Bonus: Advanced Data Science Using Python

Classification Analysis

• Classification Analysis.pptx
• ClassificationAnalysis.ipynb
• credit_tree_regularized.dot
• credit_tree.dot
• credit.csv

Clustering

• Cust_Spend_Data_New
• hc
• HierarchicalClustering
• km
• K-MeansClustering
• Nutrient_Composition_Dataset
• Unsupervised Learning

Model Improvements

• Classification_Improvement
• credit
• Data_Imbalance
• Feature Selection
• Fine Tuning
• PCA

NLP

• Natural Language Processing
• NLP
• Vectorizer

Regression Analysis

• car-mpg
• Regression Analysis
• Regression

Visualization

• Bivariate_Plotly
• car-mpg
• Univariate_Plotly