9.1 DS - Sampling
10:19
7 ай бұрын
Limit Examples
17:55
7 ай бұрын
Limit Laws and Theorems
10:02
7 ай бұрын
Infinite Limits
10:45
7 ай бұрын
Divergence and Curl
31:19
10 ай бұрын
Describing Regions in 2D
13:54
11 ай бұрын
DS - Merging Dataframes in R
15:34
Integrating Rational Expressions
20:18
SVMs in Python
32:29
Жыл бұрын
ML 12.1 - Support Vector Machines
13:19
Polynomial Regression in Python
8:34
Hyperplane in Python
10:15
Жыл бұрын
Linear Regression in Python
1:00:57
Жыл бұрын
k nearest neighbor in Python
29:10
ML 9.3 - k means
10:16
Жыл бұрын
ML 9.2 - k nearest neighbor
8:46
Жыл бұрын
Пікірлер
@wahajrashid270
@wahajrashid270 4 күн бұрын
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_kun
@Rafs_kun Ай бұрын
Awesome Video Learned a lot
@rahilnecefov2018
@rahilnecefov2018 3 ай бұрын
that was just awesome, love you from Azerbaijan Baku <3
@nickstugard9062
@nickstugard9062 3 ай бұрын
Thank you for the kind words
@kanuemma9387
@kanuemma9387 3 ай бұрын
Legend
@FORCP-bq5fo
@FORCP-bq5fo 4 ай бұрын
Such a simple and greatly explained video. Thanks man
@Diniyaaaaaa
@Diniyaaaaaa 5 ай бұрын
Can u please provide the code 🙂🙂🙂🙂
@dm-hn2wt
@dm-hn2wt 5 ай бұрын
Hoe to deploy this plsss
@karthickm7906
@karthickm7906 5 ай бұрын
Can you provide github project link containing full source code
@wolfemaxwell
@wolfemaxwell 6 ай бұрын
Very interesting! Good recommendations.
@Kalyan1143
@Kalyan1143 6 ай бұрын
Will you provide github project link For full souce code
@mrunalwaghmare
@mrunalwaghmare 6 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
@james17g
@james17g 6 ай бұрын
very awesome video and demonstration! Insane to me how this works. one of those things as CS student that gets me excited!
@TheMatyw
@TheMatyw 7 ай бұрын
jesus christ, talking about niche videos, tysm for this video!!!
@nickstugard9062
@nickstugard9062 7 ай бұрын
Ha! So glad it helped!
@juancarlossanchezveana1812
@juancarlossanchezveana1812 7 ай бұрын
Excellent
@tatuldanielyan9943
@tatuldanielyan9943 7 ай бұрын
This is naive video, i understood whole concept in just 30 minutes. Thank you.
@purvisingh235
@purvisingh235 7 ай бұрын
is this realated with cloud coumputing or general mails??/
@nickstugard9062
@nickstugard9062 7 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.
@MAZUMDERMOHITHASNAIN
@MAZUMDERMOHITHASNAIN 9 ай бұрын
Thank you man!
@anshugupta2340
@anshugupta2340 11 ай бұрын
Awesome !!
@bart5557
@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
@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
@quang5033 Жыл бұрын
thank you, i can learn a lot from you
@Ewakaa
@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
@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
@uploadideaswithitamar Жыл бұрын
Hi there. Good video. Please, what screen record did you use ?
@nickstugard9062
@nickstugard9062 Жыл бұрын
I used the free version of Logitech Capture
@uploadideaswithitamar
@uploadideaswithitamar Жыл бұрын
@@nickstugard9062 thank you
@stupenrio2498
@stupenrio2498 Жыл бұрын
Thank you for making this video 😊
@kingrodeski343
@kingrodeski343 Жыл бұрын
Great video mate, you stand out
@shahriaralom4547
@shahriaralom4547 Жыл бұрын
please can you provide the link of written script
@shahriaralom4547
@shahriaralom4547 Жыл бұрын
Thank you so much sir ☺️
@youssraben7789
@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
@isaacp8073 Жыл бұрын
Please can you link the dataset you used. Really good video btw. Very well explained.
@nickstugard9062
@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
@nickstugard9062 Жыл бұрын
And thank you for the kind words
@isaacp8073
@isaacp8073 Жыл бұрын
No problem at all. Thank you very much
@livingstonjeeva2219
@livingstonjeeva2219 Жыл бұрын
Nicely explained... thanks
@nickstugard9062
@nickstugard9062 Жыл бұрын
Thank you for the kind words
@heprilesmono8908
@heprilesmono8908 Жыл бұрын
thanks, very good. What if there is new data outside the dataset, can it be detected? How to?
@thandobrilliant8639
@thandobrilliant8639 Жыл бұрын
This was exactly what i needed
@jimmypk1353
@jimmypk1353 2 жыл бұрын
Highly underrated video. This channel is an undiscovered GEM!
@cedricvillani8502
@cedricvillani8502 2 жыл бұрын
🤔 What
@armankisku4661
@armankisku4661 2 жыл бұрын
waiting for more...😄
@matthewgeary1811
@matthewgeary1811 2 жыл бұрын
17:49 why is this cross product not the zero vector
@nickstugard9062
@nickstugard9062 2 жыл бұрын
When you do the minor matrix determinants, only the k-hat component will be zero.
@IanSkelskey
@IanSkelskey 3 жыл бұрын
I'm sold. Looks like I'm not done with Tunxis yet. lol
@AceHardy
@AceHardy 4 жыл бұрын
✍️
@AdmiralSym
@AdmiralSym 4 жыл бұрын
ow my brain
@badcat6767
@badcat6767 4 жыл бұрын
first
@AdmiralSym
@AdmiralSym 4 жыл бұрын
darn it
@AdmiralSym
@AdmiralSym 4 жыл бұрын
first
@AdmiralSym
@AdmiralSym 4 жыл бұрын
first
@HosRo4161
@HosRo4161 4 жыл бұрын
Thank you. Excellent!
@M3dU5aXX_Ray_Tierney
@M3dU5aXX_Ray_Tierney 4 жыл бұрын
Thank you Professor Stugard!Great resources ! Much appreciated