Machine Learning FOR BEGINNERS - Supervised, Unsupervised and Reinforcement Learning

[@panka33]

I am an old woman who has never coded before, but I love your video so much that coding has become my obsession. thank you

[@JP-fb6my]

This was a FANTASTIC presentation that cleared up so many questions with great examples. I can't wait to see where this series goes!

[@PythonSimplified]

Thank you so much Jacob!!! 😁😁😁 I'm so happy you liked it! I'm trying to make it simple enough so that people don't get discouraged along the way, it's such an incredible subject! it's so abstract - but it makes you view life, logic and consciousness from a completely different perspective!

[@pjonadventures3073]

Not only is the content great, but the time and effort spent on the material and visuals are worth appreciating too. This short video probably took hours if not days

[@PythonSimplified]

Thank you so much for the wonderful feedback! 😁 It takes a few hours to film, but about 2 working days to edit and render (it took me over 1:30 hrs just to export it as 4k 😱) But it's all worth it! look at all these fantastic comments - I'm so happy to help and encourage lovely folks to be more curious about AI! It's such a fascinating subject and it can be simplified to a level that everybody can understand! I just haven't seen anybody do this before so I had to take the wheel 😉

[@Volkskomissar]

Yeah i enjoy the subject and the Object

[@vulpeeze]

I'm going to be studying maching learning next year so this is the perfect series for me to prepare during the summer holidays! I do hope you decide to continue this series, the animations and explanations are so well done.

[@Te-rt7bq]

God Damn what a Woman, your simplicity of conveying complex logic into everyday life's encounters with clarity, makes learning a joy to look forward to - the passion you exude n project is worth all the investment. I'm subscribing!

[@PythonSimplified]

Yeyyy! Thank you so much Te! 😁😁😁 Welcome aboard, I'm really happy you liked this format of tutorials! I hope this series will encourage lovely folks to learn more about AI, as it seems quite intimating at first, especially when dealing with so many abstract concepts! There are lots of complicated books, scientific articles, formulas and lectures on the subject - my goal is to provide a simplified version of the same information so that the rest of it makes much more sense 😉 Cheers!

[@Talmudets]

@@PythonSimplified Thank you, doing a great job!

[@iansjackson]

Doing the K-Clustering module from Uni of London, this stuff re-inforces my course nicely, thanks.

[@MrLeroySimms]

Finally, a video that explains it clearly and simply. Thank you!

[@refedico]

Hi, your English is so perfect! I can understand everything with no trouble, thanks from Italy! You are smart and this channel is pure beauty!

[@Vinay_Jagdale]

The best part of your video is you always come up with video with simple and good understanding content..... Would like to encourage you to make series of lectures on each topic and further detiled tutorial on each Algorithms ( Linear regression, Logistic regression, k-means clustering)

[@PythonSimplified]

Absolutely, Vinay! I'll be covering these algorithms in detail on this channel! We will start with a simple model of a perceptron and focus at fist on activation functions (Softmax, Sigmoid, etc.), weights, input and prediction to fully understand the most basic neural networks before we move on with the complicated stuff... but we will sure get to linear/ logistic regression eventually! 😉

[@Vinay_Jagdale]

@@PythonSimplified wow, cool.............looking forward to attending your tutorials, You really simplifies the concepts in simple understandable language. please give us an assignment at the end of the session so that we can study post your tutorials.

[@sivananda96]

This is the best introduction video for Machine Learning mapping the real world things to computer world. Thank you so much 🙂

[@wamsampath]

Boring subjects in very interesting teaching method...Tanks a lot and hope continue through whole series.. Thanks again for the nice presentations.

[@panka33]

is it a boring subject???? lol

[@digigoliath]

Hahaha ... you already know the answer! We want more!!!! Great job keeping things simple & your presentation is a great invitation to dive in!!!

[@PythonSimplified]

hahahaha I'm so happy to hear that! 🎊🎉✨ Thank you so much!! I was indeed hoping to encourage people to dive in! 😁 (judging by all the lovely comments looks like it worked, eh?)

[@digigoliath]

@@PythonSimplified Right you are. Please show the way!!

[@urgenwolk5505]

Только сегодня нашёл Ваш канал, и у меня такое ощущение, что я клад для себя нашёл ) Спасибо Вам огромное за Ваши уроки и старания!

[@PythonSimplified]

большое спасибо!! 😁😁😁 Я в восторге от вашего сообщения! очень рада что клад нашелся!! 😉 добро пожаловать на мой канал! 😀

[@urgenwolk5505]

@@PythonSimplified Вот и отлично, что мы оба так рады. У вас потрясающий уровень английского языка и такие крутые познания в ИИ и программировании! И вы очень профессионально производите Ваш контент. Жду новых роликов. И желаю Вам огромного успеха

[@maxinechantel2393]

Great teaching and example...thanks for helping me understand the difference between supervised and unsupervised learning. You explain simply. Please would love to learn more. Fabulous content 👌

[@simoneparvizi775]

YES FINALLY, please keep the series going (as well as the great work )

[@johnames6430]

Great job working with the pictures in the presentation! Great quality, I'm impressed 👍

[@PythonSimplified]

Thank you so much John! I'm super happy I was able to impress you!! glad to see you onboard! 😀😀😀

[@johnames6430]

@@PythonSimplified I was not impressed by the thumbnail though...looks like you are about to pick his nose 😛But overall very well done, good colors, good use of characters to explain the ideas.

[@ShahinHemmati2020]

I'm not a developer, but now I like to know more about machine learning!!! keep up the good work 👍👍👍

[@PythonSimplified]

Thank you so much Shahin! 😀 You don't need to be a developer to learn about AI, it's more related to math and logic than software... but eventually you'll find that programming is the best way to implement what you've learned so one way or another you're bound to find yourself coding 😉

[@CreativeSteve69]

I thoroughly enjoyed this introduction. Explaining it very well and really clearly. Looking forward to more. :D

[@PythonSimplified]

Thank you so much Stevie! I'm glad you enjoyed this video! 😁

[@CreativeSteve69]

@@PythonSimplified your very welcome. :D

[@T4Technology09]

You are my one of the favourite teacher. Love you from india

[@PythonSimplified]

Thank you so much my friend! Greeting from Canada! 😁😁😁

[@BitCloud047]

Oh damn...you going hard!! Great video as always!!

[@PythonSimplified]

Thank you so much Aaron! 😀 AI is my favourite subject in the world, I had cover it eventually! 😁

[@actualemotionalvivisection5354]

I started poking around Python channels specifically because I had wanted to get into AI just a few short weeks ago. I'm on my second project after a very long stretch of down time and again, it's one of yours. I've also just very recently been looking up some introductory level stuff on AI, so your timing couldn't have been better. It's all coming together and it's fitting perfectly with my own time line, so lead on.

[@PythonSimplified]

That's perfect! I also started learning Python because of AI!!! 😁 I even was originally planning to call my channel "Go AI", but there was a last minute change in plans... now judging by the incredible feedback I'm getting on this video - it may have been a much better choice 😅 hahaha Thank you so much for your comment, and I'm glad I got the timing right! 😀

[@Kishi1969]

You are great and I'm of the same opinion with about RL because the world is yet to see reality of many autonomous intelligent system and virtual reality to come... Need more lecture... Great teacher

[@EmaMazzi76]

Great way to make complex ideas simple! U r the best teacher ever 👍

[@PythonSimplified]

Thank you so much Emanuele M! I'm happy you enjoyed this video! 😀

[@trtlphnx]

Love Your Obvious Knoowledge Base and Incredible Presentation!!! Keep It Coming, sweetie!!!

[@PythonSimplified]

Thank you so much trtlphnx, I'm so happy you liked this presentation! 😀😀😀 I sure will keep em coming! AI is the reason why I started studying Python in the first place, so I'm always looking for an excuse to cover it more on this channel! 😉

[@LordKaos666]

I agree about reinforcement...Skynet powered by captchas is just around the corner. Nice video, thanks

[@ZurioSi]

YES! hahaha, I'm so happy about this, I can't wait to watch it.

[@PythonSimplified]

Me too! I was originally planning to call this channel "Go AI" and then as you can see there was a major change in plans 🤣🤣🤣 I can't wait to see what everybody thinks about this topic! It's much easier to implement with Python than to understand the concepts - so I hope I can convey them easily without compromising on the accuracy 😁

[@ZurioSi]

@@PythonSimplified I know python really well so I guess there won't be any problems... I'm always up to learn something new and this channel is really good, thank you for every video that you have done for the US!

[@PythonSimplified]

Thank you so much for the support @@ZurioSi 😀 The Python part of AI is actually quite intuitive! I believe it's the easiest programming language to use when creating AI, especially Pytorch! It's like plain English 😊 It's the math I'm worried about as I never had to explain Sigmoid Functions and Gradients yet hahahah The coding part is skipping all that madness! but it's important to know what each line of code is actually doing, otherwise we're shooting in the dark and we won't have the ability to improve our models - so prepare for math! (not in this video though, thank God! 🤣)

[@ZurioSi]

@@PythonSimplified HAHAHA Oh that math xD... Okay first day relaxing, we will see for the next video hahaha.

[@ZurioSi]

@@PythonSimplified Omg do you know what happened my friend? I'm waiting for the premiere to start and the WHOLE time it's 6 min, I refresh now and I realize that there's a bug I guess, the premiere play but I don't see anything, blyat... I'll rewatch it now

[@aicrag11]

Such a great breakdown of a not so simple subject. Please keep them coming!

[@chameeradinesh1221]

Great ❤..., we'll waiting for it....

[@PythonSimplified]

Thank you! 😀

[@mibrahim4245]

LEGEND !!!! As usual Mariya !! BA'HEBBEK !

[@HadesTimer]

Maria if this is trying to gauge interest; I cannot wait. You are my #1 go to for python learning; so I would be THRILLED if you did this series.

[@PythonSimplified]

Thank you so much Hades Times! I'm so happy you liked the topic! 😁😁😁 AI Simplified Series is here to stay and reign!!! 🤩 (and we'll also implement every AI concept we learn with Python to make sure we don't go rusty in the process 😉)

[@pradeepraj7539]

Your way of explaining is too nice...😉 ❤️ from India

[@PythonSimplified]

Thank you so much Pradeep, greetings from Canada! 😁

[@the_anetoneio]

same love from india

[@shreehari2589]

Very well explained loved it, waiting for tutorials on all three types of learnings!!

[@PythonSimplified]

Thank you so much Shree! I'm really glad you like this topic! 😁 We will first learn about neural networks and then I'll be able to use this knowledge to explain these 3 Machine Learning paradigms in better detail! It's tough to speak about "neural networks" before I properly defined what it means, so stay tuned! 😀

[@TheRealFrankWizza]

This is great. I have been working with the jetson nano for about a year. I am looking forward to learning some new stuff.

[@mohsenabedi2884]

comprehensive explanation . keep up girl

[@paulmcdowellgroup]

Excellent presentation. This is a huge subject.

[@PythonSimplified]

Thank you so much Paul, I'm glad you liked it! 😀

[@general_sam]

what i think about it ... well it's my first time learn about those so i'm impressed

[@PythonSimplified]

Thank you General Sam! Glad you liked it! 😀

[@decader4609]

I really liked those father and son example .😊😊

[@PythonSimplified]

Thank you Deca! 😁 When I first started studying AI - that was the example I used to help me understand, I'm glad you liked it too! 😊

[@joseramon1017]

LOL perfect examples of supervised learning 👍

[@TheTennenbaum]

Very nice introduction. Everything well explained in such a good way. You posted this video in good time, when I’ve started to explore AI related things 😃 Thank you 🙏

[@PythonSimplified]

That's awesome!! AI is a fascinating subject and I'm glad this video caught you in a good timing! 😀 Thank you so much for the lovely feedback! I'll see you soon in the Perceptron video 😉

[@TheExplosion]

Here after chat gbt is out, yep, you were not paranoid, it's actually taking our jobs soon

[@chiranjeebroychowdhury7759]

Nice presentation of the video Mariya. Beginners will surely like this AI series. Eager to see how you take it forward, what packages will you cover, (sklearn, tensorflow, etc) the depth, etc. All the best!

[@chiranjeebroychowdhury7759]

And honestly., I think that AI if left unchecked can lead to a Skynet/Terminator scenario. Stalwarts like Geoff Hinton also voices doubts nowadays regarding the dark side of AI!

[@shivamshandilya5059]

Great explanation!👍

[@degamiesign5646]

truely said about reinforcement ai last minute and vry nice tutorial about ml basic techniques

[@cloudsystem3740]

Great Explanation thank you very much

[@PythonSimplified]

You're absolutely welcome! 😊

[@bolhasani]

Interesting and nice contents. Many thanks! 😊💐🙏

[@pawelwalenda]

What a great lesson. Thank you very much.

[@PythonSimplified]

Thank you Pawel, I'm very happy you liked it! 😊

[@freezoulou]

thank you so much for your sharing

[@PythonSimplified]

You're absolutely welcome, I hope you like it! 😊

[@JonMarkSearle1]

Love your work, great intros to these topics. BTW, what about GANs?

[@wtfdoiputhere]

Im totally following this series

[@PythonSimplified]

Thank you layZ! I'm glad you liked the topic! 😁

[@Giuseppe_Scarpenti]

Yeeeeeeesss. I'm so exited for this series! The name of the AI will be Skynet, right? :D

[@PythonSimplified]

Hahahah nope! that would be a copyrights violation because an AI company named Skynet already exists in China! (I kid you not! it's a real business!!! 😅😅😅) So good luck to us all! hahahah it seems that we need to speed up our AI learning process so we have a big enough chance to outsmart it in the near future 🤪

[@аавыф-б4о]

THanks for video, all is very simple and interesting!

[@mahinrahman9323]

Mariya, make a playlist about pytorch😇😇 And your explanation is just amazing. Take love😍😍😍

[@robinferizi9073]

Wait this is gonna be a series? Nice

[@PythonSimplified]

It sure will! AI Simplified is here to stay 😉

[@Mayank-lf2ym]

Please mam make this series detailed 🙏🙏,thanks for this video Mam you are top of the world

[@PythonSimplified]

Thank you so much Mayank! 😀 I'm so happy you liked this intro! We will definitely dig into AI in much more detail in the next lesson! 😉

[@pixies64]

id quite like to see where this goes :) i've just handed in my final thesis for university where ive compared state machine, behaviour trees and machine learning for game AI. I used reinforcement learning for that and i'd say its ideal for game environments but this was my first time doing anything with machine learning

[@PythonSimplified]

That's awesome! 😀 I actually have a bunch of questions when it comes to Reinforcement Learning, I wonder if you can maybe help me with a few? 😁 In your experience, how easy it is to run these models outside of a game environment? And are there any limitations to prevent these type of models to train on websites rather than games? (sorry for bugging you, I've been curious for a while 😅)

[@pixies64]

@@PythonSimplified unfortunately I'm not experienced enough I learnt only about ml agent with in unity and the research I covered was game related. But to hazard a guess I'd say there was no limitation, if you could find a specific obsivation, have an action for it to try and reward it it would learn. The limitations from what I gather is just what's hard codes before training, but I could be wrong :). And not bugging at all I enjoyed learning about it and defently going to continue looking into machine learning

[@Bigmoneychessevents]

You really are good at this

[@mattrusingmail]

Love this!! More please 😊

[@ShubhamSharma-bo3ot]

I’m waiting for this lecture 😍 , thank you mam.

[@PythonSimplified]

You're welcome Shubham, enjoy! 😀

[@healthwithbhavesh6030]

osam presentation with picturization

[@PythonSimplified]

Thank you, I'm glad you liked it! 😊

[@healthwithbhavesh6030]

@@PythonSimplified Wishing you happy birthday.... Do more and more good informative video

[@huygenssteiner344]

Are you a data scientist? Congrats, great video

[@goranstankovic7135]

Awesome video's Maria! Very clear and informative explanations. Any books you can recommend on AI as extra self study?

[@PythonSimplified]

Hi Goran, thank you so much! 😀 Have a peek at Programming Collective Intelligence (with a bunch of birds on the cover) and Introduction to Machine Learning with Python (with the lizard on the cover). You can click on "Preview" in Google Books and see if you like how they explain the first few chapters... If you like it - go for it! they teach you both the concepts and the Python implementation. There are many other great books on the subject, these are just the only ones I'm familiar with as I mostly study through articles/blogs 😊

[@taijenseng]

Miss Mariya, what degree course do you take to be so knowledgeable in the field ?

[@DIYGURUJI]

this video was crystal clear😍 super excited for future lessons

[@philtoa334]

let's go !!!

[@germancruzram]

Good video. I hope you can continue with computer vision application videos.

[@jigarpatel2264]

Hello, I learned selenium with pytest what do you think about software testing(automation & manual ) in Canada, who the demand over there?? And I do not have much knowledge in python but yes I can code till selenium webdriver can run😁.

[@PythonSimplified]

Hi Jigar, I'm not sure how the High-Tech market in Canada looks like these days, I'm self employed now, but I can tell from experience that the pandemic hit the junior developers the most. If you have a degree in Computer Science, I suggest to try applying for a few distant jobs just to see how they respond. If you're still learning - I recommend to reach out companies for apprenticeship/internship as so many businesses are still working from home and you may not have to even immigrate to land a job, just prepare a really good cover letter 😀 Otherwise, it's a tough market without a degree in CS or substantial working experience, at least at this point of time...

[@jigarpatel2264]

@@PythonSimplified thank you 🙏 One of the best responder in KZbin And yes I have ME degree as you said and I’ll prepare to come there for further knowledge. Thanks ones again😉

[@cluelessblueberries]

Hello Maria, I am interested in Reinforcement Learning as I am an aspiring game developer and would like to explore the capabilities of an AI in game worlds. Now in response to your comment on concerns with Reinforcement Learning, I can certainly see where you are coming from. However with careful planning and safeguards, it shouldn't be a problem. (Hopefully) All in all, letting a machine loose on the web would be potentially dangerous. We won't know till it happens though.

[@CurrentElectrical]

Happy Birthday!

[@Snjysngh1]

Amazing presentation.

[@usamaadeel9346]

Hay maria teacher 😃! My name is Usama, and I'm your new student from Pakistan and I really appreciate your teaching experience too much. Smiley Teacher 😂😂😂

[@PythonSimplified]

Thank you so much my friend! Greetings from Canada and welcome aboard! 😁😁 Just remember that I'm not an official teacher - but I'm a very very good student! I learn complicated things, I simplify them and then I share it with everybody and hopefully it helps! 😉 Thanks again!

[@usamaadeel9346]

@@PythonSimplifiedOh Thanks for replying me. I have learned a lot from the last few your videos or I am happy to find a teacher like you who can clarify my concepts, so that's why I have called you a teacher 😃.

[@AdityaKumar-dv9cp]

This is good.. Please provide us lessons 😊😊

[@PythonSimplified]

Thank you Aditya Kumar! I sure will! 😁 Planning the next video as we speak 😉

[@kabilansundaram5411]

I'm eager to watch.

[@PythonSimplified]

Thank you Kabilan, I hope you'll like it! 😀

[@canbeycano2540]

When is the third Part of Programming a PS5 checker going online ?

[@PythonSimplified]

Hi Can bey Cano! 😀 Derrick from WayScript actually already took care of the notifications part in a different video, check it out here: kzbin.info/www/bejne/nKKpfKOGjc5jp8U He's showing how to send yourself SMS notifications whenever there's a change to the database, so you can consider this video as part 3 😉 (just for a different database)

[@aliazadi9509]

Well explained!👍

[@danielfrost3967]

Hey! It's me again! I'm not sure if you're into games but if you are could you please do a PyGame tutorial as well? Also, you actually taught me to actually code with PyQt5. I'm using it to design a Windows app and it's going pretty well! I appreciate your existence! ~Daniel Frost

[@aamirchimthanawala2127]

Awesome video maam

[@PythonSimplified]

Thank you so much Aamir! 😁

[@HagamosLoImposible]

Great explanation! It would be great to see some real applicatios with Python!

[@cesarl.2954]

Thank you, I'm very interested in learning about AI.

[@PythonSimplified]

I'm working on a brand new AI Simplified series so please stay tuned! 😉

[@especuladorinicianteb3-tra111]

I liked it, here in Brazil

[@PythonSimplified]

Thank you Paulo! Cheers from Canada! 😁

[@especuladorinicianteb3-tra111]

@@PythonSimplified Thanks! Watching your videos I learn about Python and train my ears for English

[@Tom-ef1mz]

I've wanted to train styleGAN on my own artwork to no avail. please help :(

[@PythonSimplified]

Hi Tom! 😊 Are you having issues with connecting to GPU? Or are you getting some specific errors in your code? maybe issues with preparing the training data? I can try to help if you'll be a bit more specific 😀

[@Tom-ef1mz]

@@PythonSimplified It was generally hard to find out where/how to start. Maybe a rough walkthrough series on any GUI so it's easier to get my feet wet. Sorry, this a broad request but I think there's a big gap between understanding these concept and actually working on training something.

[@codeKeshav]

Hey, Marya Sha (Teacher): - Could you please tell me how to set the foreground color of any widgets in PyQt5; Please don't say google it; as I tried all.

[@PythonSimplified]

Hey Keshav! 😀 Did you try: my_element.setStyleSheet("background: '#BC006C';") This should do the trick! Let me know if it worked! 😉

[@codeKeshav]

@@PythonSimplified You answer is wrong, as I did it using *my_element.setStyleSheet("color:red;")*

[@codeKeshav]

@@PythonSimplified Thanks you replied

[@GabrielGothmate]

Teach us some reinforcement learning, just to get it much scary!

[@praneethasuvarnakanti632]

Thank you so much for the videos, they are really helpful!!!!!!! can you also make videos on multi layer neural network?

[@mschon]

Many thanks!!! You're awesome ❤️

[@PythonSimplified]

Thank you Michael! Enjoy! 😁😁😁

[@mattmovesmountains1443]

I'm fascinated and overwhelmed by AI, so I'm looking forward to chipping away at it with these videos

[@partht21]

is it reinforcement learning is to apply on humans or not

[@miguelangelv]

Nice intro!

[@PythonSimplified]

Thank you so much Miguel, I'm glad you liked it! 😀

[@jxl721]

This video is great!

[@tomknud]

I'm feeling very sentient at right now!

[@manojkumark3934]

hey buddy are you gonna make a series on AI and you're explaning the things great I've love the way you teach

[@PythonSimplified]

Yup, this is officially a series now! I'm working on the Perceptron video plan as we speak! 😀 Thank you for your lovely feedback, you'll definitely see more of these AI lessons in the very near future 😉

[@manojkumark3934]

can you make series on django

[@nomorecensorship2815]

Definitely keep going with the AI videos! And no, you're not paranoid.

[@PythonSimplified]

Thank you so much NoMore Censorship! 😁😁😁 I'm happy you don't think I'm paranoid and I'm even more happy you liked the topic! 😊

[@yashagarwal8253]

Waiting for next vedio

[@DIYGuitarMods]

Niice!! Please consider covering Yolov5.

[@cyberofficial-pl3np]

Am just new to the channel but thanks for the good work I would like ask that how long can it take to cover up the AI COZ I WAS DEPRESSED WHEN I READ A REVIEW ON GOOGLE SAYING 1-5 YRS if at all you put in effort of 0.5 of learning hours a day . Can't it be summerized in a month

[@hermano511]

HI, GOOD NIGHT, I want a code where, in the table field, for example: [status = printed], in all the lines of the table, the minutes longer than the field [TEMPO = 40], the line turns red and if it is not going to turn green, this is a qtablewidgets lookup table, please help me. you are very charismatic and intelligent.

[@wesleyluiz7705]

Ótimo vídeo, com ótimos exemplos.

[@PythonSimplified]

Muito obrigado Wesley! 😁

[@ogbeboruhunma]

Thank you so much for this

[@occupytheweb8855]

Great ✨💜😍

[@PythonSimplified]

Thank you! 😊

[@hermano511]

I'm doing a project for my company and I need help to implement this project in the company,

[@onyxpersonal]

Hell yes!!!!

[@PythonSimplified]

🤘😀🤘