Deep-ML

Deep-ML Algorithm

#	Title	Solution	Difficulty
1	Matrix Times Vector	Python3	Easy
2	Transpose of a Matrix	Python3	Easy
3	Reshape Matrix	Python3	Easy
4	Calculate Mean by Row or Column	Python3	Easy
5	Scalar Multiplication of a Matrix	Python3	Easy
6	Calculate Eigenvalues of a Matrix	Python3	Medium
7	Matrix Transformation	Python3	Medium
8	Matrix times Matrix	Python3	Medium
9	Calculate 2x2 Matrix Inverse	Python3	Medium
10	Calculate Covariance Matrix	Python3	Medium
11	Solve Linear Equations using Jacobi Method	Python3	Medium
12	Singular Value Decomposition (SVD)	Python3	Hard
13	Determinant of a 4x4 Matrix using Laplace's Expansion	Python3	Hard
14	Linear Regression Using Normal Equation	Python3	Easy
15	Linear Regression Using Gradient Descent	Python3	Easy
16	Feature Scaling Implementation	Python3	Easy
17	K-Means Clustering	Python3	Medium
18	Cross-Validation Data Split Implementation	Python3	Medium
19	Principal Component Analysis (PCA) Implementation	Python3	Medium
20	Decision Tree Learning	Python3	Hard