Dr. Ganapathi Pulipaka

Dr. Ganapathi Pulipaka

@gp-pulipaka.bsky.social

Chief #AI Scientist | PostDoc CS, PhD | New York Times Bestselling #Author | 18.4M V | Top #BigData #DataScience #LLM #MachineLearning #IoT Influencer @Onalytica

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Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

Deep Learning + Computer Vision: Crop Ailment Detection at 98% Accuracy! #BigData #Analytics #AI #MachineLearning #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Crop-Ailment

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Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

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Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

Physics takes us back to observation. We write down equations to describe the universe, and then they become axioms and rules. The planets don't wait for us to publish a theory before they go on moving.

Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

That's the limit I'm after. We can build a model, we can repeat an experiment, we can reproduce a calculation. None of those things in themselves constitutes the recreation of the universe or the bringing into being of the regularities which govern it. What we do is provide axioms and rules.

Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

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Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

Take the Pythagorean theorem. In Euclidean geometry, the proof of it establishes a relationship which doesn't need to be re-proven every year. You can draw another triangle or write the proof all over again but you're just reproducing a representation.

Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

You haven't created the truth which is what makes the proof work. Whether or not such truths exist independently of the human mind is a philosophical question and the proof in itself doesn't answer it.

Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

A page can burn. A galaxy may go supernova and shatter. The theorem on it is not thereby false. That's what I mean by 'not of this Earth' i.e. a mathematical truth is not dependent on the survival of the terrestrial object in which it is inscribed.

Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

For over 2,300 years, mathematical theorems have retained their logical validity for centuries. Once rigorously proven, they do not require periodic reconstruction, software updates from time to time, or rediscovery!

Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

Watch the Universe Emerge From the Dark Ages, with Lumina! @MIT #BigData #Analytics #AI #MachineLearning #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Dark-Ages

Dr. Ganapathi Pulipaka
@gp-pulipaka.bsky.social

Bayesian Statistics the Fun Way. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode geni.us/BayesFun