40 |
Dense Layer |
deep learning |
Hard
|
Unsolved
Daily Question
|
1 |
Matrix times Vector |
linear algebra |
Easy
|
Unsolved
|
10 |
Calculate Covariance Matrix |
linear algebra |
Medium
|
Unsolved
|
11 |
Solve Linear Equations using Jacobi Method |
linear algebra |
Medium
|
Unsolved
|
12 |
Singular Value Decomposition (SVD) |
linear algebra |
Hard
|
Unsolved
|
13 |
Determinant of a 4x4 Matrix using Laplace's Expansion |
linear algebra |
Hard
|
Unsolved
|
14 |
Linear Regression Using Normal Equation |
machine learning |
Easy
|
Unsolved
|
15 |
Linear Regression Using Gradient Descent |
machine learning |
Easy
|
Unsolved
|
16 |
Feature Scaling Implementation |
machine learning |
Easy
|
Unsolved
|
17 |
K-Means Clustering |
machine learning |
Medium
|
Unsolved
|
18 |
Cross-Validation Data Split Implementation |
machine learning |
Medium
|
Unsolved
|
19 |
Principal Component Analysis (PCA) Implementation |
machine learning |
Medium
|
Unsolved
|
2 |
Transpose of a Matrix |
linear algebra |
Easy
|
Unsolved
|
20 |
Decision Tree Learning |
machine learning |
Hard
|
Unsolved
|
21 |
Pegasos Kernel SVM Implementation |
machine learning |
Hard
|
Unsolved
|
22 |
Sigmoid Activation Function Understanding |
deep learning |
Easy
|
Unsolved
|
23 |
Softmax Activation Function Implementation |
deep learning |
Easy
|
Unsolved
|
24 |
Single Neuron |
deep learning |
Easy
|
Unsolved
|
25 |
Single Neuron with Backpropagation |
deep learning |
Medium
|
Unsolved
|
26 |
Implementing Basic Autograd Operations |
deep learning |
Medium
|
Unsolved
|
27 |
Transformation Matrix from Basis B to C |
linear algebra |
Easy
|
Unsolved
|