├── .gitignore ├── 00_setup_installations ├── 00_setup_installations.txt ├── 01_virtual_env_and_tensorflow-1.14_installation.txt ├── 02_git_for_windows.txt └── 03_pip_paket_yukleme.txt ├── 01_python_basic ├── 00_python_giris.ipynb ├── 01_degiskenler_(variables).ipynb ├── 01_python_basic_answers.ipynb ├── 02_tirnak_kullanimi_ve_kacis_(quotes_escape).ipynb ├── 03_kullanicidan_bilgi_almak_(input).ipynb ├── 04_cikti_formatlama_(print_format).ipynb ├── 05_kosullu_durumlar_(conditionals_if_else).ipynb ├── 06_islecler_(operators).ipynb ├── 07_donguler_(loops).ipynb ├── 08_dosya_islemleri_(file_operations).ipynb ├── 09_listeler_(lists).ipynb ├── 10_liste_metotlari_(list_methods).ipynb ├── 11_demetler_(tuples).ipynb ├── 12_sozlukler_(dictionaries).ipynb ├── 13_kumeler_(sets).ipynb ├── 14_fonksiyonlar_(functions).ipynb ├── 15_lambda_fonksiyonlar_(lambda_functions).ipynb ├── 16_moduller_(moduls).ipynb ├── 17_nesneye_yonelik_programlama_(object_oriented_programming_OOP).ipynb ├── 18_ yield.ipynb ├── img │ └── Guido_van_Rossum.png ├── merhaba.py ├── my_module │ ├── __pycache__ │ │ ├── alan_hesapla.cpython-36.pyc │ │ └── my_geo.cpython-36.pyc │ └── my_geo.py ├── notlar.txt └── yeni_dosya.txt ├── 02_pandas ├── 00_pandas_basics.ipynb ├── 01_read_data_name_columns.ipynb ├── 02_drop_columns_and_row.ipynb ├── 03_filter_and_sort.ipynb ├── 04_read_excel_files_write_dataframe_to_disk.ipynb ├── 05_null_check_type_casting.ipynb ├── 06_string_ops.ipynb ├── 07_group_by_and_aggregations.ipynb ├── 08_date_time_index_parse_date.ipynb ├── 09_map_and_select_dtypes.ipynb ├── 10_join_union.ipynb ├── 11_postgresql_db_connection.ipynb ├── 12_sql_like_operations.ipynb ├── Docker-Toolbox ve PostgreSQL-Kurulumu.txt ├── Pandas_Kaynaklar.txt └── simple_data.csv ├── 03_numpy ├── 01_numpy_giris_matris_olusturma.ipynb ├── 02_numpy_index.ipynb ├── 03_numpy_islemler.ipynb └── 04_numpy_filter_and_query.ipynb ├── 04_matplotlib ├── 01.matplotlib giris.ipynb ├── 02.matplotlib scatter plot.ipynb ├── 03.matplotlib histogram.ipynb ├── 03_Veri_Gorsellestirme_Odev_Cevaplari.ipynb ├── 04.matplotlib boxplot.ipynb ├── 05. matplotlib barplot.ipynb ├── 06.matplotlib piechart.ipynb ├── boxplot_01.png └── boxplot_normal_dagilim.png ├── 05_seaborn ├── 01.seaborn_scatterplot_giris.ipynb ├── 02.seaborn_line_chart_avakado.ipynb ├── 02.seaborn_line_chart_giris.ipynb ├── 03. seaborn bar chart.ipynb ├── 04. seaborn lm plot.ipynb ├── 05.seaborn_line_chart_with_data.ipynb ├── 06_seaborn_pairplot.ipynb └── 07_seaborn_mixed.ipynb ├── 06_plotly ├── 01_plotly_line_plot.ipynb ├── 02_plotly_scatter_plot.ipynb ├── 03_plotly_bar_plot.ipynb ├── 04_plotly_bar_plot_2.ipynb └── 05_plotly_animation.ipynb ├── 07_data_preprocessing_cleaning ├── 00_github_ornek_veri_okuma.ipynb ├── 01_veri_on_isleme_temizlik_ilk_safha_simple_data.ipynb ├── 02_veri_on_isleme_temizlik_ml_safhasi_simple_data.ipynb ├── 04_Preprosessing_Odev_Cevaplari.ipynb ├── ileri_seviye_ornekler │ ├── 01._ileri_seviye_hazirlik_housing_data_part1.ipynb │ ├── 02.ileri_seviye_hazirlik_housing_data_part2.ipynb │ └── 03_iris_quartiles.ipynb ├── label_one_hot.png └── scikit_learn_ornekler │ ├── 01_general_concepts_of_preparation.txt │ ├── 5.3.1_Standardization.ipynb │ ├── 5.3.2_Non-linear_transformation.ipynb │ ├── 5.3.3_Normalization.ipynb │ └── 5.3.4_Encoding_categorical_features.ipynb ├── 08_linear_regression ├── 01_simple_lineer_regression_advertising.ipynb ├── 02_multiple_linear_regression_advertising_01.ipynb ├── 03_multiple_linear_regression_advertising_backward_02.ipynb ├── 04_multiple_linear_regression_housing_mixed_attr.ipynb ├── 05_Regresyon_Odev_Cevaplari.ipynb ├── 05_multiple_linear_regression_housing_mixed_attr_backward_02.ipynb ├── hyperplane.png └── other_examples │ ├── 02_simple_linear_regression_with_cv.ipynb │ ├── 04_multiple_linear_regression_mixed_attributes_housing_data_part1.ipynb │ └── 05_multiple_linear_regression_mixed_attributes_housing_data_part2.ipynb ├── 09_nonlinear_regression ├── 01_polynomial_regression.ipynb └── 02_polinomial_regression_housing.ipynb ├── 10_classification ├── 01_knn_with_iris_dataset.ipynb ├── 02_logistic_regression_with_adult_mixed_attr.ipynb ├── 03_model_selection_tuning_with_SosyalMedyaReklamKampanyası_data.ipynb ├── 04_xgboost_SosyalMedyaReklamKampanyası_data.ipynb ├── 06_Classification_Odev_Cevaplari.ipynb ├── hata_matrisi_precision_recall.xlsx ├── other_examples │ ├── 03_logistic_regression_with_iris.ipynb │ ├── 04_logistic_regression_with_adult.ipynb │ └── 05_model_selection_tuning_with_iris_data.ipynb ├── saved_models │ ├── 01.knn_with_iris_dataset.pkl │ ├── 05.Model_selection_tuning_with_iris_data.pkl │ ├── 06.model_selection_tuning_with_SosyalMedyaReklamKampanyası_data.pkl │ └── 07.xgboost_SosyalMedyaReklamKampanyası_data.pkl ├── submission_for_kaggle.csv └── xgboost.png ├── 11_clustering ├── 01_kmeans_clustering_with_Mall_Customers.ipynb ├── 02_kmeans_clustering_with_Mall_Customers_mixed_attr.ipynb ├── 03_pca_wine_data.ipynb ├── 04_lda_wine_data.ipynb ├── 05_kernel_pca_wine_data.ipynb └── 07_Clustering_Odev_Cevaplari.ipynb ├── 12_association_rules ├── .ipynb_checkpoints │ └── 01_association_rule-checkpoint.ipynb ├── 01_association_rule.ipynb ├── __pycache__ │ └── apyori.cpython-36.pyc ├── apriori.py └── apyori.py ├── 13_deep_learning ├── .ipynb_checkpoints │ ├── 01_introduction_to_tensorflow-checkpoint.ipynb │ ├── 02_ann_picture_classification_fashionmnist-checkpoint.ipynb │ ├── 03_cnn_classification_of_cifar-10_objects-checkpoint.ipynb │ ├── 04_rnn_text_classification_of_imdb_reviews-checkpoint.ipynb │ └── 05_transfer_learning_and_fine_tuning-checkpoint.ipynb ├── makale_gazi_unv_derin_ogrenme.pdf ├── tensorflow-1.14 │ ├── .ipynb_checkpoints │ │ ├── 00_introduction_to_tensorflow-checkpoint.ipynb │ │ └── 01_ann_churn_prediction-checkpoint.ipynb │ ├── venv_tensorflow-1 │ │ └── dev │ │ │ ├── .ipynb_checkpoints │ │ │ ├── 01_tf_introduction_to_tensorflow-checkpoint.ipynb │ │ │ ├── 02_tf_graph-checkpoint.ipynb │ │ │ ├── 03_tf_variables_placeholders-checkpoint.ipynb │ │ │ ├── 04_tf_build_a_neural_network_with_tensorflow-checkpoint.ipynb │ │ │ ├── 05_tf_simple_linear_regression-checkpoint.ipynb │ │ │ ├── 51_keras_ann_churn_prediction-checkpoint.ipynb │ │ │ └── 52_keras_cnn_cat_dog_classification-checkpoint.ipynb │ │ │ ├── 01_tf_introduction_to_tensorflow.ipynb │ │ │ ├── 02_tf_graph.ipynb │ │ │ ├── 03_tf_variables_placeholders.ipynb │ │ │ ├── 04_tf_build_a_neural_network_with_tensorflow.ipynb │ │ │ ├── 05_tf_simple_linear_regression.ipynb │ │ │ ├── 51_keras_ann_churn_prediction.ipynb │ │ │ ├── 52_keras_cnn_cat_dog_classification.ipynb │ │ │ ├── cnn_animation.gif │ │ │ ├── cnn_architecture.png │ │ │ ├── cnn_max_pooling.gif │ │ │ ├── cnn_phases.png │ │ │ └── simple_ann_schema.png │ └── virtual_env_and_tensorflow-1.14_installation.txt └── tensorflow-2.0 │ ├── .ipynb_checkpoints │ └── 03_cnn_classification_of_cifar-10_objects-checkpoint.ipynb │ ├── jupyter_noteboos_tf_2 │ ├── .ipynb_checkpoints │ │ ├── 02_ann_picture_classification_fashionmnist-checkpoint.ipynb │ │ └── 03_cnn_classification_of_cifar-10_objects-checkpoint.ipynb │ ├── 01_introduction_to_tensorflow.ipynb │ ├── 02_ann_picture_classification_fashionmnist.ipynb │ ├── 03_cnn_classification_of_cifar-10_objects.ipynb │ ├── 04_rnn_text_classification_of_imdb_reviews.ipynb │ └── 05_transfer_learning_and_fine_tuning.ipynb │ └── virtual_env_and_tensorflow-2_installation.txt ├── LICENSE ├── README.md ├── final_project_titanic ├── .ipynb_checkpoints │ ├── 07_classification_with_titanic_train_data-checkpoint.ipynb │ └── 08.classification_with_titanic_test_data_kaggle-checkpoint.ipynb ├── 07.classification_with_titanic_train_data.pkl ├── 07_classification_with_titanic_train_data.ipynb ├── 08.classification_with_titanic_test_data_kaggle.ipynb ├── 08.classification_with_titanic_train_data_tuning.pkl ├── 09.classification_with_titanic_train_data_tuning.ipynb └── submission_for_kaggle.csv └── opening_remarks.pptx /.gitignore: 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