Name of project
Capstone project - Concrete data
Tool used for analysis
• Python
Packages
• NumPy
• Pandas
• Matplotlib
• Seaborn
• scikit-learn
Data: https://www.kaggle.com/datasets/niteshyadav3103/concrete-compressive-strength
Analysis:
• We have 1030 rows
• We have 9 columns
• There is no null values
• All values are in the form of continuous data
Further process of
• Exploratory data analysis
• Outliers treatment
• Relation study
• Multi-collinearity-check
• Feature Engineering
• Model building
• Hyperparameter tuning
are explained in construction_data_report.