Courses
Maths-2
Runs
T2-2024
Karthik Thiagarajan
Courses
Maths-2
Activity Questions
Week 1
1.1
Question-1
Question-2
Question-3
Question-4
Question-5
Question-6
Question-7
Question-9
1.2
Question-10
Question-2
Question-3
Question-6
Question-7
Question-8
1.3
Question-1
Question-3
Question-6
Question-7
Question-8
Question-9
1.4
Question-1
Question-10
Question-2
Question-3
Question-4
Question-8
1.5
Question-10
Question-3
Question-5
Question-6
Question-7
Question-9
Week 2
2.1
Question-10
Question-2
Question-3
Question-4
Question-8
2.3
Question-2
Question-4
Question-8
Question-9
2.4
Question-2
Question-4
Question-5
Question-6
Question-7
Question-8
2.5
Question-2
Question-6
Question-7
Runs
T2-2024
Support
Slides
Vector Spaces
MLF
Notes
Part 1
Introduction
Datasets
ML Problem
Linear Regression
\(\mathbf{X} \mathbf{w}=\mathbf{0}\)
\(\mathbf{Xw} = \mathbf{y}\)
\(\mathbf{Xw} \approx \mathbf{y}\)
Projections
Best-Fit Hyperplane
Part 2
Linear Transformations
Eigenvalues and Eigenvectors
Characteristic Polynomial
Part 3
Complex Numbers
MLT
Runs
T2 2024
Week-3
Topics
Linear Algebra
Notes
Inverse and Determinant
RREF is unique
Spectral Theorem (real version)
Problems
Problem-1
Problem-2
Machine Learning
Notes
PCA
PCA Variants
Probability Statistics
Notes
Poisson Distribution
Random
Reversible Transformations
Vectors and Matrices
Workshops
Intelligent Machines
On this page
Announcements
Overview
Schedule
Lectures
AQ and PA
Quizzes
Courses
Maths-2
Runs
T2-2024
T2-2024
Announcements
Overview
Schedule
Lectures
Session
Notes
AQ and PA
Quizzes
Question-7
Support