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Cognitive Computing and IBM Watson Solutions in FinTech Industry - 2016

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What is cognitive computing? How IBM Watson can contribute to the development of innovative FinTech solutions? The presentation of Sasha Lazarevic and Pierre Kaufmann from Geneva, Switzerland to the FinTech community on the potential domans of application

Cognitive Computing and IBM Watson Solutions in FinTech Industry - 2016

  1. 1. How can FinT2:h industry leverage Cognitive Computing?
  2. 2. llugnitivefiumputing Swiss Finlech event #20-Ian IZIII, 2015 Sasha lazarevic - Pierre Kaumnann
  3. 3. How can FinTech industry leverage Cognitive Computing?
  4. 4. Definitions in a nutshell Advanced iinaigties Machine Learning . Dwelnprnenl or mmpulev programs that (an loam (mm mm and mum their hehuwar - Predictive analytics - Prescriptive unulvtics - Machine learning - Data mining / Data dismvery - Based Du (Knniques up pmem remgnman - Supervised vs unsupervised learning - Dozens of different. algorithms Implemented in pragrummlng languages mu». sulrwuve puxkages, as zluud servizes what is Cogritive Comrufina? Natural Language Processing - Understand meaning af structured and unstructured (annual data - Nat based anly on semanfir: rules, but uses machine learning and smnsncul models In renieve in answers - eased on knowledge base tcurpus) ad question unmering system « Enyition: reasoning, an domlvvwvnnnmvs - 3rd era Of colnwiing - Coyitiv: manning isu mrniinalinrl of mdrrutiges used rn tniasmnd human ianyuuyemd mznfian and pravldeuuizmprfl: UHIIEIS
  5. 5. Advanced Analytics - Predictive onolytics - Prescriptive onolytics - Machine learning - Data mining/ Doto discovery
  6. 6. Machine Learning - Development of computer programs that can learn from data and adapt their behavior - Based on techniques of pattern recognition - Supervised vs unsupervised learning - Dozens of different algorithms - Implemented in programming languages, with software packages, as cloud services ~ Spa - Image recognition - Rob - Dev Example m filtering otics, autonomous c elopment of trading Hedge funds like Re Renaissance Techno Associates. Propriet developped in-housi - Companies providing and cognitive S0lUti( Lucena Research, Pl
  7. 7. Examples: «» Spam filtering « Image recognition ~ Robotics, autonomous driving vehicles e Development of trading strategies - Hedge funds like Rebellion Research, Renaissance Technologies, Bridgewater Associates. Proprietary algorithms developped in—house ~ Companies providing machine learning and cognitive solutions to hedge funds: Lucena Research, Prismatic
  8. 8. r‘ I what is Cognitive / Computing? - Cognition: reasoning. But done by computers - 3rd era of computing - Cognitive computing is a combination of technologies used to understand human language and intention, and provide appropriate answers Based on: - Machine learning and advanced analytics - Natural Language Processing - Image, video, voice and sensor data analytics - Big data and distributed computing - Cloud computing - Visualisation tools
  9. 9. Based on: «i Machine learning and advanced analytics ~ Natural Language Processing ~ Image, video, voice and sensor data analytics ~ Big data and distributed computing ~ Cloud computing ~ Visualisation tools
  10. 10. Natural Language Processing - Understand meaning of structured and unstructured f textual data f - Not based only on semantic rules, but uses machine learning and statistical models to retrieve the ff answers .74 - Based on knowledge base (corpus) and question answering system a”
  11. 11. Question and Topic Analysis Candidate Answer Generation lIi: ui'i-in Ii-. ici-liii, -zosfiflolc Hypothesis Generation : L19loiiiiu. <lIv ltaiuizinm-in Sources Evidence Retrieval Hypothesis and Evidence Scoring : y_o: oli‘ul: .<l1~r. i-in 3'IlIl= lIl1‘-D~7(IlflILg Deep Evidence Scoring Synthesis Learned Models help combine and weigh the Evidence Models Models Models Models Models Models Final Confidence Merging and Ranking Answer and Confidence
  12. 12. what is Watson? IBM as Cognitive Solutions Company: ~ Watson Advisors 3 ~ Watson Analytics ~ Watson APls , Video 18M Watson: The Science Behind an Answer‘ www. youtube. com/ watch? v=DywOlozksfXw
  13. 13. Video "IBM Watson: The Science Behind an Answer” www. youtube. com/ watch? v=DywO£izksfXw J
  14. 14. How can FinTech industry leverage Cognitive Computing?
  15. 15. Imagine an Expert that never forgets and never sleeps. What if I can have a sustanaible dialog with my client? What if I can advice my client knowing him/ her? What if I can propose relevant fact-based products / solutions?
  16. 16. Demo htt : //investment—advisor. m b| uemix. net I7 7 i""7_7V , , , r , The Watson Developer Cloud http: //www. ibm. cQm/ smarterplanet/ us/ em
  17. 17. The things we learned from Watson (to differentiate goarself) Interaction in natural language Context and Intent Curating content and Creating Ground Thruth More is more Statistical models, Search, Deep Learning Ecosystem ‘ , Open by design (UIMA) ~; /V_ S, 3”. »
  18. 18. Watson — US Jeopardy «A _ Oncology ¢ , Finance. .. APIS Bank — CH
  19. 19. Video ”lBM Watson robot, Newton, live on stage at IBM Businessconnect. Amazing! ” www. youtube. com/ watch? v=L13QZFoGBes
  20. 20. Recap / Take llwag - Cognitive Computing as a Unique differentiator - Start already today: PI + Dialog + R&R + T - Get support (even financial) Video “What Will gou do with Waston? " www. youtube. com/ watch? v=Y_cqBP08yuA
  21. 21. Video "What Will gou do with Waston? " www. youtube. com/ watch? v=Y_cqBPO8yuA
  22. 22. How can FinTech industry leverage Cognitive Computing?
  • MaryBadolato

    Apr. 21, 2017
  • JendrikPollehn

    Feb. 27, 2017
  • WallStBrainTrust

    Feb. 10, 2017

What is cognitive computing? How IBM Watson can contribute to the development of innovative FinTech solutions? The presentation of Sasha Lazarevic and Pierre Kaufmann from Geneva, Switzerland to the FinTech community on the potential domans of application

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