Stochastic gradient descent explained | Stochastic gradient descent vs Gradient descent|Mini batch

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Stochastic gradient descent explained | Stochastic gradient descent vs Gradient descent|Mini batch
#StochasticgradientDescent #sgds

Welcome! I'm Aman, a Data Scientist & AI Mentor.

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About this video:
In this video, I explain about stochastic gradient descent in detail. I explain how is stochastic gradient descent different from gradient descent with example. I also explain about mini batch gradient descent.
Below questions are answered in this video:
1. What is Stochastic gradient descent in Neural netowrk?
2. SGD in machine learning.
3. gradient descent vs Stochastic gradient descent (SGD).
4. What is mini batch gradient descent?
5. How Stochastic gradient descent/SGD works in machine learning?
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Good Article of SGD.Please make vedio on SGD with momentum

DS_AIML
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Plzz do it sir.... Ur explanation is gud..

phanikumar
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explanation was good sir, but we need your notes following videos sir

kethavathlalbahadur
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Hi Sir, thank you so much for your video. I'd like to ask, if I'm already doing Lasso Regression, should I still do gradient descent after that?

laiweihandaryl
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Understood SGD aman, thanks. please make video on Momentum.

santhoshgattoji
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Delhi university anyone?? Jo aaj paper deke aaya aur kuch smj nhi aaya paper dekhke??

d-pain
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Please do video on Momentum also if possible..

sudheerrao
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notation is incorrect. loss = sum(actual - predicted)2

neuralverseinc
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