Aman Agrawal – Medium

Aman Agrawal

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Aman Agrawal

All About Transfer Learning

Transfer learning is used in the domain of machine learning and is very much popular in deep learning, so let’s understand what is this…

4 min readDec 31, 2023

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All About Transfer Learning

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Aman Agrawal

All about Overfitting and Regularization

Regularization is the one of the common terms , that we come across in the field of machine learning and deep learning.

5 min readDec 16, 2023

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All about Overfitting and Regularization

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Aman Agrawal

Batch vs Stochastic vs Mini Batch Gradient Descent Techniques

Before reading this we should have some basic idea of what gradient descent is , basic mathematical knowledge of functions and derivatives.

6 min readDec 6, 2023

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Batch vs Stochastic vs Mini Batch Gradient Descent Techniques

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Aman Agrawal

Maximum A Posteriori(MAP) — Enhanced MLE with Prior Function

This would be a short blog on Maximum a posteriori (MAP) , this would require some knowledge of Maximum likelihood(MLE) as I have written…

4 min readMay 23, 2024

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Maximum A Posteriori(MAP) — Enhanced MLE with Prior Function

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Aman Agrawal

Maximum Likelihood Estimation — Parameter Estimation Technique — Machine Learning

Maximum Likelihood estimation (MLE) is a method of parameter estimation and perhaps the most important technique to estimate the…

6 min readMay 23, 2024

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Maximum Likelihood Estimation — Parameter Estimation Technique — Machine Learning

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Aman Agrawal

Aman Agrawal

Passionate 3rd-year B.Tech student @IITRoorkee diving into data science & machine learning, also exploring the depths of deep learning

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