Data Science and Machine Learning Free Recipes

Recipes used by Amazon developers

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How to do Data Analysis in a Pandas DataFrame?
How to utilise Pandas dataframe & series for data wrangling?
How to create and optimize a baseline ElasticNet Regression model?
How to create and optimize a baseline Lasso Regression model?
How to create and optimize a baseline Ridge Regression model?
How to create and optimize a baseline linear regression model?
How to optimize hyper parameters of a DecisionTree model using Grid Search in Python?
How to optimize hyper parameters of a Logistic Regression model using Grid Search in Python?
How to select model using Grid Search in Python?
How to tune Hyper parameters using Random Search in Python?
How to tune Hyper parameters using Grid Search in Python?
How to plot Validation Curve in Python?
How to plot a ROC Curve in Python?
How to plot a learning Curve in Python?
How to generate classification report and confusion matrix in Python?
How to check models Average precision score using cross validation in Python?
How to check models AUC score using cross validation in Python?
How to check models recall score using cross validation in Python?
How to check models precision score using cross validation in Python?
How to check models f1 score using cross validation in Python?
How to check models accuracy using cross validation in Python?
How to split train test data using sklearn and python?
How to do variance thresholding in Python for feature selection?
How to do recursive feature elimination in Python?
How to drop out highly correlated features in Python?
How to select features using chi squared in Python?
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