| layout | title | subtitle | abstract | date | time | pptx | potx | docx | pdfnotes | ipynb | author | venue | transition | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
talk |
Data First Culture |
Post-Digital Transformation and Intellectual Debt |
Digital transformation has offered the promise of moving from a manual decision-making world to a world where decisions can be rational, data-driven and automated. The first step to digital transformation is mapping the world of atoms (material, customers, logistic networks) into the world of bits. But the real challenges may start once this is complete. In this talk we introduce the notion of 'post digital transformation': the challenges of doing business in a digital world.
|
2022-11-10 |
9:00 |
false |
../_includes/judge-reference.potx |
false |
false |
true |
|
Advanced Leadership Programme, Judge Business School, Cambridge |
None |
\include{_ai/includes/henry-ford-intro.md}
\section{Introduction}
\slides{\aligncenter{\neilLawrencePicture{20%}} \aligncenter{Neil Lawrence} \aligncenter{Professor of Machine Learning}}
\include{_notebooks/includes/notebook-setup.md}
\include{_data-science/includes/gartner-hype-cycle-ai-bd-dm-dl-ml.md}
\include{_ml/includes/what-is-ml.md}
\include{_ai/includes/ai-vs-data-science-2.md}
\newslide{Exercise: Score Yourself}
\slides{* I am a data science:
- follower (no visibility/influence)
- some visibilty/influence
- visibility and some influence
- leader (lead on data and AI developments)}
\section{Intellectual Debt}
\figure{\includepng{\diagramsDir/ai/2020-02-12-intellectual-debt}{70%}}{Jonathan Zittrain's term to describe the challenges of explanation that come with AI is Intellectual Debt.}{intellectual-debt}
\include{_ai/includes/embodiment-factors-celsius.md}
\include{_ai/includes/conversation-tedx.md} \include{_data-science/includes/evolved-relationship.md}
\include{_data-science/includes/lies-damned-lies.md} \include{_ai/includes/heider-simmel.md}
\include{_ai/includes/conversation-computer.md}
\include{_data-science/includes/big-data-paradox.md} \include{_data-science/includes/big-model-paradox.md} \include{_psychology/includes/selective-attention-bias.md} \include{_data-science/includes/data-inattention-bias.md} \include{_business/includes/gorilla-conclusion.md}
\reading
\thanks
\refernces