Gradient descent simple explanation|gradient descent machine learning|gradient descent algorithm

Gradient descent simple explanation|gradient descent machine learning|gradient descent algorithm
#gradientdescent #unfolddatascience
Hello All,
My name is Aman and I am a data scientist. In this video I explain gradient descent piece by piece. In this video, my intention is to make gradient descent extremely simple to understand. Gradient descent being a very important algorithm for machine learning and deep learning is a must know topic for every data scientist. Below questions are answered in this video:
1. What is gradient descent?
2. How gradient descent works?
3. Gradient descent algorithm?
4. What is gradient descent in machine learning?
5. What is gradient descent in deep learning?
6. How gradient descent algorithm works?
About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.
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[@Agrima_Art_World]

My question is when we calculate Partial derivative with respect to 'c' and 'm' ,we should consider one as constant.For example
to calculate partial derivative of cost function J with respect to c ∂J/∂c ,we should consider 'm' as constant .So the above calculation should be like this. -2[2 - (c+m)] + (-2)[4-(c+3m)] => -2[2-(c)]+(-2)[4-(c)] => -2[2] -2[4] =>-4-8=> -12.
Please confirm

[@diobrando1253]

Yep when we calculate w.r.t c m is const and vice versa.

[@brajeshanand]

Hi Anjani...why it is -2[2-(c+m)] as derivative od [2-(c+m.1)]^2 . dont you think it should be 2[2-(c+m)] from the derivation rule.

[@soumyapatil4991]

why -2 i still didnt get it... it should be ... 2[2-(c)]+2[4-(c)] right?

[@manisharvinds895]

Could you please elaborate on your derivative method @Anjani Kumar . I guess the value -4 in the video is correct

[@sajjadabdulmalik4265]

Why -2?

[@thaitran7272]

I like how you simply talk and explain .Especially, your speed is enough for everyone to understand such a tough concept like gradient descent.

[@melihulugyldz9861]

the info you have given at arount 7:00 was very insightful. it shows why gradient always points in the direction of steepest ascent. thank you

[@paonsgraphics9750]

You're just amazing! Anyone can understand gradient descend by watching this video. Thanks!

[@suresh9031]

great ... simple and best. Thank you.

[@zakikhurshid3843]

Great explanation. Thank you for this.

[@T1s_kashyap]

Why do I understood everything... Thankyou so much sir ❤️❤️❤️❤️❤️.

[@farcim]

Great explanation

[@samsricatjaidee405]

Thank you. You make me understand this.

[@sukhleenkaur7061]

Awesome explanation Sir!! Great work!!

[@brijkishortiwari2077]

Hi Aman sir, i am a PhD scholar (almost completed) from IIT Madras and since last few months just for my interest i was exploring DS, ML and DL (though i am not from CS background) and landed with some of your videos on UDS which really increase my curiosity to learn more about it. Though i have explored a lot online videos and many other sources on ML including corsera etc. but i can say that your explanations are extremely good for conceptually to understand the subject. Just i am not able to control myself without appreciating your great effort and you are doing really a great job/help for the aspirants of ML/DS. Thank a lot for all what you are doing.

[@UnfoldDataScience]

Your comments are my motivation Brij. Thanks a lot.

[@Mariyamnp2]

Thanks for your feedback

[@mahboobulhassan7419]

11111qqqqq1qpq

[@vaiebhavpatil2340]

great explanation.

[@aneeshwath4463]

Nice Explanation!
Liked Your Simplicity...

[@aparnasingh4096]

Went through lots of articles but didn't understand the core. But your video made it clear within 15 minutes :) Just awesome keep up the good work :)

[@UnfoldDataScience]

Thanks Aparna, your comments are very valuable for me.

[@ashwinigavali3316]

excellent explanation

[@goelnikhils]

Amazing Content

[@HasanKarakus]

Great job

[@pankajgoikar4158]

This is the first time I'm learning about Gredient Desent, and I understood how algorithms work. This video is amazing. Thank you so much.

[@UnfoldDataScience]

You're very welcome Pankaj.

[@architasingh5659]

Your explanation is awsm

[@sherlinchand2277]

very clear and wonderfully explained. !

[@sociologie4507]

Good job.

[@gowithgrade2284]

great brother thanks.

[@yashsinghal7471]

very well explained thanks🙄🙄🙏🙏

[@jayendramanikumar9211]

Best explanation in the short time

[@nazmussaquibkhan]

Thank you.

[@etikyalanishanthreddy1969]

Thank you sir, This video is very Helpful :)

[@Vinit_Ambat]

Well explained!

[@akashmanojchoudhary3290]

Thank you so much aman. I don't know why I didn't come across to your videos till now. Keep up the good work. :)

[@UnfoldDataScience]

So nice of you Akash. Pls share in Data Science groups if possible.

[@ManiKandan-lx9zg]

Great great lecture for gradient descent I have ever seen....thank u so much for sharing ur knowledge sir ❤️

[@UnfoldDataScience]

So nice of you Mani. your comments mean a lot.

[@143balug]

This is one of the best explanation video about Gradient Descent, I like your detailed explaination. Looking forward for more videos on various Optimizers.
Thank you

[@UnfoldDataScience]

Thanks a lot Bala. Yes will create on those topics as well.

[@enishpandey2480]

Amazing man

[@himanshirawat1806]

Simply wow. After a month I understood today Gradient Descent. Thank you soo much for the video 😊

[@UnfoldDataScience]

Welcome Himanshi. Means a lot to me.

[@ajitmalik2208]

Greate man 👍 👌 💛

[@pdivya4900]

Good Explanation !!!!

[@ideas4951]

Sir you are great!!

[@aakashdewangan7313]

V Good :)

[@AhmadSultan-yz6ek]

This is just amazing.... simple explanation of a complex thing.

[@UnfoldDataScience]

Thanks Ahmad for watching.

[@elcheapo9444]

Your teaching method is masterful! None of the books I read go to such depths. Thanks!!

[@UnfoldDataScience]

You're very welcome!

[@hitechsubho1]

Thank you for explaining it in simple language. Wonderful.

[@UnfoldDataScience]

You are welcome Subhendu.

[@surajitlahiri]

One of the best explanation of gradient descent. Thank you so much. Very informative

[@UnfoldDataScience]

Thanks Surajit.

[@goundosidibe9964]

Amazing. Thank you soo much for this video . You included everything and its very well explained.

[@UnfoldDataScience]

You're very welcome Goundo. Please share the link within data science groups. Thank you.

[@margaretrozario2203]

Thank you Sir

[@SachinSamhita]

Great cheers

[@UnfoldDataScience]

Thanks Sachin

[@jagadisheslavath4578]

Thank you for the detailed explanation with simple example :)

[@UnfoldDataScience]

Welcome Jagadish.

[@prateekdahiya3991]

Thank you, Thank you, Thank you, Thank you, Thank you soooo much!

[@chriseyebagha9454]

This is the best explanation that I have seen on Gradient descent, i mean, I already had a great idea of what it was but you took me to a different level. Thank you!

[@UnfoldDataScience]

Glad it was helpful Chris :)

[@AlgoTribes]

couldn't agree more..😂😂

[@AlgoTribes]

I was recently impressed by the deeplizard explaining these concepts....now these content makes me feel more safer than i could have imagined..😀😀

[@evanshareef2397]

Excellent !!! I have liked the video very much!!! You taught and asked question exactly what I was looking for! And I was looking for such explanation. Go ahead,sir.

[@UnfoldDataScience]

You are welcome Evan. Your comments are my motivation.

[@anuradhabalasubramanian9845]

Absolutely amazed by your simplified teaching Sir ! Great going

[@UnfoldDataScience]

Thanks Anu.

[@ToshioKhan]

Thanks

[@drbobmathsonlinemathstuiti5226]

Thank you for a clear and detailed explanation of this topic

[@UnfoldDataScience]

Glad it was helpful!

[@gayathrigirishnair7405]

This finally helped me to understand Gradient Descent. Thank You.

[@UnfoldDataScience]

Thanks a lot.

[@DURGASREECHOWDHARYKOMMINI]

I have gone through lots of explanations and it was not understood. But through this video, i got the confidence in continue my learning forward. supeerr sir, thank you

[@UnfoldDataScience]

Keep watching

[@aaronlopes5256]

New value=old value-learning rate * slope
this made me understand the whole concept within seconds.
Thank you Sir!

[@UnfoldDataScience]

Welcome Aaron.

[@wsalvaterra]

very good, thank you very much

[@UnfoldDataScience]

Thank you too!

[@ansh6848]

Wow!Awesome Explanation I was not getting it after studying it 3-4 days but after watching your video it seems pretty easy to me

[@UnfoldDataScience]

Thanks for watching.

[@kuppuswamyr4360]

Awesome sir.thank u for the valuable content 😀

[@UnfoldDataScience]

Thanks a lot kuppuswamy, happy learning. Tc

[@cryptoin09]

Awesome video...keep it up bro...loved it..concepts getting clear

[@UnfoldDataScience]

Thanks Debasish.

[@Mr_Sin99]

Beautifully explained. Keep up the good work

[@UnfoldDataScience]

Thank you James, I will

[@sayansen11]

Awesome ... very simple explanation

[@UnfoldDataScience]

Thank you. Happy learning. Tc

[@saptarshichattopadhyay8234]

Thank you so much💗💗💗💗

[@0SIGMA]

Damnn... I don't know how far your knowledge extends but I am finding very easy to understand with fun real world example. I am your new subscriber. 🎉❤️

[@UnfoldDataScience]

Wow, thanks Aaron.

[@mumairali766]

Excellent

[@UnfoldDataScience]

Thank you! Cheers!

[@sandipansarkar9211]

great explanation

[@UnfoldDataScience]

Glad you liked it Sandipan.

[@yoyomovieclips8813]

Great work sir,i finally understood from your video.Thanks a lot

[@UnfoldDataScience]

You are most welcome

[@srinivasrathodkethavath9545]

Very nice explanation.

[@UnfoldDataScience]

Thanks

[@sudhasenthil9271]

Excellent explanation

[@UnfoldDataScience]

Glad it was helpful!

[@charlottenouwen8553]

Your RUclips channel has been extremely helpful in preparing for job interviews. I just landed a data science job at McKinsey. Thank you!

[@UnfoldDataScience]

Best of luck Charlotte.

[@preranatiwary7690]

Amazing.

[@UnfoldDataScience]

Thanks a lot :)

[@dr.himanimittal9880]

Brilliant. Thank you

[@UnfoldDataScience]

Welcome.

[@mishisareen4925]

Awesome!

[@UnfoldDataScience]

Thank you! Cheers!

[@Person-hb3dv]

Well explained sir. Thank you

[@UnfoldDataScience]

You are welcome

[@krishnamore2281]

really help full !!!!!!

[@UnfoldDataScience]

Thanks Krishna.

[@malathip8986]

Neat simple explanation

[@UnfoldDataScience]

Glad you liked it Malathi.

[@naruto5437]

this is amazing stuff

[@UnfoldDataScience]

Thanks Deen. Pls share with friends

[@mayankdeep433]

Very well explained.

[@UnfoldDataScience]

Glad it was helpful!

[@SaidElnaffar]

You are a real master -- Liked, Subscribed, Shared!

[@UnfoldDataScience]

Thanks a lot Said.

[@0SIGMA]

Same 🔥

[@SumanDas-fx5vu]

great video

[@UnfoldDataScience]

Thanks for the visit

[@araeneangela]

Your videos are gold. Thank you for all your efforts

[@UnfoldDataScience]

Your comments motivate me. Much appreciated!

[@ajaykushwaha4233]

Awesome explanation.

[@UnfoldDataScience]

Thanks Ajay, hope u are doing good and staying safe.

[@vcjayan8206]

Hi, simply explained, thanks

[@UnfoldDataScience]

Welcome :)

[@bslnada9248]

thank you so much !!!! you are a great teacher

[@UnfoldDataScience]

You're very welcome! pls share with friends

[@yogenderkushwaha5523]

Thanks man. Keep making such deep explanation videos related to ML. ♥️

[@UnfoldDataScience]

My pleasure Yogender. Your comments are my motivation.

[@pratyushanand7429]

Amazing explanation

[@UnfoldDataScience]

Thanks Pratyush.

[@nazmulhasanriaz2851]

Well explanation...

[@UnfoldDataScience]

Thanks Nazmul.

[@mandarmore.9635]

thank you so much for making this video you are amazing

[@UnfoldDataScience]

Thanks Mandar.

[@bahkeith7357]

i don't know what this world will be without indians youtubers. thank you very much at least i got something

[@UnfoldDataScience]

Glad you found it helpful

[@sheikhshah2593]

Really a great lecture . Cleared many doubts.

[@UnfoldDataScience]

Thanks Sheikh.

[@vijayalaxmiyalavigi6232]

I understood sir, thank you very much

[@UnfoldDataScience]

You are most welcome Vijayalaxmi.

[@FarhanAhmed-xq3zx]

Thanks a lot..Awesome explanation
💥💥👌👌👌

[@UnfoldDataScience]

Thanks Farhan :)

[@karanveersingh9634]

Thanks for explaining it so simple

[@UnfoldDataScience]

Happy to help Karan.

[@tejaspatil3978]

Very thank you sir...

[@UnfoldDataScience]

Most welcome Tejas.

[@arunmehta8234]

thanks sir ! Very helpful video.

[@UnfoldDataScience]

Welcome Arun

[@rajeshnimma155]

good explanation

[@UnfoldDataScience]

Thanks Rajesh

[@manojkesana2150]

Great explanation!!

[@UnfoldDataScience]

Thanks Manoj.

[@vinayvinnu7608]

Love you bro
Thank you soo much

[@UnfoldDataScience]

Always welcome

[@raghuprasadkonandur7955]

Very good video. Clear explanation

[@UnfoldDataScience]

Glad you liked it

[@aspaceman9464]

Hello Sir, do we use the same formula to find the new value of M.

[@sahilgarg7284]

Brilliant!

[@UnfoldDataScience]

Thanks Sahil.

[@createownhappiness3227]

you made it easy, thankyou 🥰

[@UnfoldDataScience]

Thanks a lot. Pls share with friends also.

[@csa5129]

keep it up sir, good explanation

[@UnfoldDataScience]

Keep watching. Thanks a lot.