Hindi Machine Learning Tutorial 4 - Gradient Descent and Cost Function

In this tutorial, we are covering few important concepts in machine learning such as cost function, gradient descent, learning rate and mean squared error. After going over math behind these concepts, we will write python code to implement gradient descent for linear regression in python. At the end I've an an exercise for you to practice gradient descent
#MachineLearningHindi #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #MachineLearningCource
Code: github.com/codebasics/py/blob...
To download csv and code for all tutorials: go to github.com/codebasics/py, click on a green button to clone or download the entire repository and then go to relevant folder to get access to that specific file.
Website: codebasicshub.com/
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[@codebasicsHindi]

Check out our premium machine learning course with 2 Industry projects: codebasics.io/courses/machine-learning-for-data-science-beginners-to-advanced

[@kgtw5506]

i m sure even a school going kid will also be able to understand gradient descent now..... kudos to codebasics.... GD was too much hyped as a difficult topic to understand ... but codebasics explained it in simple laymen language

[@vanitapatel6391]

you are great sir,,,,,,,,,I show many video of gradient descent but they didn't solve my issue....after watching your video my all concept are clear...i hope you will continue this series....

[@priyaranjanrai5365]

After watching 20 video I came here it was the best video ever , I was confused from last 3 days but today cleared my concepts.

[@KumR]

You are the best trainer in Data Science. Period.

[@mazharbukhari786]

I can't admire you. I am not finding the words to tell you that you taught us in the way, we all understand clearly, especially I. Just one pray for you would that I listened to your lectures before 3 years, in this way, I would not waste this period. Almighty Allah bestows you more knowledge.

[@mohammadarif8057]

Thank You very much sir itni detailing and easy way kisi aur channel ni smjhaya h
great effort
hope you come up with more impt concepts of ML like this way of teaching
big fan

[@abhinagmal1940]

explained very well Sir.. Now I understood how formula has made.

[@uchihaa_kakashi]

Sir i was following all lectures in English
But ye maths nahi samajh aa rhi thi
Fir dekhaAap ne hi hindi me daala hua he
Hum dhannya hue guru dev

[@ajaykushwaha-je6mw]

Very very well explained. Thank you so much for making video in Hindi.

[@ajayrajput3681]

First time i watch your video in hindi , its hart touching

[@ankitjoshi6139]

Simply Awesome Thank you so much sir :) :) :)

[@ajmeershahtricks6666]

waoo thank you sir to know that you are also making ML playlistin in hindi .now its too much easy for me

[@vishalrai2859]

Sir never stop thks hindi series

[@sanskar_choudhary]

Great explanation with implementation 👍🏻

[@mondalshubh]

best explanation on yt

[@Ishowmeat8]

plzzz contiinue with the series ... its helping a lot

[@lifesko6522]

please sir make a tutorial on deep learning we don't have money to learn from any other source you teaching very nicely and you are my single hope your Hindi and English both video is straightforward to understand please make it as soon as possible

[@ANKURKUMAR-jz3bq]

thks dhaval bro you are doing aloat for us learnd aloat from you

[@harishgehlot__]

You are really awesome
Especially in hindi

[@NorthIsh90]

brilliant video sir...keep posting

[@paras-aiandstartups5457]

This is such a good video. Loved it.

[@vinaykumar1393]

Simple and very nicely explained.

[@santosh-ke7wu]

thank you for creating this and sharing references

[@technopathkeshav7835]

Thankyou so much sir ...it helped a lot 😊

[@SantoshYadav-gx3iq]

Hello sir, when i went through exericise, it works but cost remains same. i tried different learning rate and iteration but doesnot give perfect answer. Can you say me what is the appropriate learning rate and iteration... Thank you sir.. really your video helps me alot..

[@santoshhayaran5658]

Sir Why you stop posting tutorial ...you explain typical things in a very simple way , Don't stop it sir.

[@codebasicsHindi]

Santosh.. just today i uploaded few videos on pygame on hindi channel... give me some time. i have big plans for hindi channel

[@nupurray1895]

Sir why normalize = false written in output what does it mean?

[@Rafian1924]

You are the only person who made this concept very easy for us. Love you sir 💖

[@ankurjoshi9346]

Well explained, thanks!

[@girikgarg1268]

Very nicely explained!

[@shyamkrishna6000]

You are simply ausum......lots of more success waiting for you in future...

[@codebasicsHindi]

😊

[@sagar8460830871]

hello sir can we use gradient descent in machine learning algorityhm if yes than can you use this function in randome forest or kmeans algorithym.

[@chidanandanayak9609]

simply excellent...

[@meetsaurabhtiwari]

thank u very sir for making such a wonderfull video, please make some video on statistic please.

[@tamishverma2261]

Thanku the video is nice generally if u go with big wigs of ml data science in udemy or coursera courses there they dont explain the fact when to use they just explain the topics on how to implement those topics only. I got to know all the basics in this video thanks a lot

[@codebasicsHindi]

Tamish...sukriya for your kind words of appreciation

[@swamimisal7142]

woderfull explanation . plz make vedio on PCA

[@kunalpatrikar222]

Thank you so much sir for making such a complicated things so easy for us.

[@codebasicsHindi]

It's my pleasure

[@Gemreviewer]

Why can we not use MOD to get rid of the negative values?

[@AskHxnSolutions]

please make more videos in hindi/ urdu your english channel is good but it is awesome

[@abdulmanan17529]

❤ Great effort

[@KKinHD10]

Sir please make more in depth videos for machine leanrng and data science, your content is absolutely amazing.

[@nanditagautam6310]

Brilliant ! Please make Deep Learning Hindi course

[@an_old_tree8829]

Best explanation. Thank you sir

[@codebasicsHindi]

Most welcome

[@suhasnalawade344]

Great teaching

[@zenoth_]

What if we have multiple features ?? How to use Gradient descent then ??

[@UttamSrivastava-no9ex]

sir, I am unable to download exercises. Please guide me.

[@shivamgoswami3628]

Thank you sir maja avi gaii video samaj va ma

[@sagar8460830871]

Thanks sir for sharing knowledge. Thanks a lot sirji

[@codebasicsHindi]

Sagar, it is my pleasure.

[@epicrawat6053]

Thanks for this video ....

[@masters_tutorial]

I am impressed.

[@utkarshtripathi9118]

Exellent sir

[@dgankitgaming1872]

Excellent sir

[@ashishM11]

-xi derivatives ke trough kaise aaya ?

[@abizarkhalil]

very nice Sir, please implement BiGAN on NSL KDD step by step. i will be very thankful to your goodself

[@hhamzazaibbhatti1765]

amazing sir

[@ankushpatil8000]

Explanation....👌👌👌👌

[@arshad1781]

Need a sir more video on data analysis

[@raunakmasih8516]

It is showing error as Error in callback (for post_execute), with arguments args (),kwargs {}:
---------------------------------------------------------------------------
TypeError Traceback (most recent call last).
i run the same code for as shown for visual representation in jupyter notebook

[@tarundhiman1140]

I think he is the best tutor for machine learning after Andrew NG

[@codebasicsHindi]

Tarun, thanks for the appreciation 😊

[@anandbalmiki8346]

Thank you sir for these videos

[@codebasicsHindi]

Glad you like them!

[@HelloWorld40408]

Thank you

[@maitreyeepal4554]

One of the best explanation I have ever come across on Gradient Descent. Great job!

[@codebasicsHindi]

Glad it was helpful!

[@teenasharma5558]

Your are my best teacher

[@codebasicsHindi]

Glad it was helpful!

[@ShafiullahCrazyman]

Thanks sir

[@thedevlife1611]

Sir your explanations are simple and absolutely magnificent... I can't tell how much it's helping me!! Thanx a lot sir 🙏

[@nikhilgarg9371]

great

[@vikrantsinghtomar8417]

where is the answer

[@ankitilavya402]

best

[@anilkumarsharma8901]

Ek rassi ko kitna modey ki wo kisi defined structure key according contract ho Apni original length sey💻📈
Yeh sab pata chal jayega🤖😂tohh duniya following💻🤖 karegi🎉

[@SonuTanish12345]

❤

[@masters_tutorial]

BadhiYa.

[@abhinavmaurya7305]

Thanks Sir for clearing my doubt. Are you from india or USA

[@codebasicsHindi]

Glad it was helpful!

[@faizanfareed9076]

😎

[@gavachiyatra]

yes

[@anilkumarsharma8901]

Merey research👌 karwa do💻😁 phir sari duniya following💻🤖 karegi🎉🎉

[@darshankachhadiya8014]

I got an error during plot
Error : must be real number not string

[@MegaDastaan]

use linewidth=5 instead of linewidth='5'

1:40

[@ankitdhanore7434]

Man gye apko

[@ajmeershahtricks6666]

sir but i lose my confidence after the excersise becuase there alot of new things which we didnt know about it

[@kedarrajvanshi4282]

Ek chij aur btaiye ki HM log kuchh nhi BNA / Kar sakte neural network,ML vyagarah lagake ki content HM Kisi v language me bnaaye aur usko apne understanding waale language me convert Kar le .
Subtitle pe toh ho jaata hai par video ko v convert Karne pe koi project idea dete toh sahi rahta mere project ke liye v .🙏

[@codebasicsHindi]

kedar, aapka idea bahut hi acchha hai. In fact thode startup hai jo ispe kaam kar rahe hai. recently ek indian start up ne mere ko approach kiya, unhone aisa tool banaya hai jo english video ko hindi me convert karde. lekin usme kuchh issues hai..isi liye mai use nahi karta. for now I will record separately in in hindi and upload.

[@kedarrajvanshi4282]

Bhaiya Hindi me contents ko aur badhaiye agar possible ho toh means time aapko utna mil paaye toh , Jaise neural network waala topic Sab iss channel ke playlist me v add kijiye

[@codebasicsHindi]

jarur kedar.. me jaise time milenga to bahur sare naye video dalne wala hu. for example aaj hi maine 8 new videos dale he hindi channel pe for pygame development.

[@anilkumarsharma8901]

Calculus sey tangent secant ka hisab banva do💻 quadratic equation ka hisab banva do💻 tohh sari duniya ki economy following💻🤖 karegi🎉🎉

[@zeeshankhanyousafzai5229]

Love from Pakistan

[@SadashivAryan]

everything is good par aajkal ke teachers starting mein itni irritating baate karte hai na sab smart hai ab yaar wahi purani baato ko kyu repeat karte ho direct main topic pe aaya karo time waste karte hai

[@user-kg5jk6rb2w]

gujju bhai?

[@4444-c4s]

yes

[@jajatisahoo3831]

Best explanation. Thank you sir

[@codebasicsHindi]

Most welcome

[@khalidbinhida]

Excellent sir

[@codebasicsHindi]

Glad it was helpful!