Linear Regression, Cost Function and Gradient Descent Algorithm..Clearly Explained !!

Hi Everyone! I apologies for the high music volume. Unfortunately there is no way for me to edit this video currently on YT studio without deleting and reuploading it! I'll make sure the volume is suitable in all the new uploads. Thanks :)
Linear Regression is a simple yet effective #ML model to predict Continuous Target Variable like Price of a house from its size.
This Video clearly explains all the steps that are needed to train a Linear Regression #model from computing Cost Function to implementing Gradient Descent Algorithm through housing price problem.

[@mohammadawwad7832]

good explanation but please consider removing the song or don't put any background song in your upcoming videos because it kills concentration.

[@sivakanthreddy6290]

yes

[@meghalbhansali5820]

Thank you, this is the best video I found. Was struggling to understand these topics but you explained them in such depth easily and in a very short time! Loved the humor at the beginning too. Cheers!

[@harithaprakash8306]

Thanks a ton! I was having trouble understanding these concepts, but you articulated them in such a clear and concise manner..
Cheers!!

[@ankitpatidar7194]

best video on yt for this topic (short and to the point) ,please continue this series.

[@arvindhh3720]

had goosebumps !! when you said congrats on learning 1st algorithm

[@_MuniraAkterMoni]

The first vidio that actually explained very clearly!! I'v been struggling a lot to understand this by different vidios bt none of those could explain this much clearly...😍

[@sunilbastola]

Coming from Andrew NG's course !! You made it clear..

[@aris.konstantinidis]

Thank you so much! Studying computer science would be hell if it weren't for guys like you :)

[@atulkadam6345]

That was amazing... Dude watched too many videos from.other youtubers but now i got my final destination..🙏

[@preetjotkaur3206]

a clear description of the topic.. thanks and blessings!!!

[@abubakarsohail3271]

one of the simplest yet effective explanation of this concept!

[@pawankumawat2295]

Well Explained.
Thank you so much Sir.

[@larat.h.6320]

Thank you sooo much! I finally understand this topic!

[@yourfellowmuslimyagi2065]

The best explanation on the internet about this topic and I am not exaggerating.

[@priyanshuvats4066]

Thank-you Omar.

[@abhilashagoel4972]

great video.. got clarity on regression and gradient descent.

[@ragghawan]

Very good video with veryy simple explaination . Also nice quotes for refreshment. Keep up the good work... 🤩

[@herbertfontoh5560]

Thanks alot . Explained clearly

[@Thelaibakhan]

Great! Thanks for this video

[@erinnerunganewigkeit2290]

It is brilliant... Thank you very much.

[@user-rx2kl9ct2z]

Thank you, you explained it so simple!

[@gee_at_ease]

Thanks man, great explanation. Thumbs up!👍

[@priyanshuvats4066]

Glad it helped!

[@Bididudy_]

Thank you man. It was great explanation

[@Ashishkumar-zv2ot]

Hey Priyanshu, Keep teaching . You are awesome :)

[@abdelh70]

The best explanation! Thanks.

[@priyanshuvats4066]

Glad it was helpful! Thanks Abdul :)

[@josy4767]

Really great video - thanks

[@olawayefemi360]

Thanks so much for this

[@abhinandansharma3823]

Wonderful Bro

[@haneyaseemein9845]

the bgm has hyped me so much omg

[@lotus3678]

very well explained

[@theforester_]

really nice explanation! thanks very much.

[@theforester_]

just one questions at 7:05 you show a0 and a1 being update at each iteration right? my question is: is it the x position and y position in the gradient slope as being (x = a0 and y = a1?) or being intercept and slope of regression? . thanks ! greetings from brazil

[@osho2810]

amazing sir......i enjoyed a lot and now free from complicated mathmatics.

[@priyanshuvats4066]

Thanks Tushar !!

[@admiralkaran]

gr8 work man

[@akashvyas7715]

Pls reduce background sounds

[@jawadasif8130]

best explanation ever

[@AllanHelboe]

Very fine explanation, good balance between theory, math and visual understanding! But the music is EXTREMELY annoying and distracting!!

[@pranathisingaraju4248]

Best explanation😊

[@shahinurrashid9518]

you are a god sent

[@Mr.chandan]

Good explanation

[@surajsukumaranaiml8069]

hello sir...... i understood the concept explained by you ..... thanks a lot .
can you explain a problem solved using gradient descent method in any other video....???

[@srikanthyadav1899]

thanks a lot :)

[@skystars2091]

Very good

[@life3.088]

ur vadio is awesome
i think u have work more for us sir

[@Anjaliyaa]

Why did you stopped making videos? Let me tell you, you explained linear regression very easily without making it complex with maths that too in 9 minutes.

[@HelloWorld40408]

Thank you

[@lllLockonXstratoslll]

great video my friend but the music is too loud

[@raheelamughal1242]

Best ever video

[@ninaricci7643]

Hey why did stop making ML videos. You explain the concepts really well, would like more explanations from you

[@priyanshuvats4066]

Thanks Nina! I will upload new videos soon :)

[@sanjayshankar6190]

@@priyanshuvats4066 first remove the fucking background sound that horrible!

[@akash-uy3uh]

because he steals videos from statquest channel and he hasnt uploaded any videos yet. its copyright infringement

[@deeptidas7246]

Thanks for the explanation. I have a doubt why 1/2m is used for cost function .I didn't get why it was divided by half

[@asamoah-danquahstanislaw2002]

Nice Explanation. Reducing the song at the background would have made this an even better video

[@sanjaisrao484]

Thanks

[@amarpreet3519]

mast bro mastt

[@karanpurohit8283]

👌👌

[@arindamrana]

Amazing explanation ! but the bgm is extremely distracting

[@kavankomer3048]

Hi Priyanshu, why you are not adding more videos? You explain so well 👍

[@thecarradioandarongtong4631]

Which is this soundtrack, have heard it earlier. Bohot acha hai

[@srilathapradeep80]

hi, Can you make a video explaining the Neural Network with examples, Thank You

[@anketsonawane6651]

Nice

[@priyanshuvats4066]

Thanks Anket :)

[@varunnayyar3138]

Looks a lot like Statquest. So similar that it got recommended

[@Nada_Slh]

YOU ARE SUPER

[@seetllee]

good explanation but the loud music is really annoying

[@naturemusicguru]

Background music must be minimum sir

[@zainulabideen1279]

Well explained
Sir
But background music.........................

[@MrLazini]

who told you it'd be a good idea to add the music in the background bro...

[@kodalibhuvansriharsha8835]

why are we taking 1/2 in front of the cost function

[@priyanshuvats4066]

Bhuvan, because of ease of calculation of gradient descent. While taking derivative of cost function, a factor of 2 comes because of square terms in cost function. That gets cancelled with 1/2.

[@praveenmundkar8303]

Try to not add music in background or atleast keep its volume low

[@anarmilan8848]

Reduce the background music

[@priyanshuvats4066]

Hi Narmilan, I apologies for the volume of background music. This was my first experience with adding music - Unfortunately there is no way to reduce the volume of this video currently without deleting and reuploading it. I will make sure this doesn't happen in future videos. :)

[@muhammadburhan8185]

why music?

[@al_mudatheryahia8471]

Please stop the music

[@abdullahal-jawhi4375]

we ca't hear bc of music

[@Mustistics]

I don't really get why your cost function is divided by 2m, instead of just m. Any other place I've looked it's just divided by the population, not double the population.

[@abdelrahmankhaled9618]

Music is so loud

[@simonalejandro9481]

great video , but the music outvoices you almost, so unncessecart-....

[@user-oc5mn8dk5f]

If its high level explanation of concepts, then Video is good, but sorry to say that its very difficult to understand for the guy who has started learning from basic. Most of the concept are direct consideration without explanation of how those equations came

[@hippo50410]

Music is too loud

[@sawyamgupta3811]

Background music nikal do bhai

[@mahfuzuddin4545]

lower the music

[@imdevil1323]

background sound is loud compare to your voice .....i think u need to know thisss

[@siddharthgurav6407]

background sound irritates pls ........... dont use BGM

[@ahmedelaraby7656]

music too loud!!

[@ahmedajminenehal1538]

Can you not add music to your video? It is so disturbing!!

[@muddasiraziz1523]

informative but music is louder than your voice which is annoying

[@shivasaipothuganti7945]

background music is much louder than your voice

[@hrishikeshbajirao]

The music in the background with your voice was very distracting, i would suggest that you not use background music in the videos

[@amarsinghal100]

Video without music would have been better

[@priyanshuvats4066]

Hi Amsing, I apologies for the volume of background music. This was my first experience with adding music - Unfortunately there is no way to reduce the volume of this video currently without deleting and reuploading it. I will make sure this doesn't happen in future videos. :)

[@meher94]

Remove the sound next time, it is sooo distracting and annoying after a point. Thanks for the content.

[@m.y.m401]

unnecessary background music

[@AhmadRaza-ht8fo]

plz remove background music

[@atod2572]

background noise is so annoying.

[@CraftMusic]

the music s so annoying!

[@ansumankumar4797]

can you please ask to stop the music till you are teaching. I don't know why people disturb others when they are studying or teaching.

[@brainlife]

stop the music

[@prabinakupani8048]

Please stop the background music it's disturbing

[@Arshnoor_AB]

Please remove the background music. It irritates a bit when listening at 2x.

[@asifsheikh252]

ya to padha hi lo ya fir background music hi baja lo
its not a vlogging vdo jisme itna music daal diye ho yrr

[@i-FaizanulHaq]

remove the music man or atleast reduce it

[@labbusharma9865]

please remove this song, too disturbing