Batch Gradient Descent with Code Demo | Simple Explanation in Hindi

Learn the fundamentals of Batch Gradient Descent in this video. We break down the concept into simple terms, providing a clear understanding of how this optimization algorithm works.
Code : github.com/campusx-official/1...
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⌚Time Stamps⌚
00:00 - Intro
00:15 - What is Gradient Descent
00:35 - Types of Gradient Descent
02:03 - Revision
10:02 - Mathematical Formulation of BGD
36:05 - Creating our own GDRegressor Class

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Best gradient descent Explaination i have ever seen Some people might get offend But you teach way better than Andrew Ng

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thats true

[@shubhamagarwal2321]

The intuition part is more simplified by Andrew Ng

[@shivamdhumal5124]

yes in some parts he teaches better maybe due to the language it is more relatable

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Even the paid course tutors wont do this much hardwork to explain , Thank you very much sir

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Sir you are the saviour for me 🥹💕🙇🏻‍♀️

[@srwn2192]

In whole life, first time completely understood by Gradient Descent ... thanks sir

[@siddheshdeore8752]

This video was so beautiful that i watched it in 1.5x and still understood everything in one go !! Hats off Nitish

[@barunkaushik7015]

Really amazing the way you simplify the complicated stuff. Just awesome.

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Really loved the way you drew a philosophy out of this! Amazing!

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अब जाकर कॉन्फिडेंस आया कि हम भी कर सकते हैं 😅.. बहुत बहुत धन्यवाद सर.. कृपया ऐसे ही करते रहिए

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Its 2 years but still it doesnt get old. Thanks to you sir

[@user-ef2pl4hz8l]

I will clear my semester, only with your explaination. Thanks Guruji. Deep Gratitude for your work

[@praneethmamidala3828]

Gone through a lot of videos on gradient descent but this is the best one, thanks for amazing content

[@gangaramyadav6104]

Now I have the confidence that I can do it too 😅.. Thank you so much Sir.. Please keep doing this

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This is the best Gradient Descent explanation!

[@ali75988]

Want to add two things here, for any new learner: a) kept asking myself - through out the lecture - why am I learning how to make a function of batch gradient descent, when sklearn is practically a library for these things. Ans: "Sklearn doesn't provide you batchGD and mini-batchGD". Keras in deep learning does, (learn keras from his 100 days of deep learning series) b) Batch gradient descent is vanilla gradient descent - This is true but for Sklearn, stochastic gradient descent is the only way to go - unless you are making your own function.

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bro in the whole video i was thinking this only .. DO i need to learn those mathematical calculations??

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Best gradient descent Explaination i have ever seen

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Best gradient descent video I have seen, all my doubts are now cleared after watching this video

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One of the best explanation ever..🎉 super awesome 👌

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Good sir , You have very good teaching techniques.

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very nicely explained.... one of the best playlist on ML basics

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Best gradient descent Explaination i have ever seen 😊❤

[@murumathi4307]

Hai sir..I am Kerala..I know Hindi..your explain great..and quality tq so much sir

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Thank you Sir, I have watched many videos of GD, including Andrew NG, Krish Naik and many more but did not completely understand this topic, but these video clear my mind. Thanks and love from Afghanistan ❤

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Best way to explain gradient descent

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The animations and visualizations were way more beautiful than any bollywood cgi ... :D

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Thank YouSir.

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mind blowing explanation

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Great explanation sir.

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great explanation! while calculating coef_der why we did not take transpose in dot product multiplication?

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Amazing

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[@pramodshaw2997]

Very nice. In previous video we were inserting one column with ones on X matrix. Here we don't need to do it?

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nice video

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Worth watching

[@arshad1781]

thanks

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Best teacher

[@ashisharora9649]

Hello Sir, Thanks for making this fantastic video. I have a doubt. I look forward to hearing your thoughts on it. Firstly, How does gradient descent deal with the problem of Bias and Variance Trade-off and the problem of Multicollinearity? Secondly, Does it follow the assumptions of Linear Regression? I really appreciate any help you can provide.

[@DharmendraKumar-DS]

You are Tony Stark of data science 😊

[@mohitkushwaha8974]

Sir, why we are creating a formala in gd regressor for gradient desent, dont we have a direct class to use gradient descent???

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please complete deep learning series

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amazing

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if you teach me in engineering, I will absolutely crack GATE Exam.

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???

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the best

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[@messi0510]

0:20-->7:10Types of gradient descent

[@niranjania]

I tried through grd code but I couldn't get the output as you got

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❤

[@rahilafiroz9995]

can you put the colab link for the code

[@niranjania]

Hello sir I need help with regard to gradient descent

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22:00

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where is pdf of this video?

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Why

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