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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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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.

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