skyblazervids

Welcome to the channel! We discuss data science, machine learning, statistics and mathematics on this channel.

04 SOLID
04 SOLID "I" : Integration Segregation Principle with python
03 SOLID L : Liskov's substitution principle (LSP) using python
03 SOLID L : Liskov's substitution principle (LSP) using python
02 SOLID O: Open/Closed Principle with python
02 SOLID O: Open/Closed Principle with python
01 SOLID S : Single Responsibility Principle with python
01 SOLID S : Single Responsibility Principle with python
I coded a convolution operation by hand and compared it with pytorch
I coded a convolution operation by hand and compared it with pytorch
Linear Programming Operations Research - Optimal transport problem solved using python
Linear Programming Operations Research - Optimal transport problem solved using python
Gradient descent explained!
Gradient descent explained!
Linear Regression as an optimization problem
Linear Regression as an optimization problem
Maximum likelihood derivation for bernoulli distribution by hand
Maximum likelihood derivation for bernoulli distribution by hand
Bernoulli Distribution Expectation and variance derivation
Bernoulli Distribution Expectation and variance derivation
Discrete knapsack optimization with python using pulp
Discrete knapsack optimization with python using pulp