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Drupal and Artificial Intelligence for Personalization

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Drupal and AI for personalization presentation consists information about the history of AI, what is AI?, a combination of Drupal and Artificial Intelligence. We tried to cover the basics of them.

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Drupal and Artificial Intelligence for Personalization

  1. 1. Drupal and AI for Personalization May-2019 By: Shashidhar Soppin Shashi-AI 119-05-2019
  2. 2. Agenda  History of AI  AI is no more mystery  What is AI (Definitions of AI)  AI/ML/DL  Insights on Neural Networks  Content Management & AI  Drupal and AI  Industry Use Cases  Conclusions  Questions Shashi-AI2 19-05-2019
  3. 3. AI with little humour Shashi-AI 319-05-2019
  4. 4. History of AI Shashi-AI 419-05-2019
  5. 5. Shashi-AI 519-05-2019
  6. 6. AI is no more mysterious technology Shashi-AI 619-05-2019
  7. 7. What is AI? Intelligence that drives value for your business Shashi-AI 7 Artificial intelligence is the ability of a computer program or a machine to think and learn. It is also a field of study which tries to make computers "smart". 19-05-2019
  8. 8. Artificial Intelligence/Machine Learning/ Deep Learning Shashi-AI 8 1 19-05-2019
  9. 9. Artificial Intelligence/Machine Learning/ Deep Learning Shashi-AI 9 2 Artificial Intelligence (Based on knowledge) Machine Learning (Various Algorithms, like SVM, Linear Regression etc) Representation based learning (Auto encoders and etc) Deep Learning (Multiple layer based learning with some Algorithms like Gradient descent, Back Propagation etc) 19-05-2019
  10. 10. Inputs Strengths Sum Transform Output 3Neuron mapping to ANN 19-05-2019 Shashi-AI 10
  11. 11. f x1 w1 x2 w2 Xn Wn y Schematic for a neuron in artificial neural network 4 19-05-2019 Shashi-AI 11
  12. 12. Basic Deep Learning Layers 5 19-05-2019 Shashi-AI 12
  13. 13. AI/ML/DL Advantages Large Data Deployment Serve Customers Human like thinking All domains Useful when large data is available. (Volume, Velocity & Variety of data) Large scale deployments possible with speed and accuracy Helps in serving customers better across industry segments In some cases it behaves like humans and take decisions Developments and advancements happening in all industry sectors and domains. One stop problem solver 01 05 04 03 02 Shashi-AI 1319-05-2019
  14. 14. Enterprise grade CMS Ability to organize and present content CMS 0 1 0 2 0 3 0 4 0 5 Creates and provides seamless content Omni channel digital experience Digital Experience Drupal has global support of over 1 million community Collaboration and contribution at very fast pace Global community and collaboration Drupal helps in build, provide and manage content across platforms Support for web, mobile and various applications State of the art technology Documentation & Web Anyone can use, download and innovate on and for drupal Global presence with large community Innovation and globalism Drupal Shashi-AI 1419-05-2019
  15. 15. Multilingual Platform (Drupal-8 provides multi language support with work flow automation) Drupal’s chat-bot API (Conversational experience, NLP) Web Personali zation (basis of a person’s digital persona. Content recommendation ) Derive Insights (Image to text capability) Dynamic (Meet changing business needs on the go) AI can emulate human performance by learning from it. Drupal & Artificial Intelligence Shashi-AI 1519-05-2019
  16. 16. Auto Healing Auto Fix Vision (Face Recognition) NLP, Chat Bots AI & Healthcare Cyber Security How AI can bring change to the modern society Industry Use cases of AI "A year spent in artificial intelligence is enough to make one believe in God" -- Alan Perils "A year spent in artificial intelligence is enough to make one believe in God" -- Alan Perils Shashi-AI 16 (In general) 19-05-2019
  17. 17. Real time web applications Dynamic payment processing Smart web apps Bot for web There are many use cases built around AI + CMS Some more PoC’s are ongoing Industry Use cases of AI (For content management) 19-05-2019 Shashi-AI 17
  18. 18. AI will thrive in providing • Better user experience • Better targeting • Better value for money AI + CMS Let your website be Human . Conclusion 19-05-2019 Shashi-AI 18
  19. 19. Questions?? Shashi-AI 1919-05-2019
  20. 20. Ref links Shashi-AI 20 https://learnai.odsc.com/collections https://azure.microsoft.com/en-in/overview/ai-platform/ https://opensourceforu.com/2017/12/deep-learning-using-algorithms- to-make-machines-think/ https://opensourceforu.com/2018/09/machine-learning-building-a- predictive-model-with-scikit-learn/ https://learnai.odsc.com/collections 19-05-2019
  21. 21. Back-up Shashi-AI 2119-05-2019
  22. 22. Deep Learning 6 19-05-2019 Shashi-AI 22

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