Notes in my journey in 100 days of code for machine learning
- import data
- work with missing values
- work with categorical data and dummy variable
- Scalling the data
- split data to train, and test
- math behined linear regression
- simple linear regression
- multiple linear regression
- cost function
- confuse matric
- what is logistic regression
- math behind logistic regression
- EDA
- Data Visiluaztion
- logistic regression implementation in breast cancer data set
- build a predictive system to the model