Data-Science-Portfolio

Black Friday Sales Prediction: This notebook includes Data Cleaning(Taking care of missing values, Scaling, encoding), Data visualizations(univariate and bivariate analysis) and model building.
Crop Yield Classification: This notebook includes Data Cleaning(Taking care of missing values, Scaling, encoding), Data visualizations(univariate and bivariate analysis) and model building.
HR Analytics: This notebook includes Data Cleaning(Taking care of missing values, Scaling, encoding), Data visualizations(univariate and bivariate analysis), model building, Hyperparameter Tuning(Grid Search).
Loan Prediction:This notebook includes Data Cleaning(Taking care of missing values, Scaling, encoding), model building and result comparison.
NLP Text Cleaning: This notebook has basic steps of text cleaning(removing @, #, urls, etc) , stemming and tokenization.
Seaborn: This notebook has various seaborn plots (Countplot, Swarmplot, scatterplot, relplot, catplot, violinplot, catplot, HEX plot, KDE plot and Heatmap)
Sentiment Analysis: This notebook has basic steps of text cleaning(removing @, #, urls, etc) , stemming, tokenization, Vectorizer, Oversampling and model building.
Titanic Survival Prediction: This notebook includes Data Cleaning(Taking care of missing values, Scaling, encoding), Data visualizations(univariate and bivariate analysis) and model building.

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Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
Black Friday Sales Prediction		Black Friday Sales Prediction
Crop Yield Classification		Crop Yield Classification
HR Analytics		HR Analytics
Loan Prediction		Loan Prediction
NLP Text Cleaning		NLP Text Cleaning
Seaborn		Seaborn
Sentiment Analysis		Sentiment Analysis
Titanic Survival Prediction		Titanic Survival Prediction
readme.md		readme.md