AcunMedya Akademiq Internship Program - My Work

In this repo, I share the projects I worked on, the features I developed and the experiences I gained during AcunMedia's 6-month Akademiq Internship program.

Week	Workdone	Dataset	Description
1	Data Analysis	The Palmer Penguins	The dataset was analyzed and missing values were found. And filled appropriately.
2	Data Analysis	Heart Disease UCI	Outliers were found and visualized using barplot.
3	Data Preprocessing	Heart Disease UCI	Standardization and encoding.
4	Data Visualization	Tips	Data were visualized with different types of graphs.
5	Feauture Engineering	diabetes_dataset	Data processed, features added and training done.
6	Lineer Regression	uci-ml-repo	Lineer regression was used to estimate the fuel consumption of the vehicle.
7	Linear+Lasso+Ridge	Hitters	Linear, ridge and lasso regression results were evaluated. Ridge and lasso were re-evaluated using optimization techniques.