MLT | Quiz-1 | PYQ | T2(2025) | Detailed solution | IITM BS | Data Science | Machine learning

Typo: It must be +1K1 at 18:44

Here is a solution to MLT Quiz-2 T2 2025.


Be mindful while watching the video, watch with full focus and attention.

Ideally, sit with a pen and paper and solve with me, pause in between and ponder. Ask each and every small doubt in comments.

Happy learning!

00:00 PCA (Principal Component Analysis)
13:50 Kernel and Kernel PCA
18:50 Clustering - K-Means
26:39 Maximum Likelihood Estimation (MLE)
29:19 EM Algorithm
31:34 EM Algorithm, Lloyd's Algorithm
34:19 Gradient Descent, Stochastic Gradient descent
39:59 Linear Regression



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