Simple Linear Regression Algorithm Indepth Maths Intuition With Notes In Hindi
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- Опубліковано 6 лют 2025
- Linear Regression is the Most simple yet an Efficient machine learning algorithm
So, you landed up here after scavenging over the internet to understand Linear Regression and I must say that your search ends here.
So without further waiting, let us just jump to it.
“Generalisation is the ultimate goal of any machine learning algorithm”
Two major types of problems that machine learning algorithms try to solve are:
Regression - Predict continuous value of a given data point
Classification - Predict the class of the given data point
Linear Regression, intuitively is a regression algorithm with a Linear approach. We try to predict a continuous value of a given data point by generalising on the data that we have in hand. The linear part indicates that we are using a linear approach in generalising over the data.
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maine apka yahi video english channel pe dekha tha,kuch samajh nahi aya tha mujhe 3 baar dekha kuch nhi samjha,mujhe actually english me understanding utni acchi nahi hoti jitni hindi me hoti hai,ye ek baar dekh ke sab samajh gaya,bahut satisfactory video laga ye dekh ke , keep teaching use sir may god bless you
ua-cam.com/video/yrRhF1L9oAc/v-deo.html (California house price prediction 📊📈📉)
Mujhe nhi aya par samjh , itna hard math tha
Right , mujhe to headache ho gya global minima se@@shivamtyagi-ch8go
@@shivamtyagi-ch8go tera sabun bada slow hai
Same situation
No sir if anyone is looking it for the first time in his life without having the basic required knowledge that person to understand it properly...the best explanation of linear regression..thanks a lot sir❤
right 💯
Great video sir best explaination ever. Sir at 20:10 equation should be (0+(0.5)*1) and (0+(0.5)*2)
Thankyou so much so sir
👍👍
Hi Krish
I have nominates this playlist for "The Narional Creator Award".
All the best and thanks alot for all your efforts.
Sir shudh Hindi upanyas me bola jaata tha. Aapne bht ache se samjhaya. Mujhe ye concept pata hai lekin aaj aur bhi clear ho gaya😊😊
Well explained
One of the best lectures on linear regression on youtube. Thank you very much. Please continue this series.
06:33 Linear Regression in Machine Learning is the first algorithm to study, and understanding the mathematics behind it is crucial.
13:06 Linear regression creates a hypothesis to predict continuous values.
19:39 Understanding slope and intercept in simple linear regression
26:12 Hypothesis function and cost function intuition
32:45 Understanding the cost function and the relationship with hypothesis testing
39:18 Understanding the calculation of hθ of x and cost function
45:51 Understanding the concept of gradient descent and global minima in linear regression
52:21 Gradient descent algorithm and the role of learning rate
Bro is literally the best teacher, other youtubers are just nursery class NPCs with surface level memorized material.
Super best teacher hum kitne bhi English medium wale ho jab tak hindi me na samjhe concept nai clear hota English me itna clear kabhi nai samajh aya bt hindi me jo samjha wo ab kisi ko bhi English me samjha sakte hai thank u sir me anglo Indian School se hu bt jo mujhe hindi me samajh ata hai utna clear concept English me nai aaya aaj tak 😊😊😊
You are yoo good.. the way you explain, a non math student can also understand and learn the regression. Thanks for your time and effort.
Ofcourse sir, when ur face is visible so i learn like someone is in front of me to guide. please never ever turn off ur wecam...its also helps a lot for virtual appearance
I'm truly at a loss for words. The way you've conveyed such deep concepts through storytelling is simply brilliant... Hats off to you! By the way, you've officially become my online mentor."
wow man... Just amazing... tried to learn this topic from multiple channels and finally landed here... Just amazing
now i am feel better to learn more about ML. every teacher should gain teaching skills like you hand off thankyou sir
One of the best in-detail explanations of Linear Regression.
Absolutely Amazing method of teaching. I have never seen any instructor before you. LOVE from PAKISTAN.
Great explanation sir! mein around 2 month se linear regression ke peche ka logic padne ki koshish kar raha tha par aaj jaakar samaj aaya
sir u are amazing I watched this video three times to master this concept.
sir I am student of mathematics and statistics our teachers can't use this kind of approach for easy understanding.
Excellent quality of education content for free. You are a King of DS industry from India.
Hi Krish, shout out to Andrew Ng
your videos are very interesting even you do the technical explanation. I am newbee to DS world, I am doing a course with Greatlearning . But your videos are quite impressive than that of the IIT faculties teaching online.
Those are academic based, its training based, most of them r researcher so some r good some okay, follow book 4 5 books and filter 2 book for notes and then watch vedios .
@@Satyam1010-N can you recommend me some books? I bought Python Data Science Handbook, but it doesn't come with any mathematical explanation.
Really great work sir, i have enrolled in a course for DS learning , but the teachings are really boring and hectic there , but your vids are so simple to understand ,clean execution.. Thankyou for all Ur efforts . The vids are really helpful for ppl like me , who wants to strengthen the basics. Hindi vids are relatable and quick to grasp.
Jaberjast explanation. Peta hai sir, ineuron mein bahot se trainner hain. But knowledge hona aur usko express kerna do alag cheeje hain. U r the only trainers baki sab bas time pass hain. Maine apne bahot se friend ho ineuron recommend kiya on condition if Krish sir padha rehe hain to course register kero else koi bhi ho sunny or that IITian guy or even Sudhansu then register on your own risk.
Sir, this is a Crime You can't let this stream Quality content for Free. Best teacher in the domain of Data Science. Hats off to you sir!!
0:57 Yeaaaahh ! Abhi maaza ayega na bhidu ! 😁
Thank you so much
bht time bad koi acha mentor mila
thanks for conducting session in hindi sir. Most of the time coding is better understood in Hindi only.😀
Awesome, you are one of the best teachers... take a bow ..
One thing i want to say : Great Channel in entire world ❤❤ @ Krish Naik
You speak like match commentary, amazing , maza aya padhke ❤❤❤❤❤🎉🎉🎉🎉🎉
Thank you sir. Very nice explanation. Some of my basic maths is clarified with this video too. Thanks again.
Etne aache se gradient decent Maine kvi nhi smjha tha ❤❤❤❤❤
Waoo, great fan of your sir, you expain each and every technical concept very deeply. Your videos are best among all of the other stuff available.
Great lecture, sir! I really enjoy your machine learning videos, especially your Hindi. It's so good! I request you to please make more videos in Hindi to help Hindi medium students. 👌🙏
best content on internet today...thank you sir.
OP SIRR ek hi baar me pura samaj aagaya thanks sir ji
hahahaha khachaak line maar diya ... sir you amazing...i really seen all your AIML tutorials.
sir you are an inspiration for me i want to be like you😊
After 2 years I got clear understanding of LR
Crystal clear Sir ! Thanku so much for great expalaination.
wow sir........What an amazing Explanation. One of the best explanation on youTube.Instantly subscribed.
you are doing perfectly it in Hindi
Mast padaya sir ❤️ maine English me bhi dekha he apke vedio but mujhe Hindi me achha samja
Well explained. Very excited for Hindi series.
just a nitpick at 47:30 in case2: when slope is negative, theta(1) should be equal to theta + alpha*(slope). hence only theta(1) will decrease otherwise in your case theta(1) is increasing. The video is fabulous though.
Hi, Can you please help me in understanding what exactly is Theta referring to? Is it the one change in Unit?
@amanrazz2091
Great initiative in Hindi Thanks Krishna
such a helpful video, really appreciate your efforts krish!
👏
You are also good teach in hindi...very nice tutorial in hindi.......please Teach Deep Learning in hindi laguage.
Thanks Sir Amazing Explanation
Sir, I'm hoping to learn DS and your videos are really good, went through all your playlist but couldn't find a specific playlist for beginners in DS, It would be really helpful if u could make a sperate playlist
yeah much needed i got the concept too but didn't able to build my fundamentals as a newbee
thanks sir for explaining in hindi like its totally understandable.
Great yar kamal❤
best video on linear regression!
Hindi may sikhane k liye shukriya♥️
sir thanks for uploading in hindi. AAb aap love hai hamarey .
plz upload the remaining videos
thank you sir for making video in hindi....wonderful teaching sir..
You are gifted ❤
awesome video.. keep it up sir. :)))))))))
thank you sir, this is gold for us ❤
Thank you sir for Hindi
wowww what an explanation
Really nice explanation
Great great great ❤️
Now i can also teach to someone after understanding very well
Thankyou so much sir ❤ for teaching in Hindi
Awsome Sir 🎉
sir i am big fine of you from pakistan i love your voice and Explation
Ab clear hua pura thanks a lot..
What an explanation Sir Ji. 👏👏👏
great video learnt everything
Thank you sir
हिन्दी में बनाने के लिए ❤
we want to see your face sir because it feel like interactive. but one suggestion if you remove background by using chromakey or any thing else it will better. although everything is good. Thanks for making wonderful conceptual series.
😀
Dear Krish..i started Mtech in WILP programme from a recognised university and i believe that your videos are far more informative and explning than professors who are teaching and explaning. It a wounderful experience watching you all teh time and getting learnet. Your videos are amazing. It is very helpful for we beginners. Kudos man
ua-cam.com/video/yrRhF1L9oAc/v-deo.html (California house price prediction 📊📈📉)
hahha hey ravindra looks we're in the same boat. in which course you're in AI ML or DSE, and which batch?
@@csetanmayjain AIML bro
@@ravindracute I'm also in the same course
awfully awsome lacture sir....great help
Only if I would have found out this video before my exams, I would've performed well
Thank You Krish Bhaiya 🙏
very nice video sir, it is helping a lot
Instantly suscribed. Amazing teaching especially when you explained the gradient descent concept so nicely
sir, I have a doubt, cost function ka graph bhi toh cost function ki values se hi plot hua hai and cost function ki values ke liye theta1 ki values pta honi chhaiye, so basically hume wo theta1 ki value toh pta hi hai jiske liye cost function min hai, only then we can plot the graph of cost function, so why we are using the repeat convergence theorem ??
sir what about reinforcement learning??
Your explanation is good! But Nitish singh Campusx is Too good
Great teaching sir well explained parameters of machine learning & problems of linear regression...
Krish brother, do you do mentorship for growing people in data science?
thanks so much for the video .,,,so easy ,very helpfull
Thank u sir......u r explanation is awesome....u r gr8 teacher
Excellent and easiest explanation but SIr Gradient Descent is too slow for large data set and for that we further moves to stochastic gradient descent. Sir It will be very nice of you if you will cover further details and along with the conversion of mathematical portion of algorithm to python program with some practical example.
Amazing Explaination
16:50 you can use your selfie cam. Ye bhi super power hi hai na, bass hame obvious lagta hai
Best! Thank you so much sir!
One of the best video
It is really a good source. I have doubt that, we can check the max or min value by with 2nd order derivative. is my question in right direction?
Good Content
Great video sir 👍
sir app OG ho sir!!!
thank you so much for beautiful expalnation
I am new to Machine Learning. I have a question regarding a dataset where the output column (dependent variable) is skewed. Can we normalize the output data? If not, why? I've seen many videos that recommend normalizing only the input data (independent variables).
Awesome Explanation with Examples
is an ai ml eng... student also follow this playlist or as data science student only ... please reply kuki mene python pura padh liya hai or me 1st year ka student hu aiml ka kya me isko continue kr skta hu kya krish sir
excellent explaination
Thanks a ton for making videos in Hindi
Mazza Aa Gaya Sir G