GitHub - Aryanmartinian/Complete-Data-Science

This repository contains all the Data Science Concepts that are required for a Data Scientist in 2024. The updated concepts and Tools has been added in the repository.

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
2.png		2.png
ANN.ipynb		ANN.ipynb
Arrays.ipynb		Arrays.ipynb
Car.csv		Car.csv
Carbon.ipynb		Carbon.ipynb
Cross_Validation.ipynb		Cross_Validation.ipynb
Decision_Tree_Classification.ipynb		Decision_Tree_Classification.ipynb
Decision_Tree_Regression.ipynb		Decision_Tree_Regression.ipynb
Elastic_Net_Regression.ipynb		Elastic_Net_Regression.ipynb
Ensemble_Methods.ipynb		Ensemble_Methods.ipynb
Feature_Selection.ipynb		Feature_Selection.ipynb
Hyperparameter.ipynb		Hyperparameter.ipynb
Joblib_and_Pickle.ipynb		Joblib_and_Pickle.ipynb
K-means_clustering.ipynb		K-means_clustering.ipynb
KNN.ipynb		KNN.ipynb
Lasso_Regression.ipynb		Lasso_Regression.ipynb
Linear_Regression.ipynb		Linear_Regression.ipynb
Logistic_Regression.ipynb		Logistic_Regression.ipynb
Multiple_Linear_Regression.ipynb		Multiple_Linear_Regression.ipynb
NLP_Basics.ipynb		NLP_Basics.ipynb
NLP_Basics_2.ipynb		NLP_Basics_2.ipynb
Naive_Bayes.ipynb		Naive_Bayes.ipynb
Outliers.ipynb		Outliers.ipynb
Polynomial_Regression.ipynb		Polynomial_Regression.ipynb
Preprocessing.ipynb		Preprocessing.ipynb
Principal_Component_Analysis.ipynb		Principal_Component_Analysis.ipynb
README.md		README.md
Ridge_Regression.ipynb		Ridge_Regression.ipynb
Robust_Regression.ipynb		Robust_Regression.ipynb
Support_Vector_Machine.ipynb		Support_Vector_Machine.ipynb
Technical_Writing3.ipynb		Technical_Writing3.ipynb
Time_Series_basis.ipynb		Time_Series_basis.ipynb
Time_Series_final.ipynb		Time_Series_final.ipynb
TrainandTestdata.ipynb		TrainandTestdata.ipynb
UnsupervisedTraining.ipynb		UnsupervisedTraining.ipynb
age1.csv		age1.csv
age2.csv		age2.csv
carbon_emission.csv.xlsx		carbon_emission.csv.xlsx
cat_dog_cnn.ipynb		cat_dog_cnn.ipynb
dt.tree		dt.tree
dt1.tree		dt1.tree
encoding.csv		encoding.csv
exam.csv		exam.csv
exam1.csv		exam1.csv
final_ROC_.ipynb		final_ROC_.ipynb
finalreview.csv		finalreview.csv
job.csv		job.csv
makedataset.ipynb		makedataset.ipynb
model.pkl		model.pkl
model1		model1
pandas.ipynb		pandas.ipynb
pca1.csv		pca1.csv
sales.csv		sales.csv
tsmodel.pkl		tsmodel.pkl
univariate_bivariate_multivariate.ipynb		univariate_bivariate_multivariate.ipynb
word2vec.wordvectors		word2vec.wordvectors

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