anonsor @anontensor

Logging my tech journey | Data Scientist | AI in ChemE |PINNs | IIT Joined April 2017

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anonsor @anontensor

6 months ago

Surrender is an outcome worst than defeat

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anonsor @anontensor

8 months ago

Time complexity, at its core, is just about finding how many times a statement executes in an algorithm.#DSA #Coding

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Day 2 🚀 Learned tree method to analyse recursion : 1.Start with the root as the non-recursive part. 2.Break down the recursive part across tree levels. 3.Calculate work at each level. 4.Use the tree depth to determine how many times to add the total work. #DSA #Coding

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anonsor @anontensor

8 months ago

Day 1 🚀 •Ω (Omega): Represents the lower bound. For example, Ω(n) can represent n, n², n³, etc. •Θ (Theta): Represents the exact bound of an algorithm, where upper and lower bounds are the same. #Coding #DSA

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anonsor @anontensor

3 years ago

"Regression analysis minimizes SSE = ∑(yi - f(xi))^2. Machine learning techniques, like gradient descent and regularization, optimize this to build accurate regression models that predict continuous values." #machinelearning #regression #datascience #statistics

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anonsor @anontensor

3 years ago

"Regression machine learning models aim to predict continuous numerical values, such as housing or stock prices, based on input features. Popular algorithms include linear regression, decision tree regression, and support vector regression." #machinelearning #regression #AI

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anonsor @anontensor

3 years ago

"Physics-Informed Neural Networks (PINNs) - where physics and deep learning meet to solve complex problems with limited data. A game-changing approach for engineering and science." #PINNs #AI #DeepLearning #Engineering #Science