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Drupal and Artificial Intelligence for Personalization
The document discusses artificial intelligence (AI) and its applications for content management systems like Drupal. It begins with an agenda that includes the history of AI, definitions of key terms like AI, machine learning and deep learning. It then discusses how neural networks work at a basic level and how content management systems and Drupal in particular can utilize AI. Specific use cases for Drupal include multilingual support, chatbots, personalization, and deriving insights from content. The presentation concludes that AI can provide better user experiences, targeting, and value when combined with content management systems.
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Drupal and Artificial Intelligence for Personalization
- 1. Drupal and AI forPersonalization May-2019 By: Shashidhar Soppin Shashi-AI 119-05-2019
- 2. Agenda History ofAI 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. AI with littlehumour Shashi-AI 319-05-2019
- 4. History of AI Shashi-AI419-05-2019
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- 6. AI is nomore mysterious technology Shashi-AI 619-05-2019
- 7. What is AI? Intelligencethat 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. Artificial Intelligence/Machine Learning/ DeepLearning Shashi-AI 8 1 19-05-2019
- 9. Artificial Intelligence/Machine Learning/ DeepLearning 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. Inputs Strengths SumTransform Output 3Neuron mapping to ANN 19-05-2019 Shashi-AI 10
- 11. f x1 w1 x2 w2 Xn Wn y Schematic for aneuron in artificial neural network 4 19-05-2019 Shashi-AI 11
- 12. Basic Deep LearningLayers 5 19-05-2019 Shashi-AI 12
- 13. AI/ML/DL Advantages Large Data Deployment Serve Customers Human like thinking All domains Usefulwhen 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. Enterprise grade CMS Abilityto 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. Multilingual Platform (Drupal-8 provides multi language support withwork 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. Auto Healing AutoFix 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. Real time web applications Dynamic payment processing Smart web apps Bot for web Thereare 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. AI will thrivein providing • Better user experience • Better targeting • Better value for money AI + CMS Let your website be Human . Conclusion 19-05-2019 Shashi-AI 18
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- 22. Deep Learning 6 19-05-2019Shashi-AI 22