-
Loan Analysis
- OOP 1: Classes
- OOP 2: Special Methods
- OOP 3: Inheritance
- Recursion
- Graphs and Tree (bst)
-
BFS,DFS
- Web 1: Selenium
- Web 2: Recursive Crawl
- Web 3: Flask
- BFS,DFS
-
AB testing
- Dashboards
- Regex
- Visualization
- AB testing
-
Geo Analysis
- geographic maps
- shapefiles, GeoJSON
- DPI (dots per inch)
- geocoding
-
Linear Regression
- sklearn LinearRegression
- explained variance
- train/test split
- PolynomialFeatures
- OneHot Encoding
- Pipelines
-
Logistic Regression
- LogisticRegression
- multiclass, proba
- decision boundaries
- standardization
- confusion matrices
- accuracy, precision, recall