Premium Only Content

Support Vector Machine (SVM) Explained: Implementation from Scratch + scikit-learn Comparison
In this tutorial, I explain the Support Vector Machine (SVM) algorithm, focusing on its application to linear classification problems. We'll explore how SVM works to separate data using a decision boundary (hyperplane) and then implement a simplified version of the algorithm from scratch in Python. Finally, I demonstrate how to solve the same problem using the powerful scikit-learn library, comparing the two approaches to understand their efficiency and usability.
Github: https://github.com/pagajow/yten_01_deepandbetter/tree/main/YT0004_support_vector_machine
By clicking the affiliate links, you help support my channel at no extra cost to you. Every purchase made through this link is a significant support for the development of this channel. I sincerely recommend Bose headphones - a product I have been using for a long time, extensively, and I am extremely satisfied with:
https://amzn.to/3ZMcfFK
-
3:11:00
TimcastIRL
4 hours agoTrump Kills 11 Narco Terrorists, Democrats Warn War With Venezuela Coming | Timcast IRL
133K116 -
13:07
Robbi On The Record
3 days ago $7.77 earnedSweet Poison: The Big Fat Lie That’s Killing America
34.3K20 -
LIVE
Drew Hernandez
8 hours agoEPSTEIN VICTIMS SPEAK OUT & TRUMP DOUBLES DOWN
915 watching -
1:36:41
FreshandFit
4 hours agoWe Are QUITTING YouTube...
34.4K29 -
2:34:22
TheSaltyCracker
4 hours agoDrug Smugglers Blown Up 9-03-25
71.4K151 -
3:12:59
VapinGamers
3 hours ago $0.01 earnedGrim Trials - Game Review/Playthru - Rougelight Dungeon Crawler - !rumbot !music
15.1K -
2:47:55
Mally_Mouse
10 hours ago🎮 Let's Play!! -- Jak 2 pt. 16
30.9K2 -
52:23
MattMorseTV
5 hours ago $0.63 earned🔴The Cartels are SCREWED.🔴
98.7K124 -
1:32:46
Badlands Media
19 hours agoAltered State S3 Ep. 44
41.4K1 -
21:09
Bearing
16 hours agoAustralian “Racist” Protest EXPLODES 💥 Glowies, Brawls & Media Spin 📣
22.1K31