Neural Network using Matlab

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In this lecture we will learn about single layer neural network. In order to learn deep learning, it is better to start from the beginning. And single layer neural network is the best starting point. This lecture starts with theoretical explanation covering only the essential elements of a neural network. This theoretical section is actually the foundation of leaning deep learning. That is why, it is very important to focus on this section and understand properly. After the theoretical section, a single layer neural network using SGD method has been trained in Matlab. In a nutshell, this lecture covers -
1) Concept of Nodes
2) Concept of Layers
3) Supervised Learning
4) Delta Rule and Generalize Delta Rule
5) SGD, Batch and Mini Batch Method
6) Practical Implementation (Training a Single Layer Neural Network in Matlab)
Most of the time in university class environment students learn the theoretical aspects only. To be honest, it is difficult to cover both theorical and practical aspects in the class. However, this is the best approach of learning anything. And of course, the best of anything comes with a price. I’ve noticed that very few university instructors of my country have the mindset of teaching in proper way - which is the combination of theory and implementation of the theory. Learning without gaining the ability to apply is useless. If you are a victim of these types of poor education system, this lecture will help you to learn neural network properly.
After following this lecture properly, a student will be able to implement single layer neural network in Matlab. The example shown here is done in Matlab. It does not mean that you are bound to use Matlab. Using the concept explained and procedure shown here, you can train single layer neural network using the programming language and IDE you are comfortable with.

[@WalterUnglaub]

Excellent introduction to neural network basics, keep up the great work!

[@abdullahullash8471]

You teach people from the very basic which i like most about your contents. Keep it up.

[@MrjbushM]

WOW cristal clear, now I am understanding the DNNs better!

[@astronaut205]

congratulations for your work Its absolutely informative

[@gyrfalconchen6929]

Thank you for your tutorials!

[@rionovideo4014]

IT'S REALLY HELPFULL!! Thank you , Sir 😇

[@kelixoderamirez]

permission for learning. thank you sir

[@robertnyirenda3885]

Excellent work!!! Very very simple to follow

[@NedSar85]

8:40 Generalized single layer equation 12:44 learning rule definition 12:57 Error definition 20:33 Training example in matlab

[@juanbenito95]

Bro next time don't be so obvious, I thought you were really teaching, but I remembered a book I read and realized you were just repeating everything the book said.

[@arunchunaiannadurai2903]

Thank you Professor, Excellent work

[@sarasarita8008]

Wonderful lecture... thank you sir

[@mohammedlaidtedjani4012]

Great lecture, thanks!

[@hadishafiee235]

Excellent explanation for single layer of Neural Network

[@nanazeethiopia2892]

Very Nice! Thanks a lot. Your presentation is amazing !! Keep going please.

[@ghaliahmed]

good job Excellent introduction to neural network basics, keep up the great work! very good friend! keep going .....

[@awais2451985]

Very well explanation of neural network. Keep it up.

[@KZ.Candle]

How cool is that ,you are a mazing ,thanks sir (dhanyavaad bhaee)

[@cnn1661]

Super smart! This lecture is the most intuitive and efficient for deep learning.

[@vidhyaragesh]

well explained.keep posting

[@mortezasaadatmorad3479]

Very useful. Thanks for your step by step teaching. Generally Indian are very powerful in theoretical science.

[@walaagomaa3635]

جزاك الله خيرا

[@temitopekayode4725]

Lovely tutorial. More power...

[@jacktimber6153]

Thank you sir. Your lecture is very clear to understand. Please make more neural network tutorial.

[@youghi]

thank you very much for your lecture , it was awesome .

[@thyagosa1431]

Great material, Nuruzzaman

[@mdar3em]

Thank you very much very helpful

[@chih-tengshen9587]

Thank you very detail. :)

[@abdousli2670]

Thanks you for useful méthode if explanationشكرا

[@zakars2265]

Waw man, think you so much

[@peddirajuradha]

Very nice explanation includes both concept programming .Thanks for sharing .

[@NuruzzamanFaruquis]

You are most welcome

[@MrSaviotp]

Great lecture, thanks! Please make more videos of neural networks in Matlab.

[@ananthakrishnancg6285]

Super class....understood well..thankyou sir

[@zakariaalafif7529]

Excellent explanation

[@onur-karakus]

Perfect lecture

[@matthewws5694]

World class lectures right here

[@wahyuadnyana2296]

Thank you, Sir.

[@JulioJoelRoncal]

Excellent explanation!

[@andrespedraza8085]

Thank you !!!

[@joswendreg4189]

God Bless You

[@iqbalbuledi2436]

I am thank full to you for helping my assignment works and well defined way of lecture Sir Nuruzzaman Faruqui.

[@NuruzzamanFaruquis]

It's my pleasure

[@josearcani3257]

Thank you sir.

[@DavidRuiz-fb1xc]

Excellent!

[@debashisbiswal6798]

Well explained every concepts and that programs through matlab. Yes i subscribed.

[@calvin4853]

Thank you sir

[@abdullahhossain8168]

Great video! Subscribed!

[@suleimanbashiradamu]

Very rich presentation and informative. Thank you very much.

[@NuruzzamanFaruquis]

So nice of you

[@catherinemukunga6458]

now i can write by methodology in confidence....Thank you sir

[@NuruzzamanFaruquis]

Yes. A strong basic gives confidence. I am glad that my video helped. Please subscribe and encourage your friends to subscribe my channel.

[@komailmehrgan9359]

TNX 😍

[@austinetoochi176]

This is brilliant, to say the least.

[@bishnukumar5790]

I love this ..

[@SandeepGaikwad]

This is one of the best video of ANN. Thank you so much, sir, for clearing my doubts

[@NuruzzamanFaruquis]

You are most welcome

[@husseinalsultan]

neat and simple

[@jinsyam]

excelled video sir

[@ummeynayema980]

Excellent idea share 🥰 Thank you

[@NuruzzamanFaruquis]

Thank you.

[@prof_dos_anjos]

Nice and clear! :D

[@ahsanshaikh5236]

Thank you so much for this detailed explanation. Keep it up sir .. !!!

[@NuruzzamanFaruquis]

Most welcome!

[@ShafiqIslam]

very good... Did a fabulous job. May Allah bless U !

[@mostakduwrc]

Nobody can explain like you, you are great, keep doing good work. Thanks

[@elhambograin9104]

Yes

[@michaelmwasela5249]

Bro, your content is amazing, thumbs up

[@chetansoni2795]

easy to understand and good explanation. ThankYou

[@NuruzzamanFaruquis]

Glad it was helpful!

[@NoureddineBelhani]

thank you very mach it is verry helpful

[@nitishkumar-yf6qm]

excellent teaching

[@nelsontraquinho981]

Good explanation, it will be a pleasure to meet sir. God bless you

[@souravb613]

Great to know that you are a bengali . I m too. Liked your video very much.

[@josemanuelvasquezrequejo9757]

excellent, thanks for share

[@NuruzzamanFaruquis]

Thanks for watching!

[@akramdawood2477]

thank you ,your explanation is great

[@NuruzzamanFaruquis]

You are welcome!

[@khurramaziz2430]

Please make more Lectures on Neural Networks using MATLAB ASAP

[@mariajuanasadventures3672]

very informative and easy to understand

[@NuruzzamanFaruquis]

Glad you think so!

[@geomatictutorials5526]

Am impress by the way you explain. keep it up Sir

[@NuruzzamanFaruquis]

Thanks a lot

[@Manish-fo4gj]

Excellent

[@sahandshahebrahimi8265]

Your teaching is very basic and step-by-step became familiar with neuro network

[@sahandshahebrahimi8265]

Thank you

[@NuruzzamanFaruquis]

Thank you

[@freeman4899]

Khub e helpful video. Dhannybad dada apnake.

[@NuruzzamanFaruquis]

প্রশংসার জন্য আপনাকে স্বাগত জানাই, দাদা।

[@khadija7362]

great video thanks a lot of you helped me

[@NuruzzamanFaruquis]

Glad it helped

[@Ab.zebi12]

i needthe next part of this video multilayer neural network

[@user-or2gv8zf4l]

Thank so much!!!! I found what i wanted to found.

[@NuruzzamanFaruquis]

Glad I could help!

[@leilameziane5017]

you save me this vidéo is so good. thank you

[@NuruzzamanFaruquis]

Glad it helped!

[@mukeshverma-ut8kg]

Thanks a lot.

[@NuruzzamanFaruquis]

Most welcome!

[@amitdravid4383]

Very, nice explanation

[@NuruzzamanFaruquis]

Glad it was helpful!

[@rancreation2012]

thank for tutorial it is very helpful for me

[@NuruzzamanFaruquis]

Glad it helped

[@leilameziane5017]

more vidéo about deep learning please

[@NuruzzamanFaruquis]

More to come!

[@ersya9154]

Please make more Lectures on Neural Networks using MATLAB

[@eda-un8zr]

Wow

[@nag9502]

Thank you very much sir, your video lecture are very useful, if you have video lecture on multiple object detection using deeplearning, please upload.

[@TylerDurden-zv2lt]

You are my new hero. God bless you bro

[@NuruzzamanFaruquis]

Thank you.

[@mimilola540]

Thank you so much ❤

[@NuruzzamanFaruquis]

You're welcome 😊

[@ib257]

THANKS FOR DOING MY DEGREE EASIER!

[@NuruzzamanFaruquis]

Happy to help!

[@fab10barr0s]

This lecture is amazing! It will help a lot In my graduation project. The only thing that I did not like is that the sound is too low, so I had to download the video to amplify the sound manually. That is the only caveat.

[@NuruzzamanFaruquis]

I am glad to know that it was helpful. And sorry about the difficulty you had to face for the low volume.

[@priyadarsinirajan1248]

I had seen lots of videos about ann but no one explained in such a way as you explained...you are just amazing...looking forward for your more videos on ann..Thank you for making such effort and helps us to understand the concept clearly...

[@NuruzzamanFaruquis]

So nice of you

[@douradesh]

excelent

[@shahriarrezwan8199]

A pure celebrity

[@eyupburakylmaz7710]

1:08 I thought 'What about Multi-layer Neural Network?' so waiting for that video... When you are able to make and upload that video?

[@buzzarabic6546]

gooood

[@raminmdn]

Many many many videos and tutorials claim to teach neural networks from the very basics, but they fail to get even close to what you did in this video. Please continue the good job.

[@NuruzzamanFaruquis]

I am truly inspired. Thank you for such inspiring comment.

[@ayaayad1963]

THANK YOU You have a clear voice and a great way to describe !! for sure I will click on subscribe good luck

[@NuruzzamanFaruquis]

Thank you.

[@cayanaraycaudhuri]

Thanks. Bujhte subidha holo. Jodi time series nie kono lectures koren bhalo hoe.

[@farukkilic6010]

;) buddy you're on the right track No stopping continue.

[@NuruzzamanFaruquis]

Thank you.

[@amazingyuan2420]

can u teach us how to use DNN for image recognition ? Your video is awesome

[@jackseprrow-as]

thank you so much sir ....sir plz provide ppt of those lecture on neural network.

[@surajdudhe1086]

very helpful

[@NuruzzamanFaruquis]

Glad you think so!

[@surajdudhe1086]

@@NuruzzamanFaruquis i am trying to implement same on online matlab octave. what could be the issue on online matlab octave.

[@MeDG1000]

Great video, thanks. Would have been nice to see the final optimised weights and a few steps of the learning process, I.e. how the generalised delta rule moves through the steps.

[@NuruzzamanFaruquis]

Great suggestion!