All Machine Learning Models Explained in 5 Minutes

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All Machine Learning Models Explained in 5 Minutes | Types of ML Models Basics

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Күн бұрын

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Confused about understanding machine learning models? Well, this video will help you grab the basics of each one of them. From what they are, to why they are used, and what purpose do they serve.
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After watching this video, you'll be able to answer,
- How many machine learning models are there
- Some common machine learning models explained
- What is supervised learning
- What is unsupervised learning
- What is regression
- Types of ml models
- Common types of regression
- Common types of classification
- What is classification
- What are popular ML models explained
- What are the types of supervised learning
- What are the types of unsupervised learning
- Understanding the basics of machine learning models
- Learn machine learning models from scratch
- What are common machine learning models for beginners
- Understand machine learning models overview
- Whats are few ml models basics to grasp
Obviously, there is a ton of complexity if you dive into any particular model, but this should give you a fundamental understanding of how each machine learning model works!
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Пікірлер: 408

@philipp4361 3 жыл бұрын

please half the volume of the background music in future videos! good content though, thumbs up!

@learnwithwhiteboard 3 жыл бұрын

Yes, for sure, thanks for the feedback, means a lot!

@retiredteacher6289 3 жыл бұрын

No. Get rid of the music entirely. It is very distracting. There is no need for music if you have something worth saying.

@NeoKailthas 3 жыл бұрын

Music is good just lower is better. Really good reference video by the way

@dr.ranabasu517 3 жыл бұрын

Good

@dr.ranabasu517 3 жыл бұрын

Good

@christopherwright361 2 жыл бұрын

I always find it interesting that the statement "logistic regression is a classification method" is repeated so often, despite 'regression' being right there in the name. Like decision trees (CART), random forest and other similar methods, there are both regression and classification versions of the method. In a binary outcome problem, we model the process as flipping a coin that has a probability p of coming up heads (1) and 1-p of coming up tails (0). We can either predict p, a continuous value between 0 and 1, or we can predict the outcome, itself, which is in {0,1}. The former is regression; the latter is classification. Logistic regression predicts that probability p and logistic classification takes that probability and uses a cutoff (sometimes, but not always, 0.5) to predict the outcome. Many times, the probability is more important (for example, lots of the same type of customer -> you do not want to assume all of them are 1's, when p is estimated to be 0.6) and sometimes the outcome is more important (for example, making a decision to approve an application for credit.)

@devaredmi Жыл бұрын

Thanks for the clarification/correction.

@dhruvbala4093 Жыл бұрын

Good point. This was one of my qualms with exams like Microsoft's AI-900 certification -- the answer choices fail to account for nuance

@jacobkanyi5046 Жыл бұрын

Thank you, i had trouble understanding why Logistic regression is under classification

@Amar-hl6pu Жыл бұрын

You are correct and the video misinforms about Decision Trees, Random Forest , SVM, and even Neural Networks - all of which have a regression and classification usecase.

@WHATuWATCHisWHATuGET 10 ай бұрын

thanks for the beautiful explanation!

@katiecallaghan5005 Жыл бұрын

Learned more in this 5 minute video than I have in the past two months of watching other videos. Thanks so much for your help

@learnwithwhiteboard Жыл бұрын

Hi Katie, thanks for your love, support and appreciation ❤️👍 I’ll try my best and share more such quality videos with you!

@isaachernandez3094 3 жыл бұрын

I'm taking a machine learning course and this is what I needed to completely understand each method. Great video, concise and easy to follow. Thanks!

@learnwithwhiteboard 3 жыл бұрын

Glad it was helpful! All the best with your course :)

@SanjeevKumar-nc2rt 3 жыл бұрын

From which course you are learning. I also want to learn machine learning but not able to find which course is best for me. Cam you suggest me which course i should take?

@kenconcepts 3 жыл бұрын

What can you do once you know machine learning? I'm still clueless but I'm into A.I and automotive

@learnwithwhiteboard 3 жыл бұрын

@@kenconcepts Hello my friend, see, AI & ML are efficiency-based concepts, meaning they let a business remove repetitive business tasks/processes and automate them (to some extent) with the help of technology. This, in long term, is not just efficient, but also cost effective. But still, after so much development in AI & machine learning field, there are certain areas that they CANNOT add much value to, I'll recommend you to watch this video: kzfaq.info/get/bejne/eMCFe9amqpi2nqc.html Hope this was helpful!

@DanielTobi00 2 жыл бұрын

Same here

@maxturgeon89 2 жыл бұрын

It may surprise some people, but logistic REGRESSION is in fact a regression model. The output is continuous: it's a probability. Of course you can dichotomize the output and create a classifier. Just like you can dichotomize any score function or regression model output. So the distinction between regression and classification is not so clear cut.

@arpithashe 5 ай бұрын

This is what Azure AI 900 course articles says - Note Despite its name, in machine learning logistic regression is used for classification, not regression. The important point is the logistic nature of the function it produces, which describes an S-shaped curve between a lower and upper value (0.0 and 1.0 when used for binary classification).

@PalataoArmy 3 жыл бұрын

Only few thousands sees this video and I found this is the most brief and easiest to understand the basics of ml model. Thank you.

@learnwithwhiteboard 3 жыл бұрын

Glad it was helpful! :)

@cavidanhacili7723 4 ай бұрын

1.1 M views)

@KennTollens 3 жыл бұрын

Thank you, I really needed an overview. Now I have a container to put the information in as I learn it.

@learnwithwhiteboard 3 жыл бұрын

Happy to help Kenn! 👍😄

@user-rk1pu3nb2f Жыл бұрын

Been trying to fully figure it all out for a while and here you were concisely explaining the key pointers in exactly 5 mins. Thanks for your help & keep on with the good job mate !

@learnwithwhiteboard Жыл бұрын

Glad it helped you, my friend!

@Sarah-qo2ut 3 жыл бұрын

I was passed out just by thinking about my ML exam and this video boosted up my confidence I mean at least now I’ve an idea about that subject. Thanks to you

@learnwithwhiteboard 3 жыл бұрын

Happy to help! 😄👍❤️

@CAGonRiv 10 күн бұрын

Exam? Grad school?

@luiscastellanos422 2 жыл бұрын

I love how the explanation is made to everyone with experience or not in this issue. I’m in the second group and now I have a reference to start. Thank you ☺️

@learnwithwhiteboard 2 жыл бұрын

Glad it was helpful! Thank you for your love, support and appreciation 👍❤️

@CC-ed7jr 3 жыл бұрын

Thank you, my class was s bit overwhelming and this helps to distinguish the stuff more

@learnwithwhiteboard 3 жыл бұрын

I'm happy that it was helpful to you, I'll try my best to upload more good videos to help you understand many more concepts!

@bunnyistaken 3 жыл бұрын

It was an amazing refresher for me.. Now I know where I need to concentrate more and learn more.

@learnwithwhiteboard 3 жыл бұрын

Glad it was helpful!

@vaclavremes2497 Жыл бұрын

I quite dislike that you say it's all models - this is terribly misleading. Also, the Naive Bayes you described was not the Naive version.

@TheRealDouglasJOlson Жыл бұрын

I find that you glossed over the details of the more difficult models. But provided examples and more depth for the simpler models. For individuals learning ML for the first time, there is a need for people to understand the more complex models in depth. I suggest adding deep dives into each specific model.

@anandnarvane8755 2 жыл бұрын

He has expainened all branches of machine learning ......that is good for biginers like me. To understand ml..

@pauloszewierenko6978 3 жыл бұрын

Great ! It gives an overview of the subject and acts as a roadmap to dive deeper into the study of ML

@learnwithwhiteboard 3 жыл бұрын

I want to sincerely thank you for your kind words and appreciation 👍❤️

@DavidMortaz 3 жыл бұрын

Great primer on ML Models! I would suggest slowing down when you talk and also do a FINAL slide showing all the subcategories you covered under each Supervised and unsupervised models. I would also use real world examples of where each model is being used and applied today.

@learnwithwhiteboard 3 жыл бұрын

Done David, thanks for the feedback, I'll account this when creating videos from now on

@thakurcolin 2 жыл бұрын

Nice overview. I think you were super excited. The speed of your chat shows your deep (no pun intended) understanding of the material!

@eldwinc1546 2 жыл бұрын

no need to slow down, just change video speed. that's what technology is for

@kolesplace 8 ай бұрын

This would be a good video for the person who already understands the vocabulary of machine learning and the different aspects of machine learning. I didn't really gain any knowledge from this video since I'm starting from the beginning of ML.

@byrospyro4432 2 жыл бұрын

You can also get multi-class classification where the output is more then 2, also you can use neural networks for classification also.

@brilliantlights 3 ай бұрын

Great compilation. Very well presented. Clear explanation. One of the very few videos on YT that sums it all so well. It would have taken a lot of effort but worth it, benefiting so many, thanks!

@learnwithwhiteboard 14 күн бұрын

Glad you liked it! ❤️👍

@manjeetkaur-eu3jl 4 жыл бұрын

Thanks for explaining machine learning models with such precision, can’t believe it was so short... I can now decide and lead my team on best ml model to select!

@learnwithwhiteboard 4 жыл бұрын

Happy to help! I would try to serve the same precision in my future videos. :)

@venkatsusheelg9658 4 жыл бұрын

lol

@out_aloud 3 жыл бұрын

@@venkatsusheelg9658 was here to make the same comment lol

@CromaCampusOfficial 3 жыл бұрын

Thanks for explaining all the learning modes of machine learning.

@learnwithwhiteboard 3 жыл бұрын

A pleasure indeed to be of help 🙂

@levon9 3 жыл бұрын

Really nice summary, thanks for putting this together.

@learnwithwhiteboard 3 жыл бұрын

I'm happy that it is helpful ☺️👍!!

@ibrahemtaha8177 3 жыл бұрын

one the most amazing videos I've ever seen!! short, direct, with examples and photos!!! Many thanks for sharing brother!! plz continue share everything about subjects like AI and Quantum

@learnwithwhiteboard 3 жыл бұрын

Sure Ibrahem, will do... Thanks for your love, appreciation and support ❤️💯👍

@petermathes2061 3 жыл бұрын

This is awesome. Package your stuff into a Udemy teaching course that rewards you for all this shared knowledge and wisdom about ML!

@learnwithwhiteboard 3 жыл бұрын

Wow, thanks for kind words! I'm trying to create a course Peter, trying even harder to launch it soon. Once I have it live, I'll make sure to keep you posted. Thanks again for the appreciation. 😊👍

@alexlangevin8340 2 жыл бұрын

@ricodsanchez6792 Жыл бұрын

@@learnwithwhiteboard Hi there, have you created a course yet? i would like to buy one from you. Kind regards

@udaykumarchittala7375 3 жыл бұрын

After seeing this video i got a clear idea about all the models thank you😀

@learnwithwhiteboard 3 жыл бұрын

Happy to help! 😄

@suhasiniambare762 Жыл бұрын

The summarising ML model is really good. It is very helpful.Thank you sir.

@learnwithwhiteboard Жыл бұрын

Thanks for your love, support and appreciation ❤️👍 I’ll try my best and share more such quality videos with you!

@thej1091 3 жыл бұрын

great video. Highly underrated channel!

@learnwithwhiteboard 3 жыл бұрын

Thanks for your Kind words Kiran! 👍😄

@MrShubi444 2 жыл бұрын

i needed this straight forward video for a very long time thank you so much :)

@learnwithwhiteboard 2 жыл бұрын

A pleasure to be of help Shubham, would try my best to upload more such quality videos! 👍

@danielortega494 3 жыл бұрын

You forgot reinforcement learning!

@edwardalabi5654 2 жыл бұрын

Amazing content, straight to the point whilst still being detailed

@PerfectlyNormalBeast 3 жыл бұрын

Great summary As a visual person, it would have helped if you zoomed out occasionally when jumping topic to topic, so I could see the tree

@learnwithwhiteboard 3 жыл бұрын

Hello my friend, Thanks for the feedback, I'll incorporate this in my future uploads. Have a good day ☺️👍❤️

@everydayyoutube5544 3 жыл бұрын

What program do you use for the animation? (hand + animation)

@sunnysharma8965 3 жыл бұрын

This looks like doodly

@Dwarf_Software 8 ай бұрын

Very well edited man and the explanation was great!

@learnwithwhiteboard 5 ай бұрын

Glad it was helpful, buddy!

@ernesto68a 3 жыл бұрын

Muchas gracias. Video muy ilustrativo, concreto y preciso para tener un panorama de los modelos de aprendizaje automático (ML)

@learnwithwhiteboard 3 жыл бұрын

El placer es mío señor 👍😊❤️

@jonathanmardini4498 2 жыл бұрын

great high-level framework for how to bucket different ML methods

@learnwithwhiteboard Жыл бұрын

Glad it helped!

@9zhivago 3 жыл бұрын

Fantastic and concise summary.

@learnwithwhiteboard 3 жыл бұрын

I'm happy that you liked my work ❤️😃

@user-sm5jz5zq9p 2 жыл бұрын

Thank you for the summary of the machine learning. Hope i meet more usage and example video which comes from Machine Learning.

@learnwithwhiteboard 2 жыл бұрын

Thanks for your love and appreciation. I will try my best to deliver more value centric videos! 👍❤️

@whatsurb 2 жыл бұрын

this video is very helpful for interview purposes.

@learnwithwhiteboard 2 жыл бұрын

Thank you Surabhi for your appreciation ❤️👍

@DenisDuvauchelledev 4 жыл бұрын

Great overview. Thank you very much.

@learnwithwhiteboard 4 жыл бұрын

It's a pleasure Denis Glad to be of help ☺️

@wlchao5852 2 жыл бұрын

nice video, straightforward and comprehensive

@learnwithwhiteboard 2 жыл бұрын

Thanks for your love, support and appreciation, my friend 👍❤️

@Asce123 Жыл бұрын

Thank you this saved my life

@learnwithwhiteboard Жыл бұрын

Glad it was helpful Kexin! ❤️👍

@liujianyang 2 жыл бұрын

Why there is no mention of reinforcement learning?

@gracegitome2625 Жыл бұрын

The explanation is simple and easy to understand. Thankyou.

@learnwithwhiteboard Жыл бұрын

Glad it was helpful!

@udaykumar4B3 Жыл бұрын

Excellent job 👏 Very helpful to see overall view of all the models

@learnwithwhiteboard Жыл бұрын

Thanks Uday for your love, support and appreciation. I’ll try my best and share more such quality videos! ❤️👍

@vigneshmamidi9774 2 жыл бұрын

Thank you u made it simple to understand.

@learnwithwhiteboard 2 жыл бұрын

Thank you for your love, support and appreciation. I'll try my best and share more such quality videos with you. Cheers! ❤️👍

@mihiretuabj145 7 ай бұрын

I like the explanation of MLDL, thanks

@learnwithwhiteboard 7 ай бұрын

You are welcome, my friend!

@faaizaziz6430 3 жыл бұрын

thank you. Very easily explained. Brief and simple.

@learnwithwhiteboard 3 жыл бұрын

Glad you liked it Faaiz :)

@revasseurborn2000 3 жыл бұрын

Liked !Subscribed ! Shared ! Request more clearcut videos like this !

@learnwithwhiteboard 3 жыл бұрын

Sure Bhavna, will try to upload more quality videos like this and help people like to learn better & learn faster... Thanks for your support!

@revasseurborn2000 3 жыл бұрын

@@learnwithwhiteboard :)

@JohnJonesJMJAtlanta Жыл бұрын

Just the info I needed. Thanks!

@learnwithwhiteboard Жыл бұрын

Glad it was helpful!

@juicyburgi1944 Жыл бұрын

Ty, this helped me alot in my report!

@learnwithwhiteboard Жыл бұрын

Glad it was helpful! I'll try and share more such valuable videos with you.

@MrFischvogel 2 жыл бұрын

Thanks for making it so concise ! Top.

@learnwithwhiteboard 2 жыл бұрын

Thank you for your love, support and appreciation. I'll try my best and share more such quality videos with you. Cheers! ❤️👍

@rodrigomericq5296 Жыл бұрын

great explanation, congratulations

@learnwithwhiteboard Жыл бұрын

Thanks Rodrigo for your kind words and appreciation ❤️👍

@PavelPospisil1 2 жыл бұрын

Can you please provide the last summary shot of the video, with all methods on one page? Advertising new other videos are actually hindering the view of it. Excellent explanations, by the way, thank you.

@LucasChomusuke Жыл бұрын

I wish you the best luck!

@learnwithwhiteboard Жыл бұрын

Thank you Lucas 🙏❤️

@petermorgan5645 6 ай бұрын

Really liked this video. Thanks very much!

@learnwithwhiteboard 5 ай бұрын

Glad it was helpful, buddy!

@nirshahar9884 3 жыл бұрын

What about reinforcement learning?

@kannangoamakonde880 2 жыл бұрын

Very informative to starters

@learnwithwhiteboard 2 жыл бұрын

Glad it was helpful! ❤️ 👍

@marcfruchtman9473 Жыл бұрын

Great stuff. Thanks for the overview video. Background music is much too loud tho.

@rzbruno 3 жыл бұрын

That was a really nice summary!

@learnwithwhiteboard 3 жыл бұрын

Glad to hear it! I'll try to publish more insightful videos like this one. Thanks for love & appreciation :)

@thinkwrite869 Жыл бұрын

Bundle of thanks for this

@learnwithwhiteboard Жыл бұрын

Glad it was helpful Kexin! ❤️👍

@thomasbates9189 Жыл бұрын

Very helpful. Thank you for making this!

@learnwithwhiteboard Жыл бұрын

A real pleasure Thomas, and thank you for your appreciation my friend! ❤️👍

@thomasbates9189 Жыл бұрын

For sure thanks for making quality educational content!

@md.alamgir2209 2 ай бұрын

Short but excellent presentation

@FabianBarajas Жыл бұрын

Thanks for posting this video. Your explanations make it really easy to get a high-level understanding

@learnwithwhiteboard Жыл бұрын

Glad it was helpful! 🙏❤️

@sanjanabhattacharjee4682 10 ай бұрын

It was very helpful. Thank you.

@learnwithwhiteboard 5 ай бұрын

Glad it was helpful, buddy!

@li-pingho1441 2 жыл бұрын

this video save my life

@fvzzler 3 жыл бұрын

Good recap but music to loud...break concentration

@learnwithwhiteboard 3 жыл бұрын

I understand, at the time of uploading this video, I was new to KZfaq, didn't knew what people would like/love... But I've corrected this mistake in later uploads, feel free to check them out. Thanks again for helping me become better ❤️

@saipri 2 жыл бұрын

Very well explained! look forward to more such videos...

@learnwithwhiteboard 2 жыл бұрын

Hi Priya, thanks for your kind words & appreciation ❤️👍, will try my best and produce more such quality videos. Have a great day!

@RDayal-qr6ip 2 жыл бұрын

excellent .You mean the hidden before output in green is processing ?I think I am wrong .Am a novice and am taking to learning through your website. Pardon me if the query seems absurd but pl clarify if it is not processing or the stages of programming which take you to the output then how do I understand. Not a process but a metod tomreach the output.?

@from_sklearn_import_Learning 5 ай бұрын

Thanks bro for brushing up the teeth 😊

@learnwithwhiteboard 5 ай бұрын

Welcome 😊

@ighsight 2 жыл бұрын

Good job. Smart devs should never forget about the newbs.

@Saou8794 Жыл бұрын

thank you it's really good explaining

@learnwithwhiteboard Жыл бұрын

Glad it was helpful!

@neerajshrivastava5600 2 жыл бұрын

Awesome!!! Truly Outstanding content, Thank you.

@learnwithwhiteboard 2 жыл бұрын

Glad it was helpful! I'll try my best and publish more such quality videos.

@khaledzoheir7566 2 жыл бұрын

Wow, excellent and to the point. Great work

@learnwithwhiteboard 2 жыл бұрын

Thanks Khaled for your love, support and appreciation ❤️👍

@vidyasankpal8507 Жыл бұрын

Found short and sweet video 🥰

@learnwithwhiteboard Жыл бұрын

Glad you found it helpful Vidya ❤️👍

@nawid21 2 жыл бұрын

The moment i heard the indian voice i just knew it would be an awesome video :)

@learnwithwhiteboard 2 жыл бұрын

Thanks for your sweet words and appreciation, my friend ❤️👍

@Rock4temps 2 жыл бұрын

Super refresher, well done

@learnwithwhiteboard 2 жыл бұрын

Thanks Julien for your kind support, love and appreciation ❤️👍

@alternbits Жыл бұрын

Thank you. it was awesome

@learnwithwhiteboard Жыл бұрын

Glad you liked it!

@Kurtmind 2 жыл бұрын

This is a very informative video! Well done !

@learnwithwhiteboard 2 жыл бұрын

Glad it helped! Thanks for your love, support, and appreciation! 👍❤️

@rahulupadhyay3570 2 жыл бұрын

Best video on this topic

@vd7851 2 жыл бұрын

Thank you for your video

@learnwithwhiteboard 2 жыл бұрын

Its a pleasure to be of help to you ❤️👍

@Randomuser11231 2 жыл бұрын

Great intro for the beginners.

@rursus8354 2 жыл бұрын

I don't get it. In Regression, sections _II. DT_ and _III. Random Forests,_ the figures demonstrates that the outputs generated are clearly discrete, not continuous. The concept of sorting algorithms into the categories of Regression and Classification fails.

@rayerdyne 2 жыл бұрын

Well, one can expect to get a deeper understanding about guitar than machine learning seeing this :P Imo, a complete explaination of these would require one hour per type of model

@theaieducator1595 2 жыл бұрын

Thank you for some useful videos

@learnwithwhiteboard 2 жыл бұрын

Glad you like them! I'll try and share more such valuable videos with you. Thanks for all your love, support, and appreciation ❤️👍

@CarlJohnson-jj9ic 2 жыл бұрын

What is the difference between *list = malloc (10) and **list = malloc(1); *list = malloc(10). What does the extra layer of a single point of indirection give us? Also the value of void * having a NULL class reference is lost on me if void is saying no value. Can we cast to void or something?

@batanaichimuka2716 Жыл бұрын

Bro this video is "THE ONE"

@learnwithwhiteboard Жыл бұрын

Thanks buddy for your appreciation!

@TheBuzoTechie 2 жыл бұрын

Great video, very useful for the machine learning library I plan on making :)

@hr2079 2 жыл бұрын

Good overview. Thank you for sharing

@jmp0207 3 жыл бұрын

Great video! Keep up!

@learnwithwhiteboard 3 жыл бұрын

Thanks, will do! ❤️👍

@autaj Жыл бұрын

Wow, this is so so good

@learnwithwhiteboard Жыл бұрын

Thanks Jonathan for your love, support and appreciation … I’ll try my best and continue to share more such quality videos ❤️👍

@Kajan81 3 жыл бұрын

Thank you. If i wanted to forecast retail sales, which model will i use? Some of the inputs I will be using is transactions date, if product was on promo, type of promo, units sold, sales value. Output to show predicted number of units to be sold today+10 days.

@learnwithwhiteboard 3 жыл бұрын

Forecasting sales is a common and essential use of machine learning. To help you with your issue, I would recommend you to read this towardsdatascience.com/5-machine-learning-techniques-for-sales-forecasting-598e4984b109