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Santisook s telligence ai-innovation-digital big bang-thailand2018-share

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Santisook s telligence ai-innovation-digital big bang-thailand2018-share

  1. 1. STelligence Company Limited Santisook Limpeeticharoenchot Managing Director 23 September 2018,Impact,Thailand Special Topic AI & Innovation Roadmap
  2. 2. Copyright STelligence Co.,Ltd. 2018 All rights reserved. About myself..
  3. 3. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 3
  4. 4. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 4 Sundar Pichai, Google I/O 2017
  5. 5. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 5
  6. 6. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Samrat Kar, (2017), AI Mind Map [ONLINE]. Available at: http://www.inatrix.com/ai-ml-deep-learning[Accessed 12 February 2018] Artificial Intelligence Landscape
  7. 7. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Gartner Tech Trend 2017 to 2018
  8. 8. Copyright STelligence Co.,Ltd. 2018 All rights reserved.
  9. 9. Copyright STelligence Co.,Ltd. 2018 All rights reserved.
  10. 10. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Rothwell ' s five generations of innovation approaches Own figure adapted from Perunovic and Christiansen (2005) Starting with Innovation Approach
  11. 11. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 11 New Innovation Model. http://www.innovativedisruption.com/disruptive-innovation-model/
  12. 12. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 12 http://dfkoz.com/big-data-landscape/ Innovation is growing form Startup
  13. 13. Copyright STelligence Co.,Ltd. 2018 All rights reserved.
  14. 14. Copyright STelligence Co.,Ltd. 2018 All rights reserved.
  15. 15. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 15https://www.oreilly.com/ideas/the-current-state-of-machine-intelligence-3-0 https://hbr.org/2016/11/the-competitive-landscape-for-machine-intelligence HBR 2016, Competitive Landscape
  16. 16. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Top 100 AI.2018
  17. 17. Copyright STelligence Co.,Ltd. 2018 All rights reserved. How a specific technology evolves: From Birth to Death Utterback and Anderson-Tushman Innovation Adoption : Roger
  18. 18. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Taxonomy of technology to Industry Pavitt ́s industry taxonomy based on technological trajectories.
  19. 19. Copyright STelligence Co.,Ltd. 2018 All rights reserved.
  20. 20. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 20 AI-driven companies will take $1.2 trillion from competitors by 2020. -Forrester Predictions 2017 PwC estimated, AI will drive global GDP gains of $15 trillion by 2030
  21. 21. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 21 BARRIERS OF MACHINE LEARNING IN ENTERPRISE Top 3 Adoption Barriers 57% Lack of data and skill sets 49% Challenges with stakeholder buy-in 25% High cost of solutions “ 73% of organizations do not have data scientists or AI specialists in-house ” Challenges • Shortage of data scientists or AI specialists, with some organizations not having any • Overwhelming effort needed in data preparation and exploration, largely due to data quality problems • Generating meaningful insights requires convergence of both data science and domain expertise https://www.cio.com/article/3235811/artificial-intelligence/3-barriers-to-ai-adoption-across-the-enterprise.html 68% of Leaders investment outside CIOs. 67% See value of AI. Pick the right problems to solve 20% of staff has right Skills
  22. 22. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 22 Filling the Gap Time Accelerate the process of researching, testing, and deploying predictive algorithms. Enable more people to help research, test, and deploy predictive algorithms. Increase Data Scientist productivity Turn Analysts & Engineers into Data Scientists Demand for predictive models Supply of data scientists Copyright ,DataRobot all right reserved
  23. 23. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Why DataRobot are Different Jeremy Achin CEO & Co-Founder Highest: 20th Xavier Conort Chief Data Scientist Highest: 1st Tom de Godoy CTO & Co-Founder Highest: 20th Owen Zhang Product Advisor Highest: #1 Sergey Yurgenson Data Scientist Highest: 1st Amanda Schierz Data Scientist Current: #1 Female and #1 in UK The top ranked Data Scientists in the world The best technologies in the world Copyright ,DataRobot all right reserved
  24. 24. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Model Building Data Categorical Variables Numeric Variables TextVariables One-hot Encoding Univariate Credibility Estimates with Elastic Net Category Count Missing Value Imputation Converter for TextMining AutoTuned Worn N-Gram Text modeler using token occurrences Search for Ratios Search for Differences Gradient Boosted Greedy Trees Classifier with EarlyStopping Prediction Copyright ,DataRobot all right reserved
  25. 25. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Gartner show trajectory from BI to AI-2017
  26. 26. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Visual Analytic
  27. 27. Copyright STelligence Co.,Ltd. 2018 All rights reserved. Visual based to Augmented https://www.gartner.com/doc/reprints?id=1-53T7OAP&ct=180618&st=sb
  28. 28. Copyright STelligence Co.,Ltd. 2018 All rights reserved. 28 Conclusion 1. Algorithm is invention, AI is technology and but we need Innovation. 2. Positioning your AI to the right market. 3. Disruptive Innovation and Open Innovation are key for building AI. 4. Focus, speed and networks for competitiveness and sustainable growth.
  29. 29. Copyright STelligence Co.,Ltd. 2018 All rights reserved. www.stelligence.com www.facebook.com/stelligence.com @stelligence.com Tel : 0 20246661 Contact Us
  30. 30. Thank You : Q&A

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