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.
This is the best explanation on Gradient Descent. I had learned Gradient Descent from another place but I still didn't really know what Gradient Descent actually does. This video gave clarity on so many things. Although this video was so long, I wasn't bored while watching it. Reflects the hard work you put into while creating your videos. Excellent Job!
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 ❤
Sir please make a video on Meta verse .. In which they convert the 2D into 3D and please explain us what is it and it's advantages and what is your point of view about that.. Is it good or not?
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.
Best gradient descent Explaination i have ever seen
Some people might get offend
But you teach way better than Andrew Ng
thats true
The intuition part is more simplified by Andrew Ng
yes in some parts he teaches better maybe due to the language it is more relatable
In whole life, first time completely understood by Gradient Descent ... thanks sir
This video was so beautiful that i watched it in 1.5x and still understood everything in one go !! Hats off Nitish
Really amazing the way you simplify the complicated stuff. Just awesome.
Even the paid course tutors wont do this much hardwork to explain , Thank you very much sir
I'm along with your learning, can we connect for every week to discuss our progress?
Really loved the way you drew a philosophy out of this! Amazing!
Its 2 years but still it doesnt get old. Thanks to you sir
The way of simplify complex things.... Hats Off To you 🥰🥰
I will clear my semester, only with your explaination. Thanks Guruji. Deep Gratitude for your work
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.
bro in the whole video i was thinking this only .. DO i need to learn those mathematical calculations??
@@nakulmehta797 bro, how much have you completed?
Sir you are the saviour for me 🥹💕🙇🏻♀️
अब जाकर कॉन्फिडेंस आया कि हम भी कर सकते हैं 😅.. बहुत बहुत धन्यवाद सर.. कृपया ऐसे ही करते रहिए
This is the best explanation on Gradient Descent. I had learned Gradient Descent from another place but I still didn't really know what Gradient Descent actually does. This video gave clarity on so many things. Although this video was so long, I wasn't bored while watching it. Reflects the hard work you put into while creating your videos. Excellent Job!
One of the best Video on GD. Easy to understand
Best gradient descent video I have seen, all my doubts are now cleared after watching this video
Sir your way of teaching is awesome, better than my professor of iit, ❤❤❤❤❤
Best gradient descent Explaination i have ever seen
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 ❤
This is the best Gradient Descent explanation!
Best gradient descent Explaination i have ever seen 😊❤
Good sir , You have very good teaching techniques.
Hai sir..I am Kerala..I know Hindi..your explain great..and quality tq so much sir
Best way to explain gradient descent
very nicely explained.... one of the best playlist on ML basics
thank you Sir.
completed @1:26AM, 13th September 2024.
The animations and visualizations were way more beautiful than any bollywood cgi ... :D
one of the best ML course on youtube. It may be have more views than whatever now have.....plzz guys likes the videos its really really nice
One of the best explanation ever..🎉 super awesome 👌
Now I have the confidence that I can do it too 😅.. Thank you so much Sir.. Please keep doing this
Sir you made by life easier thanks❤❤❤❤❤❤❤❤❤❤❤❤
Gone through a lot of videos on gradient descent but this is the best one, thanks for amazing content
OMG absolutely loved this video!
The best ML course on UA-cam.....
great explanation!
while calculating coef_der why we did not take transpose in dot product multiplication?
same doubt here
Sir please make a video on Meta verse .. In which they convert the 2D into 3D and please explain us what is it and it's advantages and what is your point of view
about that.. Is it good or not?
Thank YouSir.
if you teach me in engineering, I will absolutely crack GATE Exam.
???
Very nice. In previous video we were inserting one column with ones on X matrix. Here we don't need to do it?
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.
Worth watching
congratulations for 100k
mind blowing explanation
0:20-->7:10Types of gradient descent
Great Explanation sir.
Best explanation ever
please complete deep learning series
Best teacher
Thank You So Much !❤
You are Tony Stark of data science 😊
Amazing
amazing
Hello sir I need help with regard to gradient descent
Amazing !!!!
Sir how can I get in touch with you
I tried through grd code but I couldn't get the output as you got
can you put the colab link for the code
Thanks a lot for this sir!
nice video
the best
Hi,
Can I expect videos on Hypothesis tesing , Ridge and Lasso regression , Cardinality from you in future.
Thank you.
Why
thanks
Andrew Ng who🧐🧐
❤
22:00
where is pdf of this video?
Sir, why we are creating a formala in gd regressor for gradient desent, dont we have a direct class to use gradient descent???
sir last part bouncer gaya
just 2.82% like
model phat gea 😂😂
your whatsapp number is not working
It's 8420166148
Great explanation sir.