SlideShare ist ein Scribd-Unternehmen logo
1 von 21
Downloaden Sie, um offline zu lesen
October 7, 2019
Lessons From A Cellist
(Or, what product people can learn from user research)
Conor Walsh (me!)
Senior PM @ Duolingo
The Problem
Our Process
Learnings
Agenda
The Problem
Stories Usage: Jan-Aug ‘18
Duolingo Stories
Bigger than DAUs
Challenges
- Declining usage
- Flat or declining D1, D7, D14 retention rates
- Legacy of past experiments
- Lack of direction
- Resource constraints
- Testing culture
- Management concerns and pressure
Our Process
The Plan of Attack
User interviews
Usability testing
Identify key pain points
Prioritize and execute
- Active + Churned
- All Courses
- Open-ended interviews
- Validate
User Interviews
Let your users teach you!
“Duolingo is like practicing scales;
Stories is like sight reading”
Insight:
- Amy Domingues, Stories User
Pain Point Impact
Stories content doesn’t connect with a course High
Hard to use Stories on your phone High
Stories don’t match ability High
Users can’t practice the words they’ve learned Medium - High
Users don’t realize there are hints Medium
Users don’t realize how long a story is Medium
Stories not engaging Medium
Hard to revisit or review a story Medium
Users can’t participate in a story Medium
So many changes!
● Stories on mobile
● New onboarding
● Content gating
● Listen-only mode
● Review mode
● Course-aligned stories
● A1 and A2 stories
Product Changes Content Changes
Lessons from a Cellist (or, what product people can learn from user research)
Stories Usage: Aug ‘18 - Sep ‘19
Stories Usage: Jan-Aug ‘18
Stories Usage: Jan ‘18 - Sep ‘19
Stories Usage: Jan ‘18 - Sep ‘19
Learnings
The TL;DR
Invest in understanding your users
Understand your ah-ha moment
Prioritize ruthlessly and realistically
AB tests are only as good as your product sense
Questions?

Weitere ähnliche Inhalte

Ähnlich wie Lessons from a Cellist (or, what product people can learn from user research)

Putting the Learner First - Adult Characteristics in the Online Environment
Putting the Learner First - Adult Characteristics in the Online EnvironmentPutting the Learner First - Adult Characteristics in the Online Environment
Putting the Learner First - Adult Characteristics in the Online EnvironmentD2L
 
A Research On Safe Environment Essay
A Research On Safe Environment EssayA Research On Safe Environment Essay
A Research On Safe Environment EssayMariana Arnold
 
Creating Personas – A guide, not a template
Creating Personas – A guide, not a templateCreating Personas – A guide, not a template
Creating Personas – A guide, not a templateBen Ralph
 
Understanding Transformation and Linking Technology to Student Learning
Understanding Transformation and Linking Technology to Student LearningUnderstanding Transformation and Linking Technology to Student Learning
Understanding Transformation and Linking Technology to Student LearningTherese Jilek
 
SWOT ANALYSIS by Vinita Joshi, G.S.K.V Sec-16 Rohini Delhi.pdf
SWOT ANALYSIS by Vinita Joshi, G.S.K.V Sec-16 Rohini Delhi.pdfSWOT ANALYSIS by Vinita Joshi, G.S.K.V Sec-16 Rohini Delhi.pdf
SWOT ANALYSIS by Vinita Joshi, G.S.K.V Sec-16 Rohini Delhi.pdfDirectorate of Education Delhi
 
G7 module 12-q4_07022021 (1)
G7 module 12-q4_07022021 (1)G7 module 12-q4_07022021 (1)
G7 module 12-q4_07022021 (1)CarolLizardo1
 
Li Ow Workshop 26 02 10
Li Ow Workshop 26 02 10Li Ow Workshop 26 02 10
Li Ow Workshop 26 02 10grainne
 
36 iPads, 1 Faculty, 101 ideas
36 iPads, 1 Faculty, 101 ideas36 iPads, 1 Faculty, 101 ideas
36 iPads, 1 Faculty, 101 ideasChris McEwan
 
Sally Brown 2008
Sally Brown 2008Sally Brown 2008
Sally Brown 2008Diana Quinn
 
Choose your own adventure - Using live feedback to place learning back into t...
Choose your own adventure - Using live feedback to place learning back into t...Choose your own adventure - Using live feedback to place learning back into t...
Choose your own adventure - Using live feedback to place learning back into t...Danny Liu
 
3.25 - collaboration pd.pptx
3.25 - collaboration pd.pptx3.25 - collaboration pd.pptx
3.25 - collaboration pd.pptxjerryjun1
 
propaganda techniques ppt.pptx
propaganda techniques ppt.pptxpropaganda techniques ppt.pptx
propaganda techniques ppt.pptxJeanibabePanag1
 
Dales cone of_experience
Dales cone of_experienceDales cone of_experience
Dales cone of_experienceArneyo
 
Dales cone of_experience
Dales cone of_experienceDales cone of_experience
Dales cone of_experienceArneyo
 
Can HungerMiss King's3rd grade class
Can HungerMiss King's3rd grade classCan HungerMiss King's3rd grade class
Can HungerMiss King's3rd grade classhmking
 
Formative Evaluation for Educational Product Development
Formative Evaluation for Educational Product DevelopmentFormative Evaluation for Educational Product Development
Formative Evaluation for Educational Product DevelopmentVanessa Gennarelli
 
INSET 2021-2022 by me.pptx
INSET 2021-2022 by me.pptxINSET 2021-2022 by me.pptx
INSET 2021-2022 by me.pptxMichelle Cortez
 

Ähnlich wie Lessons from a Cellist (or, what product people can learn from user research) (20)

Putting the Learner First - Adult Characteristics in the Online Environment
Putting the Learner First - Adult Characteristics in the Online EnvironmentPutting the Learner First - Adult Characteristics in the Online Environment
Putting the Learner First - Adult Characteristics in the Online Environment
 
A Research On Safe Environment Essay
A Research On Safe Environment EssayA Research On Safe Environment Essay
A Research On Safe Environment Essay
 
Creating Personas – A guide, not a template
Creating Personas – A guide, not a templateCreating Personas – A guide, not a template
Creating Personas – A guide, not a template
 
Understanding Transformation and Linking Technology to Student Learning
Understanding Transformation and Linking Technology to Student LearningUnderstanding Transformation and Linking Technology to Student Learning
Understanding Transformation and Linking Technology to Student Learning
 
DeepaSWOTAnalysis.pdf
DeepaSWOTAnalysis.pdfDeepaSWOTAnalysis.pdf
DeepaSWOTAnalysis.pdf
 
SWOT ANALYSIS by Vinita Joshi, G.S.K.V Sec-16 Rohini Delhi.pdf
SWOT ANALYSIS by Vinita Joshi, G.S.K.V Sec-16 Rohini Delhi.pdfSWOT ANALYSIS by Vinita Joshi, G.S.K.V Sec-16 Rohini Delhi.pdf
SWOT ANALYSIS by Vinita Joshi, G.S.K.V Sec-16 Rohini Delhi.pdf
 
G7 module 12-q4_07022021 (1)
G7 module 12-q4_07022021 (1)G7 module 12-q4_07022021 (1)
G7 module 12-q4_07022021 (1)
 
Teaching methods
Teaching methodsTeaching methods
Teaching methods
 
Li Ow Workshop 26 02 10
Li Ow Workshop 26 02 10Li Ow Workshop 26 02 10
Li Ow Workshop 26 02 10
 
36 iPads, 1 Faculty, 101 ideas
36 iPads, 1 Faculty, 101 ideas36 iPads, 1 Faculty, 101 ideas
36 iPads, 1 Faculty, 101 ideas
 
Sally Brown 2008
Sally Brown 2008Sally Brown 2008
Sally Brown 2008
 
Choose your own adventure - Using live feedback to place learning back into t...
Choose your own adventure - Using live feedback to place learning back into t...Choose your own adventure - Using live feedback to place learning back into t...
Choose your own adventure - Using live feedback to place learning back into t...
 
3.25 - collaboration pd.pptx
3.25 - collaboration pd.pptx3.25 - collaboration pd.pptx
3.25 - collaboration pd.pptx
 
propaganda techniques ppt.pptx
propaganda techniques ppt.pptxpropaganda techniques ppt.pptx
propaganda techniques ppt.pptx
 
Dales cone of_experience
Dales cone of_experienceDales cone of_experience
Dales cone of_experience
 
Dales cone of_experience
Dales cone of_experienceDales cone of_experience
Dales cone of_experience
 
Can HungerMiss King's3rd grade class
Can HungerMiss King's3rd grade classCan HungerMiss King's3rd grade class
Can HungerMiss King's3rd grade class
 
Formative Evaluation for Educational Product Development
Formative Evaluation for Educational Product DevelopmentFormative Evaluation for Educational Product Development
Formative Evaluation for Educational Product Development
 
INSET 2021-2022 by me.pptx
INSET 2021-2022 by me.pptxINSET 2021-2022 by me.pptx
INSET 2021-2022 by me.pptx
 
Outstanding teaching techniques
Outstanding teaching techniquesOutstanding teaching techniques
Outstanding teaching techniques
 

Mehr von UXDXConf

Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...UXDXConf
 
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023UXDXConf
 
Leveling Up Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
Leveling Up  Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...Leveling Up  Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
Leveling Up Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...UXDXConf
 
Continuous-Research_Mike Brown_UXDX_ EMEA_2023
Continuous-Research_Mike Brown_UXDX_ EMEA_2023Continuous-Research_Mike Brown_UXDX_ EMEA_2023
Continuous-Research_Mike Brown_UXDX_ EMEA_2023UXDXConf
 
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...UXDXConf
 
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...UXDXConf
 
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023UXDXConf
 
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...UXDXConf
 
Operational Evolution_ Harnessing Design for Internal Business Transformation...
Operational Evolution_ Harnessing Design for Internal Business Transformation...Operational Evolution_ Harnessing Design for Internal Business Transformation...
Operational Evolution_ Harnessing Design for Internal Business Transformation...UXDXConf
 
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...UXDXConf
 
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023UXDXConf
 
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023UXDXConf
 
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...UXDXConf
 
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023UXDXConf
 
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...UXDXConf
 
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023UXDXConf
 
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023UXDXConf
 
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023UXDXConf
 
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...UXDXConf
 
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023UXDXConf
 

Mehr von UXDXConf (20)

Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
Breaking Silos_The Shift from a Software Delivery to a Product Development Mi...
 
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
How Intercom built ‘Fin’, a GPT-4 powered chatbot_Fergal Reid_UXDX_EMEA_2023
 
Leveling Up Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
Leveling Up  Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...Leveling Up  Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
Leveling Up Design Maturity in a Large-Scale Organisation_ Daniel Heaslip_ U...
 
Continuous-Research_Mike Brown_UXDX_ EMEA_2023
Continuous-Research_Mike Brown_UXDX_ EMEA_2023Continuous-Research_Mike Brown_UXDX_ EMEA_2023
Continuous-Research_Mike Brown_UXDX_ EMEA_2023
 
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
Crafting Digital Products for Connected Appliances and Other Stories_ Alexis ...
 
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
Integrating AI _King's journey of Technology Transformation_Steven Collins_ U...
 
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
Seamless UX: Invisible Transactions_Sudev Balakrishan_UXDX_EMEA_2023
 
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
Roadmaps Unveiled_ Lessons from successes, failures and the crucial role of s...
 
Operational Evolution_ Harnessing Design for Internal Business Transformation...
Operational Evolution_ Harnessing Design for Internal Business Transformation...Operational Evolution_ Harnessing Design for Internal Business Transformation...
Operational Evolution_ Harnessing Design for Internal Business Transformation...
 
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
Design Delivery Principles, Accelerating Product Delivery Outcomes in a Compl...
 
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
Innovation Without Adoption Is Meaningless_ Rhiannon White_ UXDX_ EMEA_2023
 
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
Learning Balanced Leadership with Horses_Martina Hodges-Schell_ UXDX_ EMEA_2023
 
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
An Unexpected Approach to Design: Uncovering Hidden Parallels With Writing St...
 
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
Embracing Uncertainty in Product Delivery_ Martin Reilly_ UXDX_ EMEA_2023
 
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
Embracing Career Pivots, Navigating Change, and Building a Motivated Remote T...
 
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
Uncharted waters of design leadership_ Anderson Gomes_ UXDX_ EMEA_ 2023
 
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
Enhancing the Impact of User Research_ Fahad Osmani_ UXDX_EMEA_2023
 
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
How to Know Enough to Know You Don't Know_ Shilpi Sinha_UXDX_EMEA_2023
 
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
Lessons Learned From Our Accessibility-First Approach to Data Visualisation- ...
 
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
Fostering a customer-centric culture at an enterprise_UXDX_EMEA_2023
 

Kürzlich hochgeladen

20230202 - Introduction to tis-py
20230202 - Introduction to tis-py20230202 - Introduction to tis-py
20230202 - Introduction to tis-pyJamie (Taka) Wang
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfAijun Zhang
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdfPedro Manuel
 
COMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a WebsiteCOMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a Websitedgelyza
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarPrecisely
 
Linked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesLinked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesDavid Newbury
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...Aggregage
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemAsko Soukka
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024SkyPlanner
 
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration WorkflowsIgniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration WorkflowsSafe Software
 
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IES VE
 
Secure your environment with UiPath and CyberArk technologies - Session 1
Secure your environment with UiPath and CyberArk technologies - Session 1Secure your environment with UiPath and CyberArk technologies - Session 1
Secure your environment with UiPath and CyberArk technologies - Session 1DianaGray10
 
How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?IES VE
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxMatsuo Lab
 
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfUiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfDianaGray10
 
Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.YounusS2
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPathCommunity
 
Videogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfVideogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfinfogdgmi
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxGDSC PJATK
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7DianaGray10
 

Kürzlich hochgeladen (20)

20230202 - Introduction to tis-py
20230202 - Introduction to tis-py20230202 - Introduction to tis-py
20230202 - Introduction to tis-py
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdf
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdf
 
COMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a WebsiteCOMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a Website
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity Webinar
 
Linked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond OntologiesLinked Data in Production: Moving Beyond Ontologies
Linked Data in Production: Moving Beyond Ontologies
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
 
Bird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystemBird eye's view on Camunda open source ecosystem
Bird eye's view on Camunda open source ecosystem
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024
 
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration WorkflowsIgniting Next Level Productivity with AI-Infused Data Integration Workflows
Igniting Next Level Productivity with AI-Infused Data Integration Workflows
 
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
IESVE Software for Florida Code Compliance Using ASHRAE 90.1-2019
 
Secure your environment with UiPath and CyberArk technologies - Session 1
Secure your environment with UiPath and CyberArk technologies - Session 1Secure your environment with UiPath and CyberArk technologies - Session 1
Secure your environment with UiPath and CyberArk technologies - Session 1
 
How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptx
 
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfUiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
 
Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.Basic Building Blocks of Internet of Things.
Basic Building Blocks of Internet of Things.
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation Developers
 
Videogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfVideogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdf
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptx
 
UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7UiPath Studio Web workshop series - Day 7
UiPath Studio Web workshop series - Day 7
 

Lessons from a Cellist (or, what product people can learn from user research)