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diff --git a/README.md → 2018/README.md b/README.md → 2018/README.md
diff --git a/data.py → 2018/data.py b/data.py → 2018/data.py
diff --git a/data/BX-Book-Ratings.csv → 2018/data/BX-Book-Ratings.csv b/data/BX-Book-Ratings.csv → 2018/data/BX-Book-Ratings.csv
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diff --git a/data/BX-Users.csv → 2018/data/BX-Users.csv b/data/BX-Users.csv → 2018/data/BX-Users.csv
diff --git a/...84_2017__Data_for_Calendar_Year_2016_.csv → ...84_2017__Data_for_Calendar_Year_2016_.csv b/...84_2017__Data_for_Calendar_Year_2016_.csv → ...84_2017__Data_for_Calendar_Year_2016_.csv
diff --git a/data/Online Retail.xlsx → 2018/data/Online Retail.xlsx b/data/Online Retail.xlsx → 2018/data/Online Retail.xlsx
diff --git a/data/OnlineRetail.csv → 2018/data/OnlineRetail.csv b/data/OnlineRetail.csv → 2018/data/OnlineRetail.csv
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diff --git a/data/berlin_rental.txt → 2018/data/berlin_rental.txt b/data/berlin_rental.txt → 2018/data/berlin_rental.txt
diff --git a/data/clients.csv → 2018/data/clients.csv b/data/clients.csv → 2018/data/clients.csv
diff --git a/data/grocery_dataset.txt → 2018/data/grocery_dataset.txt b/data/grocery_dataset.txt → 2018/data/grocery_dataset.txt
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diff --git a/data/kc_house_data.csv.zip → 2018/data/kc_house_data.csv.zip b/data/kc_house_data.csv.zip → 2018/data/kc_house_data.csv.zip
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diff --git a/data/usa_holidays_2013_2018.csv → 2018/data/usa_holidays_2013_2018.csv b/data/usa_holidays_2013_2018.csv → 2018/data/usa_holidays_2013_2018.csv
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diff --git a/data/zuerich-monthly-sunspot-numbers-.csv → ...data/zuerich-monthly-sunspot-numbers-.csv b/data/zuerich-monthly-sunspot-numbers-.csv → ...data/zuerich-monthly-sunspot-numbers-.csv
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diff --git a/...rrelations_between_Multiple_Stocks..ipynb → ...rrelations_between_Multiple_Stocks..ipynb b/...rrelations_between_Multiple_Stocks..ipynb → ...rrelations_between_Multiple_Stocks..ipynb
diff --git a/day30_Finding_sample_size_for_study.ipynb → ...day30_Finding_sample_size_for_study.ipynb b/day30_Finding_sample_size_for_study.ipynb → ...day30_Finding_sample_size_for_study.ipynb
diff --git a/day31_energy_score_EDA.ipynb → 2018/day31_energy_score_EDA.ipynb b/day31_energy_score_EDA.ipynb → 2018/day31_energy_score_EDA.ipynb
diff --git a/day32_energy_score_Modelling.ipynb → 2018/day32_energy_score_Modelling.ipynb b/day32_energy_score_Modelling.ipynb → 2018/day32_energy_score_Modelling.ipynb
diff --git a/day33_energy_score_Evaluation.ipynb → 2018/day33_energy_score_Evaluation.ipynb b/day33_energy_score_Evaluation.ipynb → 2018/day33_energy_score_Evaluation.ipynb
diff --git a/day34_feature_engineering.ipynb → 2018/day34_feature_engineering.ipynb b/day34_feature_engineering.ipynb → 2018/day34_feature_engineering.ipynb
diff --git a/day35_keras_in_R.R → 2018/day35_keras_in_R.R b/day35_keras_in_R.R → 2018/day35_keras_in_R.R
diff --git a/day36_Sentiment_Analysis.ipynb → 2018/day36_Sentiment_Analysis.ipynb b/day36_Sentiment_Analysis.ipynb → 2018/day36_Sentiment_Analysis.ipynb
diff --git a/day37_bayesian_optimization.ipynb → 2018/day37_bayesian_optimization.ipynb b/day37_bayesian_optimization.ipynb → 2018/day37_bayesian_optimization.ipynb
diff --git a/day38_feature_ranking.ipynb → 2018/day38_feature_ranking.ipynb b/day38_feature_ranking.ipynb → 2018/day38_feature_ranking.ipynb
diff --git a/day39_house_price_prediction_EDA.ipynb → 2018/day39_house_price_prediction_EDA.ipynb b/day39_house_price_prediction_EDA.ipynb → 2018/day39_house_price_prediction_EDA.ipynb
diff --git a/...e_Models_and_Time_Series_Prediction.ipynb → ...e_Models_and_Time_Series_Prediction.ipynb b/...e_Models_and_Time_Series_Prediction.ipynb → ...e_Models_and_Time_Series_Prediction.ipynb
diff --git a/...house_price_prediction_modelling_ml.ipynb → ...house_price_prediction_modelling_ml.ipynb b/...house_price_prediction_modelling_ml.ipynb → ...house_price_prediction_modelling_ml.ipynb
diff --git a/...redicting_house_prices_modelling_dl.ipynb → ...redicting_house_prices_modelling_dl.ipynb b/...redicting_house_prices_modelling_dl.ipynb → ...redicting_house_prices_modelling_dl.ipynb
diff --git a/day42_Association_Rule_Mining.Rmd → 2018/day42_Association_Rule_Mining.Rmd b/day42_Association_Rule_Mining.Rmd → 2018/day42_Association_Rule_Mining.Rmd
diff --git a/day42_Association_Rule_Mining.nb.html → 2018/day42_Association_Rule_Mining.nb.html b/day42_Association_Rule_Mining.nb.html → 2018/day42_Association_Rule_Mining.nb.html
diff --git a/day43_Clustering_algorithms.ipynb → 2018/day43_Clustering_algorithms.ipynb b/day43_Clustering_algorithms.ipynb → 2018/day43_Clustering_algorithms.ipynb
diff --git a/day44_modelling_churn.R → 2018/day44_modelling_churn.R b/day44_modelling_churn.R → 2018/day44_modelling_churn.R
diff --git a/day45_jupyter_on_docker.md → 2018/day45_jupyter_on_docker.md b/day45_jupyter_on_docker.md → 2018/day45_jupyter_on_docker.md
diff --git a/day4_Creating_Dataset_Of_Stocks.ipynb → 2018/day4_Creating_Dataset_Of_Stocks.ipynb b/day4_Creating_Dataset_Of_Stocks.ipynb → 2018/day4_Creating_Dataset_Of_Stocks.ipynb
diff --git a/...ocation_of_Train_Stations_in_Berlin.ipynb → ...ocation_of_Train_Stations_in_Berlin.ipynb b/...ocation_of_Train_Stations_in_Berlin.ipynb → ...ocation_of_Train_Stations_in_Berlin.ipynb
diff --git a/..._Breast_Cancer_Exploratory_Analysis.ipynb → ..._Breast_Cancer_Exploratory_Analysis.ipynb b/..._Breast_Cancer_Exploratory_Analysis.ipynb → ..._Breast_Cancer_Exploratory_Analysis.ipynb
diff --git a/day7_Breast_Cancer_KNN_Classification.ipynb → ...y7_Breast_Cancer_KNN_Classification.ipynb b/day7_Breast_Cancer_KNN_Classification.ipynb → ...y7_Breast_Cancer_KNN_Classification.ipynb
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diff --git a/day87_california_wildfires.R → 2018/day87_california_wildfires.R b/day87_california_wildfires.R → 2018/day87_california_wildfires.R
diff --git a/day88_display_calendar_with_python.ipynb → .../day88_display_calendar_with_python.ipynb b/day88_display_calendar_with_python.ipynb → .../day88_display_calendar_with_python.ipynb
diff --git a/day89_anonymize_data_with_pandas.ipynb → 2018/day89_anonymize_data_with_pandas.ipynb b/day89_anonymize_data_with_pandas.ipynb → 2018/day89_anonymize_data_with_pandas.ipynb
diff --git a/...Cancer_Random_Forest_Classification.ipynb → ...Cancer_Random_Forest_Classification.ipynb b/...Cancer_Random_Forest_Classification.ipynb → ...Cancer_Random_Forest_Classification.ipynb
diff --git a/day90_correlations_with_corr.Rmd → 2018/day90_correlations_with_corr.Rmd b/day90_correlations_with_corr.Rmd → 2018/day90_correlations_with_corr.Rmd
diff --git a/day94_manifold_learning_and_t-SNE.ipynb → 2018/day94_manifold_learning_and_t-SNE.ipynb b/day94_manifold_learning_and_t-SNE.ipynb → 2018/day94_manifold_learning_and_t-SNE.ipynb
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diff --git a/images/bacteria_model.jpg → 2018/images/bacteria_model.jpg b/images/bacteria_model.jpg → 2018/images/bacteria_model.jpg
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