It is really shocking how pathetic are NPTEL Professor explaining this same topic. They are from IITs but all the time keep notes in their hand and explain the stuffs arbitrarily, and here is this guy - cool,calm, composed and confident. I am 42, and I guess I am atleast 12 years older than him but still I respect him like anything as a teacher.
I really enjoyed the explanation of a few IIT professors like Mitesh Khapra. I think the issue is that a strong grasp of mathematics is a prerequisite for those lectures.
I'm just wandering here and there for clearing what is an actual gradient descent ..Wow explanation...I'm not bored a single minute. it's an addictive explanation...
I really liked the last philosophy wala quote. I am really in a place in my employment journey that I don't personally like. I really want to get into ML and DS and trying my best to learn. Hopefully I'll reach the global minima soon. Thanks a ton for sacrificing so much for making these videos. I'll never forget you. Whoever asks me about starting ml and is Indian, the only playlist I suggest is yours.
Bhai mai generally comment karta nahi, but Sir ki ek baat mujhe sabse jyada passand hai, wo hai Sir kabhi ghaans nahi kaat te, aise nahi ki 99 pe chod diya, 100 poora karke hi padhayenge, example bola hai to example poora deke hi samjhayenge, code karke hi batayenge. Hats Off sir. Bohot late discover kiya aapko, but thank you for you effort.
Nitish Sir's CampusX channel is no less than a binge web series. The way he hooked up me with all his videos in 100 days of ML, no one else would have done that, and I know, lot of people with me are drawing inspirations from you and learning positively. Thanks a lot
This channel is still underrated. Keep doing your excellent work Nitish and please don't let any big organisation buy you. Please try to make your courses accessible or affordable always. We need more teachers like you. Good Luck!
Just finished the video. I have no words. I learned python through your " 100 days of python" playlist. I am in the middle of the "100 days of ML" playlist. I think this video without a doubt is your best work to date. What a beast of a teacher you are.
It is just awesome how not even paid courses could make me understand gradient descent in such easy manner, I'm Just flabbergasted by the way you teach because you've been in our shoes and you understand all the problems that we might face while understanding such topics. I can't Thank You enough Nitish. Can only pray that you achieve more than what you aspire for.
I have done MS in DS but I am still learning a lot from your videos in detail. You are awesome teacher! Thank you so much for your efforts. It definitely takes time to edit videos.
One of the best Gradient descent videos that I have seen on the internet. Amazing visualization, amazing code. Thank you once again for sharing such deep knowledge with your subscribers.
Best Explanation of Gradient Descent I ever have, I will never forgot. Thank you so much for making this easy for us! Waiting for you Deep Learning Playlist.
God giifted teacher of Data SCience.....appreciate your efforts.....there is no one as good as you in whole youtube platform who explain these things from the very basic...I am a commerce student and still able to understand the mathematical part just because of you. Thank you so much.
In everyone's life, there is atleast one teacher who changes the meaning of learning for them and you're just that for me. I feel so grateful for having come across your channel. Thabk you so much sir!! After so many months and tutorials, I am finally having fun learning ML.
I am a complete beginner to this field.. transitioning from my current job in construction to tech and I’ve been have a horrible time understanding from my “professional bootcamp” .. I was feeling completely lost before you and considered quitting .. I honestly cannot thank you enough for everything!
pahle mujhe ML kuch khas samajh nhi aa rha tha , kya ho rha hai, kaise ho rha kuch feel nhi hota tha, fir jab mai apka linear regression ka playlist dekha , it blows my mind, itne achhe se samajh aaya jo pahle kabhi nhi aaya, matlab I can't able to explain my feeling, ab ye video dekha literally pyaar ho gya brother, and I think your channel is best youtube channel in the world for learn ML. Log bolte honge Andrew NG but you are the best brother♥♥♥
1:08:00-->1:10:05 Gradient descent summary 1:44:20-->1:56:45 Effect of learning rate , loss function and data on gradient descent 1:56:50-->1:57:25 Philosophy 😊
I have never seen such a teacher like you...I spent a long time to complete this video...and finally finished...thank you for providing such a great content
Finally subscribed to the channel after watching this video. Love from Pakistan! This is my first-ever comment on TH-cam, and I’ve been using it for about 9 years.
Bhai sahab hat's off to you, kyaa padhaya hai, never imagine things like that, how smoothly and clearly perform the every topic, itna to koi nahi padhata, me kisi se bhi bet lagaa sakta hu, isse accha kisi ne youtube par padhaya ho to, aur shayd hi paid course me bhi ye chize naa batate ho, but yaa you doing such great job, mazaa aa gaya padh ke jabki me already ye sab janta hu phir bhi maza aa gaya, thanks ❤
I have watched it 5 times... trust me it is a really addictive and nostalgic explanation that I have seen never before... you are amazing man ... hats off
I watched like 3 to 4 videos on TH-cam for this ML algorithm but I didn't find a better explanation like this one, its the best one full package in one video
Sir , It's been around 2 months since I have started this course and I am really thankful to you for making such a masterpiece . I am writing everything by myself making notes and yes it has improved me a lot and now I am enough confident that I can explain what I have learnt from you. Thankyou dil se .
Loved the philosophical angle you've given to Gradient Descent Nitish! :) One might be quite afar from his/her goal or the rightful place in life but even smallest consistent steps in the right direction will eventually takes us there.
SIR G , I just want to say a big THANK YOU for all the effort you put into teaching. You have this amazing way of breaking down even the toughest topics and making them so easy to understand. The fact that you do all this for free is just incredible. You’ve honestly made such a difference in our learning journey. I really wish you all the happiness, success, and good health-you truly deserve it! 😊 Keep inspiring and helping people the way you do Sir. You’re just awesome! May Allah bless you!
when I read Gradient Descent first time it was horror for me , but when I saw this video , I came to know it is not so difficult as I thought. Sir, You are very great teacher.Hats off to your hardwork. God bless you. When I found this channel, subscribed it immediately & also shared it with my friends. Lot of thanks from newcomers like us to this field.
Oh my God ! can anyone else make us understand such a difficult concept soooo simplified manner ?! Kudos and Respect to Nitish Sir . May God bless you.
great work sir, still after 2 years your videos are the most relevant for DS and im in my training period of my ML engineer job and i think this will help me boost my career by far. love from delhi
I have been teaching Python Data Analytics and Machine Learning related subjects Internationally. I have been using your course work and following your way of teaching to them and students were like WOOWW how do learn that and appreciating my explanation. This all belongs to you, you are like live saver. So much respect from Pakistan Thank you.
You are trying to get to the lowest point of the mountain range. You can see the slope around you before you even take a step. You step in directions where the slope visibly goes downward. You take bigger steps for bigger slopes, and smaller steps for smaller slopes. Ultimately, you will find yourself at a low point where the slope is flat, a value of 0. Sounds pretty good, right? This approach with the flashlight is known as gradient descent, where we step in directions where the slope goes downward. superb explanation sir
Huge appreciation for all the visuals, long codes, animations, efforts Nitish sir. No one can teach Data Science like you. I repeat, no one can ever teach like you. You are our survivor. Lots and lots of love, please keep making videos like this.
That was the best video I've ever watched on gradient descent. I was searching for just one video that could teach me what GD is, and I couldn't find any. Thank you for this thorough explanation, sir. If you were in front of me, I would have kissed your hands.
Sir!! u deserve my first salary ,, indeed best explaination on GD i have ever seen ,, even uni teachers are bogus in front of u love u from Pakistann!!
One of the best videos in Machine Learning and the important concept like Gradient Descent. It's been a few days I was searching here and there but not found any profound understanding like this. Love you sir. You owe a lot of love and respect.
Best video And so much thanks from the bottom of my heart to cover this topic, sir. Now after watching this lecture I am seeming we are going to get the next Krish sir to teach in Hindi. Thank you, sir.
really love you sir, i first saw andrew neg sir machine learning course and after watching your video i feel i wasted my time over there... one request sir please never stop providing this high level of content. many of us really need your guidance.
Although I'm from Biology background, but this kind of explanation not only give you the complete clear explanation from Zero to hero level also it boost your confidence. Hats of you sir.
Sir this is the best explanation on gradient descent so far. It answers a lot of deep learning questions. Thank you for your hard work. We all really appreciate you. Love❤
this was amazing i could not find any such explanation btw i am a mechanical guy yet in my college DS minor is offered and there is GD part which seems so tough i am competing with CS students who grasp all such things very quickly thank you thank you so much for this video teaching on GD sir May god always shower his blessings on you
Absolutely amazing and pure content with extreme depth knowledge. Kudos to you and blessed to have somebody like you to teach us. May you live forever.🙏🙏🙌👏
Sir Phele to साष्टांग प्रणाम. Sir its very difficult to find a teacher who enjoys teaching (everybody are just running after money), on top of it to take so much effort for this very important subject (just for GD you have made multiple videos.... WOW). Because many people like me who first get lost in the subject, then get scared and lastly we start to make errors. Thank you for being the career and life saver. Looking at this i have joined your 2023 DS batch as well.. Thank you once again. प्रणाम !!!
Sir, your hard work is evident ... This channel is so overrated... Truly a teacher everyone deserves ... lots of love and Thank you for serving us with your unconditional love ...❤❤
I don't know why sir you have so much less followers you are better than anyone on youtube including krish naik huge respert for him also but your explanation is way better plus your body language is so positive
It is really shocking how pathetic are NPTEL Professor explaining this same topic. They are from IITs but all the time keep notes in their hand and explain the stuffs arbitrarily, and here is this guy - cool,calm, composed and confident. I am 42, and I guess I am atleast 12 years older than him but still I respect him like anything as a teacher.
Every word is 💯 true. Such a great teacher he is..
I really enjoyed the explanation of a few IIT professors like Mitesh Khapra. I think the issue is that a strong grasp of mathematics is a prerequisite for those lectures.
You are Great
@@anonymous_4276 SAME HERE ONLY POINT TO ADD THAT FOR ML NPTEL NOBODY TOUGHT IN SAME WAY
iit mai teachers private college se bhi ghatiya hai , mai khud you tube se padh rha hu
Thanks Sir, I am really fortunate to have these lectures, Now I am confident enough that I will be able to complete my Data Science journey.
App jo kam kar rahe ho ye muje paid course me nahi mila sir... thank you sir
same
I'm just wandering here and there for clearing what is an actual gradient descent ..Wow explanation...I'm not bored a single minute. it's an addictive explanation...
I really liked the last philosophy wala quote. I am really in a place in my employment journey that I don't personally like. I really want to get into ML and DS and trying my best to learn. Hopefully I'll reach the global minima soon.
Thanks a ton for sacrificing so much for making these videos. I'll never forget you. Whoever asks me about starting ml and is Indian, the only playlist I suggest is yours.
Bhai mai generally comment karta nahi, but Sir ki ek baat mujhe sabse jyada passand hai, wo hai Sir kabhi ghaans nahi kaat te, aise nahi ki 99 pe chod diya, 100 poora karke hi padhayenge, example bola hai to example poora deke hi samjhayenge, code karke hi batayenge.
Hats Off sir. Bohot late discover kiya aapko, but thank you for you effort.
Actually... Aap ne bilkul sahi kaha
Nitish Sir's CampusX channel is no less than a binge web series. The way he hooked up me with all his videos in 100 days of ML, no one else would have done that, and I know, lot of people with me are drawing inspirations from you and learning positively. Thanks a lot
Never stop teaching brother! You are making this an art!!!
Your free vids on TH-cam are 1000 times better than paid courses on Udemy Coursera etc
This channel is still underrated. Keep doing your excellent work Nitish and please don't let any big organisation buy you. Please try to make your courses accessible or affordable always. We need more teachers like you. Good Luck!
Just finished the video. I have no words. I learned python through your " 100 days of python" playlist. I am in the middle of the "100 days of ML" playlist. I think this video without a doubt is your best work to date. What a beast of a teacher you are.
It is just awesome how not even paid courses could make me understand gradient descent in such easy manner, I'm Just flabbergasted by the way you teach because you've been in our shoes and you understand all the problems that we might face while understanding such topics.
I can't Thank You enough Nitish.
Can only pray that you achieve more than what you aspire for.
I have done MS in DS but I am still learning a lot from your videos in detail. You are awesome teacher! Thank you so much for your efforts. It definitely takes time to edit videos.
One of the best Gradient descent videos that I have seen on the internet.
Amazing visualization, amazing code.
Thank you once again for sharing such deep knowledge with your subscribers.
Best Explanation of Gradient Descent I ever have, I will never forgot. Thank you so much for making this easy for us! Waiting for you Deep Learning Playlist.
God giifted teacher of Data SCience.....appreciate your efforts.....there is no one as good as you in whole youtube platform who explain these things from the very basic...I am a commerce student and still able to understand the mathematical part just because of you. Thank you so much.
In everyone's life, there is atleast one teacher who changes the meaning of learning for them and you're just that for me.
I feel so grateful for having come across your channel. Thabk you so much sir!! After so many months and tutorials, I am finally having fun learning ML.
I am a complete beginner to this field.. transitioning from my current job in construction to tech and I’ve been have a horrible time understanding from my “professional bootcamp” .. I was feeling completely lost before you and considered quitting .. I honestly cannot thank you enough for everything!
pahle mujhe ML kuch khas samajh nhi aa rha tha , kya ho rha hai, kaise ho rha kuch feel nhi hota tha, fir jab mai apka linear regression ka playlist dekha , it blows my mind, itne achhe se samajh aaya jo pahle kabhi nhi aaya, matlab I can't able to explain my feeling, ab ye video dekha literally pyaar ho gya brother, and I think your channel is best youtube channel in the world for learn ML. Log bolte honge Andrew NG but you are the best brother♥♥♥
Ur content is Gold, but u urself are a DIAMOND, helping us SPARKLE in our own lives.
The introduction of topic, pace of teaching, concept clarification, demonstration everything is excellent.
1:08:00-->1:10:05 Gradient descent summary
1:44:20-->1:56:45 Effect of learning rate , loss function and data on gradient descent
1:56:50-->1:57:25 Philosophy 😊
Sir, you are the best teacher, even paid courses can not teach like you sir
I have never seen such a teacher like you...I spent a long time to complete this video...and finally finished...thank you for providing such a great content
Exceptionally clear step by step explanation.
This is the best video I found for understanding gradient descent. You are one of the best teachers that I have ever learned from.
Finally subscribed to the channel after watching this video. Love from Pakistan!
This is my first-ever comment on TH-cam, and I’ve been using it for about 9 years.
Best tutor for Data science , machine learning and Maths. Man , you are awesome!!!!!!
Bhai sahab hat's off to you, kyaa padhaya hai, never imagine things like that, how smoothly and clearly perform the every topic, itna to koi nahi padhata, me kisi se bhi bet lagaa sakta hu, isse accha kisi ne youtube par padhaya ho to, aur shayd hi paid course me bhi ye chize naa batate ho, but yaa you doing such great job, mazaa aa gaya padh ke jabki me already ye sab janta hu phir bhi maza aa gaya, thanks ❤
I have watched it 5 times... trust me it is a really addictive and nostalgic explanation that I have seen never before... you are amazing man ... hats off
I watched like 3 to 4 videos on TH-cam for this ML algorithm but I didn't find a better explanation like this one, its the best one full package in one video
Im talking seriously , u helped me alot ...u r better then many college professors. Dil se respect h apke liye
Sir , It's been around 2 months since I have started this course and I am really thankful to you for making such a masterpiece . I am writing everything by myself making notes and yes it has improved me a lot and now I am enough confident that I can explain what I have learnt from you. Thankyou dil se .
Loved the philosophical angle you've given to Gradient Descent Nitish! :)
One might be quite afar from his/her goal or the rightful place in life but even smallest consistent steps in the right direction will eventually takes us there.
Mostly I did not comment, but your effort force me to do so. Thank you so much sir ji.
All other GD tutorials are pathetic before this great detailed tutorial...Thanks CampusX...salute
The tutorial is over, a long sigh. In this situation I could offer nothing but thanks.
Thank You for your hard work.
You are a GEUM in this field.
SIR G , I just want to say a big THANK YOU for all the effort you put into teaching. You have this amazing way of breaking down even the toughest topics and making them so easy to understand. The fact that you do all this for free is just incredible. You’ve honestly made such a difference in our learning journey. I really wish you all the happiness, success, and good health-you truly deserve it! 😊 Keep inspiring and helping people the way you do Sir. You’re just awesome!
May Allah bless you!
You nailed it... How beautifully you explained it... with theory, graphs, codes.. this is a complete package...
best teacher I have ever met in my life...too good ..no words.....Love from Nepal
when I read Gradient Descent first time it was horror for me , but when I saw this video , I came to know it is not so difficult as I thought. Sir, You are very great teacher.Hats off to your hardwork. God bless you.
When I found this channel, subscribed it immediately & also shared it with my friends. Lot of thanks from newcomers like us to this field.
this is literally the best ML video i've ever come across. Lowkey feel bad for those who can't understand Hindi b/c they're missing out
Thanks for adding the last golden statement about little correct steps to reach gold. Hats off to your efforts and patience !!
Oh my God ! can anyone else make us understand such a difficult concept soooo simplified manner ?! Kudos and Respect to Nitish Sir . May God bless you.
The best video on gradient descent ever Nitish Sir!
Let me Tell you some thing
You are the best teacher I ever had
BEST VIDEO ON THE WHOLE INTERNET!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!1
The best explanation to the concept of Gradient Descent. Indeed the best data science concept video ever came across.
This is the first time I clearly understood gradient descent..... thanks a lot
great work sir, still after 2 years your videos are the most relevant for DS and im in my training period of my ML engineer job and i think this will help me boost my career by far. love from delhi
Your dedication and efforts inspire me! Teachers like you give hope to Indian students in times where our education system has failed!!
I have been teaching Python Data Analytics and Machine Learning related subjects Internationally. I have been using your course work and following your way of teaching to them and students were like WOOWW how do learn that and appreciating my explanation. This all belongs to you, you are like live saver. So much respect from Pakistan Thank you.
Sir i just don't know how to thank u ...... u just made my life easy
You are trying
to get to the lowest point of the mountain range. You can see the slope around
you before you even take a step. You step in directions where the slope visibly goes
downward. You take bigger steps for bigger slopes, and smaller steps for smaller
slopes. Ultimately, you will find yourself at a low point where the slope is flat, a
value of 0. Sounds pretty good, right? This approach with the flashlight is known as
gradient descent, where we step in directions where the slope goes downward. superb explanation sir
Huge appreciation for all the visuals, long codes, animations, efforts Nitish sir. No one can teach Data Science like you. I repeat, no one can ever teach like you. You are our survivor. Lots and lots of love, please keep making videos like this.
The way you implement code behind the math of every algorithm makes it super easy ....
That was the best video I've ever watched on gradient descent. I was searching for just one video that could teach me what GD is, and I couldn't find any. Thank you for this thorough explanation, sir. If you were in front of me, I would have kissed your hands.
Sir!! u deserve my first salary ,, indeed best explaination on GD i have ever seen ,, even uni teachers are bogus in front of u love u from Pakistann!!
One of the best videos in Machine Learning and the important concept like Gradient Descent. It's been a few days I was searching here and there but not found any profound understanding like this. Love you sir. You owe a lot of love and respect.
Words are not enough for the efforts you have taken to make this explanation so seamless and at the same time so comprehensive. Thank you Nitish Sir.
Best video And so much thanks from the bottom of my heart to cover this topic, sir. Now after watching this lecture I am seeming we are going to get the next Krish sir to teach in Hindi. Thank you, sir.
really love you sir, i first saw andrew neg sir machine learning course and after watching your video i feel i wasted my time over there... one request sir please never stop providing this high level of content. many of us really need your guidance.
Although I'm from Biology background, but this kind of explanation not only give you the complete clear explanation from Zero to hero level also it boost your confidence. Hats of you sir.
Why is he so underrrated i mean what a masterpiece this video is surely deserves an oscar
WOW, the way you explained it....this can not get any simpler. SUPER GLAD I found your playlist. Thanks a lot.
what a depth of explanation on Gradient Descent in the whole history of TH-cam,, Thanks a lot sir
Love you bro I never able to learn this at university time. Love you from Pakistan I love the way you taught
Honestly i have't find anything better than you ML videos. Thanks
YOU ARE A GOD . THANK YOU FOR PROVIDING THIS QUALITY CONTENT FOR FREE
This has been my favorite video of this series!...ML was never this interesting before..Thanks a ton Sir
Sir this is the best explanation on gradient descent so far. It answers a lot of deep learning questions. Thank you for your hard work. We all really appreciate you. Love❤
this was amazing i could not find any such explanation
btw i am a mechanical guy yet in my college DS minor is offered and there is GD part which seems so tough
i am competing with CS students who grasp all such things very quickly
thank you thank you so much for this video teaching on GD sir
May god always shower his blessings on you
This 100 days ml series is hands down better than any paid ML learning course in market
Best 2 hours of your life will be spent here!
Amazing Explaination
Appreciate your hard work . This channel deserves million subscribers atleast
Sir I really want to thank you.
Can't express in words about the impact which you have put in my life
The best vedio I have ever seen on gradient descent.
Excellent effort explaining GD. Your channel trumps every other channel explaining ML. thanks
Sir Aapse gradient descent padh ke maza aa gya, bahut detail me padhaya
Absolutely amazing and pure content with extreme depth knowledge. Kudos to you and blessed to have somebody like you to teach us. May you live forever.🙏🙏🙌👏
This video and channel needs millions of views. Thankyou, i never understoof GD but now its all clear
Unbelievable explanation. Never ever seen a such detailed explanation. Amazing. Keep inspiring and going. Thanks a lot.
Sir Phele to साष्टांग प्रणाम. Sir its very difficult to find a teacher who enjoys teaching (everybody are just running after money), on top of it to take so much effort for this very important subject (just for GD you have made multiple videos.... WOW). Because many people like me who first get lost in the subject, then get scared and lastly we start to make errors. Thank you for being the career and life saver.
Looking at this i have joined your 2023 DS batch as well.. Thank you once again. प्रणाम !!!
The best explanation of gradient descent that I've ever seen
These videos are pure gold. I cant tell you how good these videos are.
These are some amazing visuals that I have ever seen. This motivates me to continue my machine learning journey
Sir, your hard work is evident ... This channel is so overrated... Truly a teacher everyone deserves ... lots of love and Thank you for serving us with your unconditional love ...❤❤
underrated*
Watched it again.... excellent and extreme excellent !! sukoon milta hai kuch aisa content samajne me !!
Sir, I am learning by watching your videos and enjoying your teach method. Wish to meet you real someday. (Virtually touching your feet with respect)
Great sir. you live long. God will bless you everything. Prayer from core of my heart. This is real humanity service.
analytics vidhya k blog aur aapke video ..bomb h sir ..thanks a lot sir
watched this video from start to end without getting bored, lots of love and respect Sir 💖💖🙏🙏🙏🙏
Best video on universe to explain Gradient Decent
Thank u so much Sir itni Struggle krny k lye.. sary concept clear kr dye apny..buhat hi acha smjhaya he shukrya Sir!
I don't know why sir you have so much less followers you are better than anyone on youtube including krish naik huge respert for him also but your explanation is way better plus your body language is so positive
Sir Brillient i have watched this video twice this the brillenit explanation i have share this video in my data science community hats off to sir
outstanding sir, i am beginner and currently enrolled in thesis 1, respect from pakistan
I have not seen so much of depth explanation of GD. Best Explanation.
I wish I can give 100000 likes . Hats off 🎉you are brilliant , sir. Thank you so much .
Bhut bhut bhut mast Nitish ji. Dil hi aa gya, main bnut darta tha Gradient Descent se, ab toisme mza aane lga hai