人工智能改变个人护理行业的十种方式.pdf

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1、10 ways AI is changing the 10 ways AI is changing the personal care industrypersonal care industryWHO IS USING AI IN THEIR JOB?2INTRODUCTIONINTRODUCTION3INTRODUCTIONINTRODUCTIONHERE ARE THE 3 THINGS I WANT YOU TO REMEMBER.WHAT SKILLS WHAT SKILLS TO NURTURETO NURTUREHOW TO USE HOW TO USE AIAIHOW AI H

2、OW AI WORKSWORKS4INTRODUCTIONINTRODUCTION201720182019202120232025AI Strategy in Pharma&Manufacturing Monitor DeloitteDeloitte Switzerland IoT Lab LeadLaunch of Clariants First Digital FormulatorFounded Covalo,the worlds largest ingredient platformAI Collaboration with ETH&EPFLFirst LLM search and do

3、cument extraction modelAI recommendation engine for sustainable alternatives2024WHAT IS MY EXPERIENCEWITH AI?FEATURED IN5INTRODUCTIONINTRODUCTIONWHAT IS AT THE CORE OF COVALO?Model learns to map input to output based on annotated examplesDATA DATA PLATFORMPLATFORMDATA DATA MANAGEMENMANAGEMENT T DATA

4、 DATA COLLECTIONCOLLECTIONDATA DATA MAPPINGMAPPINGDATA DATA PROCESSINGPROCESSINGAI MODELSAI MODELSDATA DATA ANALYTICSANALYTICS100.000+ingredients1 11.200+suppliers1 123.000+users1 16.000+brands1 15.000.000+impressions1 1145 countries1 16INTRODUCTIONINTRODUCTIONDEMYSTIFYING AIINTRODUCTIONINTRODUCTION

5、WHAT IS AI?Ensemble of techniques that enables machines to simulate human learning and problem solvingEnsemble of AI techniques that learn a task from data,and are not explicitly programmed for that task Requires human feedbackEnsemble of ML techniques,using deep neural networks-Can learn from its o

6、wn mistakesEnsemble of techniques to extract actionable insights from data 8INTRODUCTIONINTRODUCTIONWHAT ARE THE DIFFERENT TYPES OF AI?SUPERVISED LEARNINGModel learns to map input to output based on annotated examplesUNSUPERVISED LEARNINGModel learns to organize data points without any annotated exa