Md Shahriyar Al Mustakim Mitul's Blog
Series

ML From scratch to Expert

This series covers what a beginner might need from scratch to master ML, AI, Deep Learning, Natural Language Processing

Articles in this series

Machine Learning : Data Pre Processing Part 1

Apr 23, 20245 min read

In this blog, we are using the data set called...

Machine learning - Linear Regression (Part 2)

Apr 23, 20243 min read

From our previous blog on Data Pre Processing , we came to know how to pre process the data. Let's work on this data...

Machine learning - Multiple Linear Regression Model (Part 3)

Apr 26, 20246 min read

Here, y is the dependent variable and X1, X2, ......Xn is the independent variable Assumptions of linear regressions Here you can see apart from the...

Machine Learning - Polynomial Regression (Part 4)

Apr 27, 20244 min read

This is the mathematical equation for polynomial regression. Now, let's see where we use it if we use linear regression here, it basically does not...

Machine Learning - Support Vector Regression (SVR) - Part 5

Apr 29, 20243 min read

So far in Linear regression we have seen linear lines . We could calculate the minimum error by summation of (y-y(hat))^2 You can remind it from this...

Machine Learning - Regression Trees (Part 6)

Apr 30, 20243 min read

Here what we can do is, we can take our independent variables in axis and keep the dependent variable on the axis towards us Then we can split our...