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The Interconnected World of Statistics and AI

The Interconnected World of Statistics and AI

Note · AIMay 20251 min read

Recently, i read a comment from Aishwarya Srinivasan where she mentioned

"All AI models use statistics, but not all statistical models are AI"!

While this may seem glaringly obvious to those who are related or exposed to the tech world, there still seems to be a large population that is put off by these buzzwords.
When you see terms like "AI/ML", you get the feeling that the marketing guy for the product is not sure of the relationship and distinctions between these two fields and is simply hitting all the buzzwords he can, just to stay relevant. Plus, you have also seen many companies touting their "AI first" approach, trying to jump on the GenAI hype train while having absolutely nothing to do with GenAI.
Better yet, slap a chatbot on your webpage, and you are now "powered by GenAI"
So here's a short refresher on what these buzzwords mean and how they are related to each other!

#AI #Statistics #GenAI #ML #DL #buzzwords #GenAIHypeTrain

The carousel · 9 slidesSwipe →
Slide 1: The Interconnected World of Statistics and AI
01The Interconnected World of Statistics and AI
Slide 2: Beyond the Continuum: Understanding Statistics and AI
02Beyond the Continuum: Understanding Statistics and AI
Slide 3: Statistics: The Mathematical Foundation
03Statistics: The Mathematical Foundation
Slide 4: Statistical Learning: Prediction-Focused
04Statistical Learning: Prediction-Focused
Slide 5: Classical Machine Learning: Algorithmic
05Classical Machine Learning: Algorithmic
Slide 6: Deep Learning: Neural Network
06Deep Learning: Neural Network
Slide 7: Reinforcement Learning: Learning
07Reinforcement Learning: Learning
Slide 8: Generative AI: Creating New Content
08Generative AI: Creating New Content
Slide 9: Symbolic & Hybrid AI: Reasoning-Focused
09Symbolic & Hybrid AI: Reasoning-Focused
Originally posted on LinkedIn · May 2025.