MLSquare

Explaining concepts via problems.

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MLT | Quiz-1 | PYQ | T3(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Quiz-1 | PYQ | T3(2024) | Detailed solution | IITM BS | Data Science | Machine learning
PCA | Kernel PCA | Estimation | Gaussian Mixture Models | EM Algorithm | K-Means Clustering
PCA | Kernel PCA | Estimation | Gaussian Mixture Models | EM Algorithm | K-Means Clustering
MLT | Quiz-1 | PYQ | T1(2025) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Quiz-1 | PYQ | T1(2025) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Quiz-1 | PYQ | T2(2025) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Quiz-1 | PYQ | T2(2025) | Detailed solution | IITM BS | Data Science | Machine learning
PCA | MLT | Summary | IITM BS | Data Science | Machine learning
PCA | MLT | Summary | IITM BS | Data Science | Machine learning
MLT | End-term | PYQ | T2(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | End-term | PYQ | T2(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLF | End-term | PYQ | T2(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLF | End-term | PYQ | T2(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLF | Quiz 2 | PYQ | T3(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLF | Quiz 2 | PYQ | T3(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Quiz 2 | PYQ | T3(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Quiz 2 | PYQ | T3(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Quiz 2 | PYQ | T1(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Quiz 2 | PYQ | T1(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Week 8 | GA | Graded Assignment | Machine learning | Data Science
MLT | Week 8 | GA | Graded Assignment | Machine learning | Data Science
Convergence of Random Variables (Part 1) | Probability Theory | GATE (ST) | CSIR-NET
Convergence of Random Variables (Part 1) | Probability Theory | GATE (ST) | CSIR-NET
MLF | Quiz 2 | PYQ | T1(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLF | Quiz 2 | PYQ | T1(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Week 7 | GA | Graded Assignment | Machine learning | Data Science
MLT | Week 7 | GA | Graded Assignment | Machine learning | Data Science
MLF | Quiz 2 | PYQ | T2(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLF | Quiz 2 | PYQ | T2(2024) | Detailed solution | IITM BS | Data Science | Machine learning
MLT | Week 6 | GA | Graded Assignment | Machine learning | Data Science
MLT | Week 6 | GA | Graded Assignment | Machine learning | Data Science
Week 5 Graded Assignment
Week 5 Graded Assignment
PDSA | Week 4 PA
PDSA | Week 4 PA
MLT | Week 5 Practice Assignment | Gradient Descent
MLT | Week 5 Practice Assignment | Gradient Descent
MLT | Week 5 Practice Assignment | Linear Regression
MLT | Week 5 Practice Assignment | Linear Regression
MLT | Week 5 Practice Assignment | Kernel Regression
MLT | Week 5 Practice Assignment | Kernel Regression
Convergence of Gradient Descent | Linear Regression Case
Convergence of Gradient Descent | Linear Regression Case
MLT | Week 4 Practice Assignment | GMM-EM
MLT | Week 4 Practice Assignment | GMM-EM
MLT | Week 4 Practice Assignment | MLE
MLT | Week 4 Practice Assignment | MLE
Linear Regression | Expectation of Residual Sum of Squares | E(RSS)
Linear Regression | Expectation of Residual Sum of Squares | E(RSS)
Diagonalisability 1
Diagonalisability 1
Diagonalisability 2
Diagonalisability 2
Diagonalisability 3
Diagonalisability 3
Eigenvalues
Eigenvalues
Linear Algebra discussion 2023 04 17
Linear Algebra discussion 2023 04 17