu
 
Recipes for Real Time Voice AI WebRTC, SLMs and Open Source Software.pptx
Alberto González Trastoy
 
KTU 2019 -S7-MCN 401 MODULE 2-VINAY.pptx
VinayB68
 
Infosys Presentation by1.Riyan Bagwan 2.Samadhan Naiknavare 3.Gaurav Shinde 4...
bapushinde7218
 
Mitigating Risks through Effective Management for Enhancing Organizational Pe...
IJAEMSJORNAL
 
Arduino robotics embedded978-1-4302-3184-4.pdf
AbdullahEmam4
 
Embodied AI: Ushering in the Next Era of Intelligent Systems
Yu Huang
 
PRIZ Academy - 9 Windows Thinking Where to Invest Today to Win Tomorrow.pdf
PRIZ Guru
 
UNIT-1 - COAL BASED THERMAL POWER PLANTS
Chandra Kumar S
 
SM_6th-Sem__Cse_Internet-of-Things.pdf IOT
smceramu
 

Data and AI reference architecture