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This repo contains Data Science Projects done in a sequential manner wherever required along with visualization. Process involves as Exploratory Data Analysis, Feature engineering, Feature selection and Prediction.

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.ipynb_checkpoints
.ipynb_checkpoints
 
 
Basic python tutorial with seaborn handson
Basic python tutorial with seaborn handson
 
 
Chi Square test
Chi Square test
 
 
Deep Learning
Deep Learning
 
 
EDA_Assignment
EDA_Assignment
 
 
EDA_FE_FS_House_Price_Prediction
EDA_FE_FS_House_Price_Prediction
 
 
EDA_Prediction_Iris_data
EDA_Prediction_Iris_data
 
 
EDA_Titanic_Dataset
EDA_Titanic_Dataset
 
 
EDA_with_Bokeh_PowerConsumptionDataset
EDA_with_Bokeh_PowerConsumptionDataset
 
 
Feature_Engineering
Feature_Engineering
 
 
Feature_Selection
Feature_Selection
 
 
Handling imbalanced Dataset
Handling imbalanced Dataset
 
 
Hperparameter Optimisation XGBoost
Hperparameter Optimisation XGBoost
 
 
K nearest neighbors
K nearest neighbors
 
 
NLP
NLP
 
 
Predictions with Deep Learning models
Predictions with Deep Learning models
 
 
Principal Component Analysis
Principal Component Analysis
 
 
Ridge, Lasso, Linear & Multilinear Regression
Ridge, Lasso, Linear & Multilinear Regression
 
 
EDA with SweetViz Library .ipynb
EDA with SweetViz Library .ipynb
 
 
Fake_news_classification.ipynb
Fake_news_classification.ipynb
 
 
Preprocessing_Titanic_dataset.ipynb
Preprocessing_Titanic_dataset.ipynb
 
 
README.md
README.md
 
 

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EDA Feature Engineering, Feature Selection, Prediction

This repo contains Data Science Projects done in a sequential manner wherever required along with visualization. Also contains ML pipeline and Process involves as Exploratory Data Analysis, Feature engineering, Feature selection and Prediction.

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This repo contains Data Science Projects done in a sequential manner wherever required along with visualization. Process involves as Exploratory Data Analysis, Feature engineering, Feature selection and Prediction.

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visualization data-science sklearn eda prediction seaborn feature-selection feature-extraction classification matplotlib feature-engineering predictive-modeling

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