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Conférence "Data Stratégie et intelligence artificielle" à la CCI Martinique (Février 2018)

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Conférence de François CAZALS, professeur à HEC Paris, à la CCI Martinique, le 1er février 2018: "Data Stratégie et intelligence artificielle"

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Conférence "Data Stratégie et intelligence artificielle" à la CCI Martinique (Février 2018)

  1. 1. DATA STRATÉGIE & INTELLIGENCE ARTIFICIELLE Par François CAZALS – 1er février 2018
  2. 2. LE PROFESSEUR • François CAZALS • cazals@hec.fr • Auteur (et coauteur) de plusieurs ouvrages • Consultant en stratégie • Lieutenant-colonel de gendarmerie (réserve), affecté au cabinet du DG
  3. 3. Je suis @FCazals L’organisateur est @CCIMartinique HEC est @HECParis HashTag de la conférence: #IAMartinique
  4. 4. BIENVENUE DANS LE DATA WORLD
  5. 5. DATA IS THE NEW OIL
  6. 6. APRÈS LES AMÉRICAINS, LES BATX CHINOIS
  7. 7. ET MAINTENANT, LES NATU!
  8. 8. LES PLATEFORMES DIGITALES HTTP://INSIDEAIRBNB.COM
  9. 9. LES PLATEFORMES DIGITALES HTTP://INSIDEAIRBNB.COM
  10. 10. LES PLATEFORMES DIGITALES
  11. 11. #IOT L’INTERNET DES OBJETS
  12. 12. LE PHÉNOMÈNE BIG DATA
  13. 13. UN CD DE DONNÉES PAR HUMAIN ET PAR JOUR EN 2017
  14. 14. LES DONNÉES?
  15. 15. 90% DES DONNÉES SONT NON-STRUCTURÉES
  16. 16. FORMAT DES DONNÉES
  17. 17. 1ST, 2ND & 3THD PARTY
  18. 18. DANS LE SYSTÈME D’INFORMATION
  19. 19. OPEN DATA
  20. 20. DANS LES DATA LAKES DE DATA PROVIDERS API: APPLICATION PROGRAMMING INTERFACE Les connecteurs aux Data Lakes
  21. 21. LES DATA PROVIDERS
  22. 22. LE TRAITEMENT DES DONNÉES
  23. 23. DE « VIEUX » MODÈLES MATHÉMATIQUES
  24. 24. DE « VIEUX » MODÈLES MATHÉMATIQUES AlanTURING
  25. 25. DE « VIEUX » MODÈLES MATHÉMATIQUES
  26. 26. UN FRANÇAIS, STAR MONDIALE DE L’IA
  27. 27. DE NOUVELLES TECHNOLOGIES Doug CuttingDoug Cutting
  28. 28. DES TECHNOLOGIES MATÉRIELLES PUISSANTES ET ÉCONOMIQUES
  29. 29. SURTOUT DANS LE CLOUD
  30. 30. NAISSANCE DE LA DATA SCIENCE
  31. 31. LES ENTREPRISES INTELLIGENTES
  32. 32. Comprendre Prévoir Décider LE SMART MANAGEMENT Management prescriptifManagement prédictifManagement descriptif
  33. 33. LES ALGORITHMES GUIDENT DÉJÀ NOS VIES
  34. 34. LES ALGORITHMES PRÉDICTIFSLES ALGORITHMES PRÉDICTIFS
  35. 35. CONSEIL DE SÉRIE
  36. 36. LES IA
  37. 37. « Les 10 dernières années ont été consacrées à la construction d’un monde « mobile-FIRST ». Au cours des 10 prochaines années, nous allons passer à un monde qui est « IA-FIRST ». (Sundar Pichai, PDG de Google, octobre 2016)
  38. 38. IA: LA SCIENCE DES PROGRAMMES INTELLIGENTS Inventé en 1956 par John McCarthy, Professeur adjoint de l’Université de Dartmouth, l’intelligence artificielle est : « la science et l’ingénierie de fabrication des machines intelligentes, notamment des programmes informatiques intelligents. »
  39. 39. LES IA SONT DÉJÀ LÀ
  40. 40. LA (RE)NAISSANCE DE WATSON
  41. 41. MAIS AUSSI EINSTEIN
  42. 42. LES IA FONT PEUR HAL 9000
  43. 43. ELLES COMMENCENT À NOUS BATTRE
  44. 44. ET À SE BATTRE ELLES-MÊMES Victoire 100-0 contre AlphaGo en 40 jours
  45. 45. ET NOUS N’EN SOMMES QU’AUX IA FAIBLES
  46. 46. UN PETIT COURS? Comment ça marche?
  47. 47. LE MACHINE LEARNING
  48. 48. UN PETIT EXEMPLE
  49. 49. LES NEURONES ARTIFICIELS
  50. 50. LE DEEP LEARNING
  51. 51. UN IMPACT SYSTÉMIQUE Client Finance Opérations RH
  52. 52. DE NOUVEAUX ENJEUX JURIDIQUES
  53. 53. DATA STRATÉGIE: AUGMENTER LES DÉCISIONS DES DIRIGEANTS
  54. 54. UN NOUVEAU PARADIGME HIER AUJOURD’HUI RIVALITE Grand contre Petit La puissance AGILITE Rapide contre Lent Les données AVANTAGE CONCURRENTIEL L’« intelligence amplifiée » des dirigeants
  55. 55. L’ACTUALITÉ DU DIGITAL Cazals.fr @FCazals Slideshare.net/cazals Linkedin.com/in/francoiscazals

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