GitHub - HamzaIrfan98/Data-Science-in-Python: Learning how to perform data analysis, visualization, preprocessing, regression, classification, clustering, associate rule learning, and NLP using various data structures and built-in libraries of Python.

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Learning how to perform data analysis, visualization, preprocessing, regression, classification, clustering, associate rule learning, and NLP using various data structures and built-in libraries of Python.

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Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
Anomaly_Detection_using_LSTM.ipynb		Anomaly_Detection_using_LSTM.ipynb
Apyori (Apriori Algorithm).ipynb		Apyori (Apriori Algorithm).ipynb
Choropleth Maps for Data Visualization.ipynb		Choropleth Maps for Data Visualization.ipynb
Data Preprocessing using sklearn.ipynb		Data Preprocessing using sklearn.ipynb
Data Visualization using SeaBorn Library.ipynb		Data Visualization using SeaBorn Library.ipynb
Decision Tree Classification.ipynb		Decision Tree Classification.ipynb
Decision Tree Regression.ipynb		Decision Tree Regression.ipynb
ECLAT.ipynb		ECLAT.ipynb
Gradient Descent .ipynb		Gradient Descent .ipynb
GridSearchCV.ipynb		GridSearchCV.ipynb
Hierarchical Clustering.ipynb		Hierarchical Clustering.ipynb
Hyper-parameter Tuning (GridSearchCV).ipynb		Hyper-parameter Tuning (GridSearchCV).ipynb
K Means Clustering.ipynb		K Means Clustering.ipynb
K Nearest Neighbour.ipynb		K Nearest Neighbour.ipynb
K-Fold Cross Validation.ipynb		K-Fold Cross Validation.ipynb
Kernel PCA.ipynb		Kernel PCA.ipynb
Kernel SVM.ipynb		Kernel SVM.ipynb
Learning Data Analysis using Pandas.ipynb		Learning Data Analysis using Pandas.ipynb
Linear Discriminant Analysis.ipynb		Linear Discriminant Analysis.ipynb
Logistic Regression.ipynb		Logistic Regression.ipynb
MatPlotLib for Data Visualization.ipynb		MatPlotLib for Data Visualization.ipynb
Multiple Linear Regression.ipynb		Multiple Linear Regression.ipynb
Naiive Bayes.ipynb		Naiive Bayes.ipynb
Natural Language Processing.ipynb		Natural Language Processing.ipynb
Pandas for Data Visualization.ipynb		Pandas for Data Visualization.ipynb
Plotly & Cufflink for Data Visualization.ipynb		Plotly & Cufflink for Data Visualization.ipynb
Polynomial Regression.ipynb		Polynomial Regression.ipynb
Principal Component Analysis.ipynb		Principal Component Analysis.ipynb
Random Forest Classification.ipynb		Random Forest Classification.ipynb
Simple Linear Regression.ipynb		Simple Linear Regression.ipynb
Support Vector Machine.ipynb		Support Vector Machine.ipynb
Support Vector Regression.ipynb		Support Vector Regression.ipynb
XGBoost.ipynb		XGBoost.ipynb