Machine Learning Crash Course With ML.NET

Рет қаралды 91,826

Күн бұрын

We will go over what machine learning is, what it can be used for and we will create a model using C# & ML.NET
Jon Wood KZfaq Channel:
/ jonwood
Code:
github.com/jwood803/MLNet_Cra...
Data:
www.kaggle.com/camnugent/cali...
ML.NET:
dotnet.microsoft.com/apps/mac...
Timestamps:
00:00 - Intro
00:20 - What is Machine Learning?
01:05 - Types of Machine Learning Systems
01:55 - Supervised Learning
02:36 - Unsupervised Learning
03:17 - The Machine Learning Process
05:26 - What is ML.NET?
05:42 - Benefits of ML.NET
08:01 - ML.NET Model Builder
07:49 - ML.NET Demo: The data
08:53 - ML.NET Demo: Installing ML.NET
09:37 - ML.NET Demo: Creating the ML Context
09:48 - ML.NET Demo: Loading in the data
11:47 - ML.NET Demo: Splitting the data
12:47 - ML.NET Demo: Extract Features
13:53 - ML.NET Demo: Building the Pipeline
15:43 - ML.NET Demo: Create Model and Make Test Predictions
16:21 - ML.NET Demo: Evaluate the Model
17:03 - ML.NET Demo: Running the Program
17:36 - ML.NET Model Builder Demo
20:44 - Conclusion

Пікірлер: 105

@pranavkastury9610 3 жыл бұрын

Holy crap machine learning finally from my favourite KZfaq channel!!!

@andrewshorts1198 3 жыл бұрын

He did last year I think did do some ML with Javascript

@itamarribeiro8865 3 жыл бұрын

The day has come. A .Net tutorial on Brad's channel.

@halukyilmaz9621 3 жыл бұрын

where brad

@sanghvian 3 жыл бұрын

This channel is expanding in so many directions at godspeed. It's so so so friggin amazing !!!!!

@broadshare 2 жыл бұрын

Thanks, Brad for hosting Jon, I really needed a starting point for ML

@_guru 3 жыл бұрын

ML had my curiosity but now it has my attention

@_ifly 3 жыл бұрын

WoW, I was just waiting for this and finally, it's here. thanks a lot.

@PlatinumBuckGorilla 3 жыл бұрын

It’s been out for quite sometime

@bhatnagarcapital 3 жыл бұрын

I love you Brad .Thanks man .You are awesome .Waiting for your course !

@youraverageprogrammer7532 3 жыл бұрын

Thanks for the continuously amazing content Brad!

@artic0x 3 жыл бұрын

Great new content man, refreshing!

@davepoleon 3 жыл бұрын

I wouldn't have found this if it wasn't for Traversy Media... good stuff!

@Jalalx 3 жыл бұрын

Hey, I really enjoyed this video, and thank you for sharing it!

@sergiob3698 3 жыл бұрын

Cool .Net Feature. Thanks for sharing

@anandlimbu6633 3 жыл бұрын

Thank you for these video 😊 I think it will be very helpful for me.

@swoorp 3 жыл бұрын

Wow, I loved it, actually, I love every single video Traversy Media has. Love you sir and get well soon!!

@80amnesia 3 жыл бұрын

amazing this does the same stuff I do in python, I'm very tempted to switch

@slemannalkhaled5379 2 жыл бұрын

Well done and explained. .Net makes everything a bit easier

@Matrioshka_Brain 3 жыл бұрын

This is just WOW!

@ModeratelyInsane 3 жыл бұрын

Thanks, might* give this a try in F#.

@mohammadbelalalzoubi8102 3 жыл бұрын

Great video. Thank you=

@kopilkaiser8991 5 ай бұрын

Informative, Useful, and Interesting crash course to start learning and scratching the surface of Machine Learning using .Net. I am excited to apply all this knowledge practically 😊

@PaulCuenin 2 жыл бұрын

great tutorial. Thanks

@sikazwe2010 10 ай бұрын

Hey Jon! Thanks for the great tutorial. I have a question or rather a follow up. I followed your example but not as a console app but as dll and then created console app referencing to the dll. However, when i instantiated the class from library I'm getting exception of missing native dlls. Trying to reference the missing dlls in the console app i'm getting reference can't be added.

@techjavaid6177 3 жыл бұрын

HAPPY TEACHERS DAY 💕 Sir Brad Traversy , My Love, The only mentor who stalk us and know what is inside our hearts 💕😍

@ptxsv8705 3 жыл бұрын

FINALLY, LUV IT

@jakeryker546 3 жыл бұрын

The timestamps automatically got you a subscribe ♥️

@shreesharya857 3 жыл бұрын

Please upload more machine learning tutorials.....detailed....ML/DL/AI, tensorflow also tutorials on pandas,numy,scipy,matplotlib

@erawanthewise8227 2 жыл бұрын

Great video!

@noname-zj6qg 3 жыл бұрын

After freecodecamp this is my favorite channel

@kimokimo-se3ur 3 жыл бұрын

BRAD you Rock !! Any coupons in the near future for your udemy courses !! thank you and keep shining my friend !

@RonnieLutaro 3 жыл бұрын

Great content

@mluevanos 3 жыл бұрын

Thanks!

@gopip9192 3 жыл бұрын

Happy teachers day Traversy media :-)

@mk9834 3 жыл бұрын

very interesting!

@NaaGaboy 3 жыл бұрын

Something like this will be also very useful if it's possible making in JS

@PixelPioneer176 8 ай бұрын

Pure gold! If you’re passionate about this, a corresponding book should be your next read. "From Bytes to Consciousness: A Comprehensive Guide to Artificial Intelligence" by Stuart Mills

@dejohnny2 3 жыл бұрын

You should have used the ocean proximity feature in the model. Just change the column data to a 1 or a 0.

@muthu1046 3 жыл бұрын

Please make videos on Tensorflow, PyTorch & Keras

@christiancleofas5370 3 жыл бұрын

Thanks Sir Brad😊

@TraversyMedia 3 жыл бұрын

Thank Jon for this one :)

@fanzfanzilla Жыл бұрын

Thank you for the video and really easy way to explain. I am new to data science, so I have a lot of basic questions. In this video you covered generating a model. At the end the end of the video you show a zip file. So once the model is built, how to use it? Could you please make a follow up video, it will very helpful?

@thriplebee 3 жыл бұрын

thanks

@gudiputisairam346 3 жыл бұрын

Hi Brad, can you make a video on Dynamic Multilevel Navigation or Mega Menu using PHP and Mysqli..

@dissolvesoftware 3 жыл бұрын

Wow... Great tutorial... This channel has turned into a great school of learning.... together we can!!

@rajatpatil5867 3 жыл бұрын

How did you watched it in 2 minutes 😂

@josefkousal 3 жыл бұрын

Just wanted to ask if there is gonna be a Vue.js Front to back Udemy course? I've seen you've made a React and an Angular Udemy course, so it would fit in, would be super happy if that course got made :).

@tankstechtutorials5721 3 жыл бұрын

is it possible to do this through the CLI? edit: It can be done! Tried it myself

@tarekkerbedj1031 Жыл бұрын

question from a beginner , if you have say , thousands of columns do you have to add all of them manually ?

@m.umarhasan7882 2 жыл бұрын

I change the fraction for the test-train split but why does it always have 100 rows in the test data?

@junsato2049 2 жыл бұрын

The part where he auto-generated the HousingData class from the CSV file, how do you do that?

@LayerByLayer3dPrints 3 жыл бұрын

more videos about it pleasee

@berndczech1554 3 жыл бұрын

I’m surprised how Jon can have that few subscribers on his own channel. We have c# in production and where doing a lot using pandas, tf etc. Actually I didn’t know before how straightforward it is in c#.

@eren1514 3 жыл бұрын

Mobile development would be cool to see here man. Such as Kotlin or react native.

@TraversyMedia 3 жыл бұрын

I am looking for someone to create some mobile stuff

@fullstack_journey 3 жыл бұрын

@@TraversyMedia collaboration with Fireship or Markus ng for flutter would be awesome

@eren1514 3 жыл бұрын

@@TraversyMedia instagram.com/philipplackner_official here is one Kotlin developer which is really talented guy. Also he is making KZfaq tutorials. I think it would be cool, Sir.

@TraversyMedia 3 жыл бұрын

@@fullstack_journey Fireship is working on a NGINX in 100 seconds video for the channel. I will talk to him about some Flutter stuff as well with a larger project

@TraversyMedia 3 жыл бұрын

@@eren1514 I'll check them out, thanks

@syedsaleem4623 3 жыл бұрын

Pls post more ML Videos.

@CodingUnited 3 жыл бұрын

This looks interesting.

@Bri8765n 3 жыл бұрын

9:25 is a WHAT package?

@antoniojohnson7693 3 жыл бұрын

"Nuget package"

@alexsarga 3 жыл бұрын

Where did you take that performance benchmark of ML.NET, scikit-learn and h2o? Can you share a code behind it?

@JonWood 3 жыл бұрын

That screenshot was from ML.NET's main site near the bottom - dotnet.microsoft.com/apps/machinelearning-ai/ml-dotnet. However, more details is in a paper they did last year - arxiv.org/pdf/1905.05715.pdf

@tormak 3 жыл бұрын

Could we get a java HTTP crash course ?

@qobilruzmatov48 3 жыл бұрын

Nice good

@moakshkakkar5766 3 жыл бұрын

KZfaq coders = GOD

@arunkumarsingh8754 3 жыл бұрын

C# is ❤️

@evilsanta8585 Жыл бұрын

Why cant I just build the model right away like you do on 18:40 ?

@thamastersmooth 3 жыл бұрын

Does it do GAN yet?

@SaifUlIslam-di5xv 3 жыл бұрын

To deploy these models, check out the ML.NET documentation here, docs.microsoft.com/en-us/dotnet/machine-learning/how-to-guides/serve-model-web-api-ml-net

@halukyilmaz9621 3 жыл бұрын

when new videos will arrive about ml.net

@mohammadmahdifarnia5358 3 жыл бұрын

C shaprp (c#) is like writing typescript interfaces in code, its like typescript in javasrcipt, microsoft just copy typescript from its programming language😶

@antoniojohnson7693 3 жыл бұрын

Microsoft came up with both C# and Typescript. C# came well before Typescript.

@michaelgtz4873 3 жыл бұрын

ML would be definitely a topic of interest. But I don't feel myself educated on the subject after this video. No offence. And I haven't really learned c#, although it's not crucial for understanding.. How about making a solid, structured playlist starting with algorithms, general principles and then we talk about ways of implementation and syntax? Just suggesting.

@buddhika71 3 жыл бұрын

why you guys are reluctant to do some Java-based tutorials ?? @Traversy Media

@ogaja1 3 жыл бұрын

254 represented

@kelvinmwenda9245 3 жыл бұрын

tunakucheki

@srikanthchitturi2206 Жыл бұрын

Why don't you create a full course in Udemy ?

@geekyprogrammer4831 3 жыл бұрын

I love your high quality contents but just want to ask you.......are you trying to compete with Freecodecamp?

@rajatpatil5867 3 жыл бұрын

Miss you Brad 😢❤️

@TraversyMedia 3 жыл бұрын

@Aniketh Idlur I hope not :(

@rajatpatil5867 3 жыл бұрын

@Aniketh Idlur He learned alot of Technologies to help us learn which destroyed his mind 😂 He didn't he is just taking break ❤️

@TraversyMedia 3 жыл бұрын

I see this a lot and while I understand, I ran out of stuff to do, so I am working on learning more and creating my own platform and new courses. Once I launch some of that stuff, I will continue youtube tutorials. But I just ask people to please refrain from saying stuff like this. All it does is make me feel guilty for wanting to do other things. I try and find the best content I can for you guys. When you say things like this, I would imagine it doesn't make the creator of the video feel that great. I also have 800 videos on the channel and 12 Udemy courses. I am sure there is something for everyone that they have not watched.

@rajatpatil5867 3 жыл бұрын

@@TraversyMedia No worries We love you ❤️ and we are waiting for your platform It was just my feelings that I expressed.

@nav4090 3 жыл бұрын

@abdoemad4997 3 жыл бұрын

could you put Arabic in you captains language there are a lot of Arabic audience who will love learn from your Innovative courses

@drakeillusion6533 3 жыл бұрын

Hi, I am new to Machine Learning. I finished watching your videos and it feels that machine learning is a new method to replace if -else condition. Is this a good reference?

@Whales101 3 жыл бұрын

Thanks, but more flutter please.

@randerins 3 жыл бұрын

teach us how to hack NASA with jquery

@segus_faultise Жыл бұрын

69.699 dam his vid is down right sexual

@shortsdeliveries 2 жыл бұрын

i just got deeply disgruntled with this tutorial, my data is simpler than this example and this split.TrainSet.Schema got completely ruined

@derekviljoen7325 3 жыл бұрын

Mumbling. Arghhh!

@WantOxide 2 жыл бұрын

All funnny and games until he got to code. I code in .NET frameworks and C# since 11+ years and this guy is terrible at explaining. He just put onscreen boilerplate code took from somewhere else and if you're really lucky the most explanation you get is "I put this here because we don't need that", "This variable does this" leaving out all the context around. Bsically you'll be ably only to rteplicate what he does with the same files and it will still be unclear to you on some of the passages. It's not ML.NET introduction, it's a sample took from somewhere, probably MSDN and splatted here Geez, do TikToks, not training videos and courses

@dshcfh Жыл бұрын

Think they updated the ocean proximity or something. Copy and pasted code, got System.ArgumentOutOfRangeException: 'Schema mismatch for input column 'OceanProximity': expected scalar or vector of String, got Single (Parameter 'inputSchema')' on pipeline.Fit(). Edit: nevermind, I had the OceanProximity property a float instead of a string.