I really hope someone will HELP me in my case so I built a similar spam detector for my college project but my professor is saying that it is a data science project that is why I want to give it a touch of cybersecurity so what should I add in this project to make it more specific to cyber security ?
@Rafs_kunАй бұрын
Awesome Video Learned a lot
@rahilnecefov20183 ай бұрын
that was just awesome, love you from Azerbaijan Baku <3
@nickstugard90623 ай бұрын
Thank you for the kind words
@kanuemma93873 ай бұрын
Legend
@FORCP-bq5fo4 ай бұрын
Such a simple and greatly explained video. Thanks man
@Diniyaaaaaa5 ай бұрын
Can u please provide the code 🙂🙂🙂🙂
@dm-hn2wt5 ай бұрын
Hoe to deploy this plsss
@karthickm79065 ай бұрын
Can you provide github project link containing full source code
@wolfemaxwell6 ай бұрын
Very interesting! Good recommendations.
@Kalyan11436 ай бұрын
Will you provide github project link For full souce code
@mrunalwaghmare6 ай бұрын
hey there nice explanation Thanks a lot ! nicely explained and easy to understand wish we had professors like you in our college <3
@james17g6 ай бұрын
very awesome video and demonstration! Insane to me how this works. one of those things as CS student that gets me excited!
@TheMatyw7 ай бұрын
jesus christ, talking about niche videos, tysm for this video!!!
@nickstugard90627 ай бұрын
Ha! So glad it helped!
@juancarlossanchezveana18127 ай бұрын
Excellent
@tatuldanielyan99437 ай бұрын
This is naive video, i understood whole concept in just 30 minutes. Thank you.
@purvisingh2357 ай бұрын
is this realated with cloud coumputing or general mails??/
@nickstugard90627 ай бұрын
This video details the algorithm we can use for classifying any text/string and is very general. But it is only a binomial classification with the only options being 'spam' or 'not spam.' This can be implemented inside of another program that inputs text/strings into this model we've built. Which means it could be implemented in a cloud computer setting or just for general emails.
@MAZUMDERMOHITHASNAIN9 ай бұрын
Thank you man!
@anshugupta234011 ай бұрын
Awesome !!
@bart5557 Жыл бұрын
It's not a bad project like this. To see the data loading and preparations step lined out is very nice. But I came here to learn about Naive Bayes and how those calculations work, and all I got was MultinomialNB().
@andreeafilip9221 Жыл бұрын
Hi, thanks a lot for the video. It is very informative and very well explained. I have a curiosity, where did you get the email database from? Thank you in advance.
@quang5033 Жыл бұрын
thank you, i can learn a lot from you
@Ewakaa Жыл бұрын
So I have gone through your entire videos And trust me as an engineering student you have awesome videos. But if you can focus your teaching with project based then you will have a lot of views Example the videos your have on linear regression, support vector machine and the rest But this is amazing Thanks so much
@nickstugard9062 Жыл бұрын
Thank you so much for the kind words and feedback. I'll have to make a new project video soon. Do you have any requests about a type of project I should do a video about in the future?
@uploadideaswithitamar Жыл бұрын
Hi there. Good video. Please, what screen record did you use ?
@nickstugard9062 Жыл бұрын
I used the free version of Logitech Capture
@uploadideaswithitamar Жыл бұрын
@@nickstugard9062 thank you
@stupenrio2498 Жыл бұрын
Thank you for making this video 😊
@kingrodeski343 Жыл бұрын
Great video mate, you stand out
@shahriaralom4547 Жыл бұрын
please can you provide the link of written script
@shahriaralom4547 Жыл бұрын
Thank you so much sir ☺️
@youssraben7789 Жыл бұрын
why when i upload the dataset make this eroor Error tokenizing data. C error: Expected 2 fields in line 13, saw 4
@isaacp8073 Жыл бұрын
Please can you link the dataset you used. Really good video btw. Very well explained.
@nickstugard9062 Жыл бұрын
Sorry for the delay. You can find the dataset I used in the description or here: github.com/NStugard/Intro-to-Machine-Learning/blob/main/spam.csv You can save it to your local machine by right-clicking the button that says "Raw," then "Save link as," then saving it as "spam.csv"
@nickstugard9062 Жыл бұрын
And thank you for the kind words
@isaacp8073 Жыл бұрын
No problem at all. Thank you very much
@livingstonjeeva2219 Жыл бұрын
Nicely explained... thanks
@nickstugard9062 Жыл бұрын
Thank you for the kind words
@heprilesmono8908 Жыл бұрын
thanks, very good. What if there is new data outside the dataset, can it be detected? How to?
@thandobrilliant8639 Жыл бұрын
This was exactly what i needed
@jimmypk13532 жыл бұрын
Highly underrated video. This channel is an undiscovered GEM!
@cedricvillani85022 жыл бұрын
🤔 What
@armankisku46612 жыл бұрын
waiting for more...😄
@matthewgeary18112 жыл бұрын
17:49 why is this cross product not the zero vector
@nickstugard90622 жыл бұрын
When you do the minor matrix determinants, only the k-hat component will be zero.
@IanSkelskey3 жыл бұрын
I'm sold. Looks like I'm not done with Tunxis yet. lol
@AceHardy4 жыл бұрын
✍️
@AdmiralSym4 жыл бұрын
ow my brain
@badcat67674 жыл бұрын
first
@AdmiralSym4 жыл бұрын
darn it
@AdmiralSym4 жыл бұрын
first
@AdmiralSym4 жыл бұрын
first
@HosRo41614 жыл бұрын
Thank you. Excellent!
@M3dU5aXX_Ray_Tierney4 жыл бұрын
Thank you Professor Stugard!Great resources ! Much appreciated