I've watched many Python tutorials on KZitem, some good, some not so much...but I really love how yours are truly "simplified" and easy to follow! Amazing for total beginners like myself! Subscribed!
@itsmeintorrespain2714
3 жыл бұрын
Oh boy! At 73 yrs old I'm finally able to begin to understand Neural Networks. Thankyou so much.
@PythonSimplified
3 жыл бұрын
That might be the perfect age to start! you know much more than any of us about life, logic and human behavior - just imagine how many wonderful things you can teach your AI models about the world! 😀 And thank you so much for your lovely comment! 😊
@iansjackson
3 жыл бұрын
70 yrs mate, so you're not alone in this new adventure.
@WxK_Riku
6 ай бұрын
@@iansjackson way to late to be doing that now, enjoy your life
@simonhs1337
4 ай бұрын
@@WxK_Riku different people enjoy different things
@edrobinson8248
15 күн бұрын
i never even thought about being 77 til i read your comment
@felixnyamongo
Жыл бұрын
Love how you explained it to me. I usually get discouraged by tutorials that make it seem very complex but you have made it easily digestible for me. Thanks
@ajithdevadiga9939
2 ай бұрын
Crystal clear Explanation with great code demonstration. Thanks you.
@khafrewatkins
2 жыл бұрын
This made the Perceptron concept much more clear and easy to understand. Not a given on youtube. Thanks Python Simpliefied!
@fallinginthed33p
Жыл бұрын
This has to be the simplest and easiest to understand tutorial on perceptrons in Python. All other tutorials hit you with linear algebra right from the start but this looks at concepts and then code. Well done.
@becayebalde3820
Жыл бұрын
I listend to your episode on the Superdatascience podcast To say things in simple terms, you are GREAT at simplifying things! Now I understand my homework, thank you!
@keithcroxford
16 күн бұрын
Great tutorial! Seeing the perceptron and activation function makes it much more clear.
@helloworldcsofficial
5 ай бұрын
An example with the added bias will be a good next video. Thanks for this one!
@rex7486
Жыл бұрын
I'm loving this AI and ML series! I don't think I have the brain for Math, but I still find ML and in particular DL fascinating, so will continue watching and hope that something you teach sticks. 🙂
@Po4to
3 жыл бұрын
I'm still very new to Python and I don't recall exactly how I stumbled upon your tutorials - but this got me hooked. For one, my brain is absolutely on fire right now, thinking of things I'd like to automate or outsource to a digital brain. Speech recognition based on spectrograms. Perfecting pastry recipes based on scientifically analyzed chemical/physical interactions between ingredients. Or translating legislative econo-babble into sensible, comprehesible bullet-points. IF that's possible. And two: I love Python's syntax. So elegant and concise, especially with regards to variables. My entry drug was C++ but these days I dabble in webdev these days, and 3 out of 10 times I'll forget the mandatory $ in PHP. And don't even get me started on --var ;)
@PythonSimplified
3 жыл бұрын
hahaha nothing compares to the simplicity of Python! it's like plain English with a bunch of ":" in the end of some sentences! 😉And I'm so happy that Machine Learning inspires you!! we are only beginning to understand the impact of AI technology as it can improve every single aspect of our lives (or destroy them - if only a few will possess its power and use it to control the many) There's absolutely no limit to what we can achieve with AI and many brilliant ideas haven't been implemented yet - so we're witnessing the very beginning of this technological revolution - what a time to be alive!!! 😁
@Po4to
3 жыл бұрын
@@PythonSimplified That last sentence seems familiar. Are you, by any chance, quoting Two Minute Papers' Karoly Zsolnai-Feher? His videos on AI based simulations are just pure brain candy. In any case, yeah, the sky is the limit, it seems - and I'm exactly the type that goes down the weirdest paths possible, and pushes on even after the path ended. Case in point: why would anyone make music videos in a point&click adventure game engine? Don't know. Don't care. It's fun. Though not as fun as doing that in PHP and HTML. Also, speaking of languages, are you a fellow Central/Eastern European? I might be totally off, but the vowel sounds and the intonation patterns remind me of Slavic languages - very clear and enunciated - and the dark L makes me look to the former Eastern bloc. It's a weird question, I know - but my academic background is in linguistics. Plus I'm weird :P
@frankhabermann9083
3 жыл бұрын
I suggest to make the input an actual input of the perceptron function, this would come in handy if you want to combine several perceptrons to a neuronal net later on. Also, with more neurons, you gonna need the scalar product much more often - maybe use the numpy dot function or implement the scalar product once and keep the rest of the code lean (avoid unnecessary for loops for readability) . Besides that, I think your short babystep videos on that topic might be a very good introduction for beginners. Keep it up.
@PythonSimplified
3 жыл бұрын
Thank you so much for your feedback Frank! 😀 We will definitely use Numpy at a later stage to generate both input matrices and weights! Babysteps is indeed what I'm aiming for with this series, as I had such a hard time trying to learn the subject on Udacity 2 years ago and I was hoping to convey the concepts in a much more simple way with as many illustrated examples as possible 😊 Thanks again for your suggestions! 😁
@AlexShoyhit
Жыл бұрын
I love your simple explanations
@PythonSimplified
Жыл бұрын
Yey! Thank you so much! 😀
@utkarshkapil
2 жыл бұрын
Exactly the kind of explanation I was looking for , THANK YOU!!!!!
@chrisdanny5180
Жыл бұрын
Wonderful tuto!
@jonathancohen5664
16 күн бұрын
Very clear description. Thank you!
@darkness3635
10 ай бұрын
fantastic teaching style....WELL DONE MAAM ....KEEP IT UP..👍👍👍👍
@DanteMishima
3 жыл бұрын
Now why wasn't it explained like this to me before? Great video
@Annajiraochalla
6 ай бұрын
I really thank KZitem for suggesting this video. This video is just perfect (simple and very helpful). This is how Tutorials should be. Thanks & Subscribed.
@PythonSimplified
6 ай бұрын
Yeeey!! Thank you so much for the incredible feedback!!! Welcome aboard! (There are plenty of AI tutorials coming in the next few months! 🙂)
@AgeOfAsparagus
3 жыл бұрын
This is the perfect level of difficulty for my high school computer science course. I hope you have many more planned!
@geenstagni1060
5 ай бұрын
Absolutely brilliant ! You are doing the world a favor truly by making these simple yet beautiful tutorials!
@TheMSBNA
3 жыл бұрын
I like how you explained it to me the way youd explain to a kid. Thanks!
@PythonSimplified
3 жыл бұрын
hahaha I believe it's the only way to explain such complex topics! you'll see how these oversimplified examples will be worth it in the end! 😂
@rayanfernandes2631
3 жыл бұрын
Wow... Ioved the way u explained it... I didnt have such clarity on the subject before...you are awesome.. Plz teach us more just like this ♥️
@PythonSimplified
3 жыл бұрын
Thank you so much Rayan! 😀 I sure will!! Artificial Intelligence is an incredible journey! I'm so happy to see everybody enjoys the topic! 😁😁😁 The more we know about AI - the bigger the chance we can outsmart it in the future! 😉
@rayanfernandes2631
3 жыл бұрын
@@PythonSimplified haha 😂 you are very smart... I'm sure after listening to you.. Wil be able to outsmart AI in the future. 🔥
@itsmedtutorial
2 жыл бұрын
the best tutorial in youtube
@PythonSimplified
2 жыл бұрын
Thank you so much Mohamed! 😃
@wtfdoiputhere
3 жыл бұрын
This was srsly interesting irdk y isn't machine learning being approached this way, simplicity and practicality at the same time
@PythonSimplified
3 жыл бұрын
I find that fancy scholars like using fancy words to showcase how fancy their terminology is... maybe if I was a fancy scholar - I'd have the same point of view 😅 Since I'm a student rather than a teacher - If I can't describe something simply that means I didn't fully understand it. The real life examples and illustrations helped me understand the concepts back in the day and now I'm hoping it will help others too! 😊
@DMohammadAman
Жыл бұрын
The way you explained is awesome, the support of python code gives lot of Confidence in understanding the primitive of NN. Thank you
@HagamosLoImposible
3 жыл бұрын
Amazing explanattion...really... i am learning a lot with you. You are clear and very pedagogic.. my respects from Argentina
@PythonSimplified
3 жыл бұрын
Muchas gracias Matias! I'm very happy you like my explanations, trying to simplify everything as much as possible! 😀 Best regards from Vancouver!! 😁🍁
@pradyumnakubear8561
9 ай бұрын
You look beautiful, and You explain beautifully, my professors failed to explain with this clarity, you did a really good job
@i_shout3493
Жыл бұрын
Love how simple you made it
@saeedakhtar5860
2 жыл бұрын
Waooo u explain very simple way please make more videos on multilayer neural network.
@pallavimishra6647
3 жыл бұрын
Very Intuitive explanation with visualization. 👍👍👍
@PythonSimplified
3 жыл бұрын
Thank you so much Pallavi! I'm so happy liked this tutorial! 😁
@weirdsciencetv4999
5 ай бұрын
Very smart and well spoken! I subscribed! If you want to flex your brain, read up on integrated information theory. Our experiences amount to this irreducible complex of causal relationships. That multidimensional vector of that complex is the actual experience itself, qualia. This work was started by Francis Crick, of DNA discovery fame. It was further developed by christof koch and julio tononi.
@WaliSayed
2 ай бұрын
Very useful, thanks a million!
@karunakaranr2473
2 жыл бұрын
Simply the best tutorial. Well done and thanks for your time and help.
@redlerenergy337
2 жыл бұрын
Thank you for this video!!!! You are the best teacher in my life! I couldn't this info about ML a long time. really thank you for your skills and time to record this video! Please continue to create videos about this topic!)
@healthwithbhavesh6030
3 жыл бұрын
every day my love increase for python :)... Anyway the way of your teaching is good and eye catching
@PythonSimplified
3 жыл бұрын
Thank you so much! Glad to hear that! 😀
@Tobs_
3 жыл бұрын
thanks for the video, I will try the ZIP function out and find out how it works.
@PythonSimplified
3 жыл бұрын
Thank you Tobs, I hope you enjoyed your no chicken no goat dinner! 😀
@raquibhasib1710
3 жыл бұрын
Thanks. you cover the basic with real world examples .
@PythonSimplified
3 жыл бұрын
Absolutely! I find it's the best way to learn such complex concepts! 😀
@aliyilmaz9296
3 жыл бұрын
Thank you very much. Your explanation is clear and understandable.
@PythonSimplified
3 жыл бұрын
Thank you Ali, I'm happy you liked my explanation! 😊
@Alikhan-ee7bs
2 жыл бұрын
This is very interesting and multi applicable in CNN conventional nerual network.
@trtlphnx
3 жыл бұрын
I Love Your Perspective and Presentations; My Lovely Unix Based Minx!!! You Are My Favorite Programmer On The "Tube"!!!
@PythonSimplified
3 жыл бұрын
Thank you so much for the incredible feedback! Super glad to have you onboard! 😀
@ZurioSi
3 жыл бұрын
Amazing video my friend!. Very simple and I love it.
@PythonSimplified
3 жыл бұрын
Thank you so much Dark Wolf, glad you liked it! 😁
@ms.crawford1335
9 ай бұрын
So simplified thanks
@mikoajobara7704
2 жыл бұрын
Best python chanel i have seen yet, thanks for help !
@rockymountainfacet5958
Жыл бұрын
Thank you so much for this video. I really enjoyed watching you code a perceptron.
@fabrizioantonazzo3113
3 жыл бұрын
eccelente spiegazione, lineare e semplicegrazie
@PythonSimplified
3 жыл бұрын
Grazie mille Fabrizio!
@rohitbharti2882
2 жыл бұрын
Informative 😎
@josejuliopl2140
3 жыл бұрын
You are a genius
@dontplaywithme8684
2 жыл бұрын
Wooow you are so amazing. Thanks I found what I need.
@pawelwalenda
3 жыл бұрын
Great lesson as usual. I can't wait for a continuation.
@PythonSimplified
3 жыл бұрын
Thank you so much Pawel! 😀 Next AI video is about an Error Function and Gradient Descent, so we're finally getting to the more complex (but much more useful) stuff! 😉
@aiml6713
3 жыл бұрын
if we add some randomness and test as long as there is a crossover of the step return >>> threshold = round(random.random(),1) >>> for i in range(10): x_input.append(round(random.random(),1)) >>> for i in range(10): w_weights.append(round(random.random(),1))
@hand-eye4517
2 жыл бұрын
Wow ! What a great video ! Seriously awesome content more, more, more please! KZitem is grateful for content creators like you sharing valuable knowledge in a thorough concise format.
@TheJonathanLugo
3 жыл бұрын
Super explanation. Thanks!!!
@PythonSimplified
3 жыл бұрын
Thank you so much Jonathan, glad you liked it! :D
@user-fx5li1cy5t
3 жыл бұрын
simple but very helpful perceptron tutorial. You explained the topic very well!
@trishtrish3288
2 жыл бұрын
Amazing tutorial ❤❤❤ Thank you sooooooo much .... you explained everything amazing and understandable and also thank youu for talking slowly ❤❤❤❤❤❤
@dikshyakasaju7541
2 жыл бұрын
Super helpful and fun!
@_PrajaktaMokale
Жыл бұрын
Thanku ma'am 🥰🥰🥰
@user-ow1he8qm2h
3 жыл бұрын
Lessons are very good. I'm russian speaker and I understand almost everything. Besides that, blogger is pretty girl)
@mschon
3 жыл бұрын
Thanks for sharing. You're amazing!
@PythonSimplified
3 жыл бұрын
Thank you so much Michael! 😁
@anthonyrojas9989
2 жыл бұрын
Mariya, your videos are always fun and useful. Do you have any books that you recommend on python machine learning?
@alexandermuir8160
3 жыл бұрын
Love your presentation style. Very light hearted and to the point. You make it very easy to learn even with the typos. P.S. I don't like snails either. 😋😃
@PythonSimplified
3 жыл бұрын
hahaha thank you so much Alexander! I'm really happy you liked my presentation! 😀 I heard that if the snail is cooked (Escargot) - it tastes much better! I went for the hardcore raw version of it unfortunately 🤣
@CodeWithDerrick
3 жыл бұрын
Cool topic, another awesome video. Great job!
@PythonSimplified
3 жыл бұрын
Thank you so much Derrick!! I'm super happy you liked it! 😁
@awdz01
2 жыл бұрын
Really! wonderful!!!😊
@sujin8380
3 жыл бұрын
Super
@lefyanehadji4456
3 жыл бұрын
thanks for all what u share. very interesting
@PythonSimplified
3 жыл бұрын
Thank you so much! I'm glad you're enjoying my tutorials! 😀
@leandromedeiros3007
8 ай бұрын
very good!! the best video that I see
@leandromedeiros3007
8 ай бұрын
awsome didatic
@MalamIbnMalam
Жыл бұрын
Really good video on forward propagation. Are you a ML engineer or Data scientist?
@manojkumark3934
3 жыл бұрын
You made the things more easier to understand I'm an high school student I've don't know what to do with these stuffs can you tell me how can i use these in my projects and applications of these and finally plzz tell me how to type fast suggest any video for me for typing
@PythonSimplified
3 жыл бұрын
Hi Manoj! Machine Learning is the basis of many modern technologies: face recognition, self driving vehicles, robotics and much more! 😀 I've just started covering this subject so it's too early to understand how this video connects to the examples above - but very soon it will make more sense. Typing fast is a matter of experience, but try this website if you want to practice 😊: www.keybr.com/
@manojkumark3934
3 жыл бұрын
@@PythonSimplified tq python girl😅(sry i dont know the name)
@PythonSimplified
3 жыл бұрын
@@manojkumark3934 hahahah It's Mariya 😁
@SaurabhSingh-ex6vl
3 жыл бұрын
Hey please give some tutorials on model optimization, quantization and pruning
@PythonSimplified
3 жыл бұрын
Hi Saurabh! 😀 We will definitely get there eventually! we need to go over the basics first though - as it's hard to talk about these topics before I defined "gradient descent" or "error function" or "learning rate", etc... so definitely stay tuned for the upcoming tutorials! 😉
@abdulrahmanmohamed8800
2 жыл бұрын
thank you for the great explanation.
@PythonSimplified
2 жыл бұрын
Thank you! Happy you liked it! 😃
@mahinrahman9323
3 жыл бұрын
Hey Mariya😍, maybe nowadays I'm thinking something more about machine learning for your awesome videos. Now my question is, "HOW BIG COMANY'S ARE USE MACHINE LEARNING IN THEIR COMPANY??" . Everytime almost everyone tell me that they use ML but how??? 🤔How to analyze the data for their customer?☺
@PythonSimplified
3 жыл бұрын
Hi Mahin! 😀 Big tech companies are combining AI & Machine Learning directly inside the code of their service/software. For example: Facebook has over 12 years of user data collecting that consists of feed posts, photos, likes, comments, shares, tags, group conversations, and basically recording everything you do when using the app. Then they take all this data and they create a virtual version of you, which is an AI that is customized to you only. And then - based on your 12 years of history on Facebook - this AI determines what content to show you and what content to hide from you. The main objective is to keep you on the platform as much as possible and to select advertisements that are more suitable for you (products you are more likely to buy, causes you are more likely to support). This is just one example, but anywhere you see face recognition, speech recognition and things of that sort - AI is involved! If you want to see an example in code, check out my tutorial: kzitem.info/news/bejne/zrCYsJhmh5qIZXY I don't explain much there, but it will give you an idea what is involved in combining AI inside your program. Since it's all created with code - you can include it almost anywhere! 😊
@user-vf5di9nz4s
2 жыл бұрын
very hot explanation. Thanks a lot
@rvmishra9881
3 жыл бұрын
Awesome
@PythonSimplified
3 жыл бұрын
Thank you RV Mishra! Glad you liked it! 😀
@freezoulou
3 жыл бұрын
nice work :)
@PythonSimplified
3 жыл бұрын
Thank you dexteuse freeman! 😁
@mohammedamirjaved8418
2 жыл бұрын
Beauty and Brain at one place..
@geraldofrancisco5206
3 жыл бұрын
dis gon be good
@PythonSimplified
3 жыл бұрын
Thank you Geraldo, I hope you liked it! 😀
@RAJIBLOCHANDAS
2 жыл бұрын
Very lucid explanation. It would have been good if you had shown how weights are updated over iterations. I would be making few videos on gradient descent and other related algorithms. You may give your feedback. Stay connected. I have subscribed your channel. Good job.
@PythonSimplified
2 жыл бұрын
Thank you so much and welcome onboard! 😃 I have a bunch of other related videos, you can check out my take on Gradient Descent here: kzitem.info/news/bejne/y62J2qemcXyGg4o And I actually have an entire playlist of AI/ML/DL videos which you might also enjoy 😁: kzitem.info/door/PLqXS1b2lRpYTpUIEu3oxfhhTuBXmMPppA
@armitamolapour2456
2 жыл бұрын
THis is an amazing video thank you so much
@mibrahim4245
3 жыл бұрын
I don't know at which part of the magic to look, the marvelous code or the marvelous face...
@PythonSimplified
3 жыл бұрын
Thank you so much Ibrahim! 😊
@mibrahim4245
3 жыл бұрын
@@PythonSimplified ❤❤
@ayzell1376
Жыл бұрын
Thanks for the video
@daipayanhore3726
9 ай бұрын
Thank you ma'am❤
@fibonacci112358steve
7 ай бұрын
Surely, you would want the x-input, weights and threshold to be arguments in your perceptron function, right?
@good-lychik
3 жыл бұрын
nice job ;)
@PythonSimplified
3 жыл бұрын
Spasibo Oleg! 😁
@narenderkumar6290
2 жыл бұрын
nice explanation
@abdulhameedmalik4299
6 ай бұрын
This is best video
@mr_presley
2 жыл бұрын
Nice tutorial
@manumehra6602
2 жыл бұрын
Very well explained , Thanks
@saadshayah8899
Жыл бұрын
So benificial ❤❤❤❤❤
@yellowpanda1001
2 жыл бұрын
Amazing!
@majidalahmadi2133
2 жыл бұрын
Thanks for sharing this tutorial
@fertunamoea8459
3 жыл бұрын
Amazing... thanks
@hansajajayasanka6270
3 жыл бұрын
nice video 😉thank you very much සුපිරි
@PythonSimplified
3 жыл бұрын
Thank you Hansaja! Enjoy! 😁
@hansajajayasanka6270
3 жыл бұрын
@@PythonSimplified are you know 'sinhala' language?
@PythonSimplified
3 жыл бұрын
@@hansajajayasanka6270 unfortunately no, but it looks beautiful! 😊
@hansajajayasanka6270
3 жыл бұрын
@@PythonSimplified thank you 💜😋
@jakob1095
Жыл бұрын
perfekt! perfekt! perfekt! perfekt! perfekt!!!!
@css2014
2 жыл бұрын
Great explanation ! Very easy to understood.
@angelajcabul3165
3 жыл бұрын
Great video! I LOVE YOU 😀 and yours videos too
@TheSantosManu
3 жыл бұрын
Nice vídeo, amazing editing.
@PythonSimplified
3 жыл бұрын
Thank you so much Manuel! 😊
@N0AGI
Жыл бұрын
well done - thanks for sharing.
@user-bi5nm9dz9w
Жыл бұрын
Please correct me if I'm mistaking, the list containing the weights (w_weights) needs to sum up to 1.
@elihaylevi6569
2 жыл бұрын
wow great contant, happy to smash the like and subscribe bottom :)
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