Akin Osman Kazakci

30 Abonné

Most people still thinks NPD=Innovation, unable to recognise the huge transformation the industry is going through. What matters is developing new “types” of products, creating new markets where you sit comfortably as “the” leader. The question is … What kind of organisational processes would enable a company to repeat that systematically? Our group at Mines ParisTech has assisted French industry for two decades in transitioning towards the new regime. Valuable insights have been gained from cross-industrial interventions. Among other contributions, that has led to a renewal of Design Theory. Design is a transcending notion that is bound to impact cognitive science, artificial intelligenc...

machine learning data science design theory design big data digital transformation design thinking computational creativity creativity business deep learning analytics ramp artificial intelligence generative art innovation higgsml challenge innovative design operations research digital strategy change management data representation learning naive bayes autoencoders deep generative models business process design collaborative analytics business process scikit-learn value value exploration value building value search generative problem solving herbert simon mnist generativity deeplearning crowdsourcing sklearn python high energy physics higgs kcp workshops atlas experiment particle physics brainstorming

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Akin Osman Kazakci

Présentations

Innovative design methods for data science - beyond brainstorming

Innovative Design Workshop - HiggsML and beyond (Machine Learning in Particle Physics)

Data science as a new frontier for design.

A data science observatory based on RAMP - rapid analytics and model prototyping

Creativity through deep learning

Introduction to search and optimisation for the design theorist

Creating new classes of objects with deep generative neural nets

Data Science for Business Managers - Trends and Evolutions

Data Science for Business Managers - The bare minimum a manager should know

Data Science for Business Managers - An intro to ROI for predictive analytics

Value of Data Science

Learning, Representations, Generative modelling

Transformation digitale par l'IA et la valorisation des données

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RAMP: Collaborative challenge with code submission

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The Paris-Saclay Center for Data Science