├── .gitignore ├── README.md ├── code ├── 03_base_python_class.py ├── 03_base_python_solutions.py ├── 04_api_json_class.py ├── 04_file_io_class.py ├── 04_file_io_solutions.py ├── 05_pandas_class.py ├── 05_pandas_reference.py ├── 05_web_scraping_class.py ├── 06_regression_class.py ├── 06_regression_solutions.py ├── 08_iris_class.py ├── 08_iris_solutions.py ├── 08_numpy_reference.py ├── 08_sklearn_knn_class.py ├── 09_kaggle_bike.py ├── 09_model_evaluation_class.py ├── 10_logistic_regression_class.py ├── 10_logistic_regression_exercise.py ├── 10_logistic_regression_roc.py ├── 11_evaluating_cluster_validation.py ├── 11_kmeans_clustering_class.py ├── 11_kmeans_limitations.py ├── 12_pca_svd_class.py ├── 12_shakira.py ├── 13_naive_bayes_class.py ├── 14_nlp_class.py ├── 15_decision_trees.py ├── 15_decision_trees_shell.py ├── 16_recommenders_class.py ├── 16_recommenders_solution.py ├── 99_domino_01_demo.py ├── 99_domino_02_scrape.py ├── 99_domino_03_scrape_pickle.py ├── 99_domino_04_unpickle.py ├── 99_domino_05_quote_argparse.py ├── 99_python_reference.py ├── 99_regex_example.py └── 99_regex_reference.py ├── data ├── Default.csv ├── baseball.csv ├── cluster_validation_evaluation.png ├── day.csv ├── drinks.csv ├── echo_nest_top.txt ├── ham │ ├── 0001.ea7e79d3153e7469e7a9c3e0af6a357e │ ├── 0002.b3120c4bcbf3101e661161ee7efcb8bf │ ├── 0003.acfc5ad94bbd27118a0d8685d18c89dd │ ├── 0004.e8d5727378ddde5c3be181df593f1712 │ ├── 0005.8c3b9e9c0f3f183ddaf7592a11b99957 │ ├── 0006.ee8b0dba12856155222be180ba122058 │ ├── 0007.c75188382f64b090022fa3b095b020b0 │ ├── 0008.20bc0b4ba2d99aae1c7098069f611a9b │ ├── 0009.435ae292d75abb1ca492dcc2d5cf1570 │ ├── 0010.4996141de3f21e858c22f88231a9f463 │ ├── 0011.07b11073b53634cff892a7988289a72e │ ├── 0012.d354b2d2f24d1036caf1374dd94f4c94 │ ├── 0013.ff597adee000d073ae72200b0af00cd1 │ ├── 0014.532e0a17d0674ba7a9baa7b0afe5fb52 │ ├── 0015.a9ff8d7550759f6ab62cc200bdf156e7 │ ├── 0016.d82758030e304d41fb3f4ebbb7d9dd91 │ ├── 0017.d81093a2182fc9135df6d9158a8ebfd6 │ ├── 0018.ba70ecbeea6f427b951067f34e23bae6 │ ├── 0019.a8a1b2767e83b3be653e4af0148e1897 │ ├── 0020.ef397cef16f8041242e3b6560e168053 │ ├── 0021.f8e73bdba7277d967af4d561f0402129 │ ├── 0022.7241da4491c49b50c0470a3638ee35c4 │ ├── 0023.b4a61a2990263e8825246e41a8d78399 │ ├── 0024.771af861a302951df7630ec4ff1965a2 │ ├── 0025.64d0382de54b9e4c5b4200173133b8d7 │ ├── 0026.6baf1aea162ccb9a6e9f142c0715ceb4 │ ├── 0027.11da06d9130a188bf0ffb2060881dbe9 │ ├── 0028.54cf7aa229456fb33194b3a12a713e3e │ ├── 0029.7119e865bff73aca46681d96a451cb60 │ ├── 0030.77828e31de08ebb58b583688b87524cc │ ├── 0031.af5b387661e1f58d3787ac41139106e5 │ ├── 0032.f07a3f2152f2bedfc9492459c171012c │ ├── 0033.e3fd617544226dc06abf36c95a9a2d11 │ ├── 0034.4be53f8dac3bd651ace83a38b6313c45 │ ├── 0035.50b257408356cfcfce8cf2afe9fd7959 │ ├── 0036.7ca216a105267375948e13b460d1fb8f │ ├── 0037.0c57a93c0241775d406efecf43ba19cf │ ├── 0038.f2ffa1197c969d067be4d01c26fa9b5e │ ├── 0039.5bf1ec6602c4657bac8d566604572ad5 │ ├── 0040.930593a7e616570a2b63f2d774847316 │ ├── 0041.af4e0891f17484c10c032f713bce43de │ ├── 0042.7ef6c72f88de15d72b1c0d9c164ccb78 │ ├── 0043.2ea45c42b1ea15bc214723e142b81127 │ ├── 0044.f1db2c76854ee58bc73d0c85ca6a86d2 │ ├── 0045.910fa2e79f96c646f1b6c987c65cbe3f │ ├── 0046.05e8a863eaf20f90374d0a15427d9a16 │ ├── 0047.5c3e049737a2813d4ac6f13f02362fb1 │ ├── 0048.6dbad96d78f9dd6100a4ad2a8b8086b6 │ ├── 0049.bda43370915afa1f557f7edab6913e04 │ ├── 0050.fd9291b33ecd99af26da03a7d4152dc2 │ ├── 0051.9281d3f8a3faf47d09a7fafdf2caf26e │ ├── 0052.40794e238104d6b01f36b0f4d5145175 │ ├── 0053.71bcb179e702d98e88fd0bc081ba0f52 │ ├── 0054.a6fa82d1b26c7772829e54ec41a1fbd3 │ ├── 0055.b5509ace7ed62c900779c0c51cca92a3 │ ├── 0056.6ac9eb23e2ef6c7e7eabc3fb0ac3038a │ ├── 0057.be5e34dcebd922928045634015e3ed78 │ ├── 0058.a7c28223050c35c3a22ac4e2b5969111 │ ├── 0059.b3b1b1d95976b70d9bbd6c39c6b8d5d2 │ ├── 0060.877bf70a297621b9dc3bab0095f95027 │ ├── 0061.20319a885b8cf6c88c8098eafd731396 │ ├── 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0238.7b9b9b2e3b3ca24ae8960f03aab57964 │ ├── 0239.58f51c99b02fc8b49664f15a855af780 │ ├── 0240.01e0e10c03592e64df9a077f2cd56aba │ ├── 0241.f1989a8ee4ea188e90f3a5d4d40f4e36 │ ├── 0242.a02f8a0ce9077130c10d33db2a16ec36 │ ├── 0243.7cc0334826a0571058dc604dce04c446 │ ├── 0244.82d1da61c4fd05691083eeb9886e0788 │ ├── 0245.39190ace43266b978a8561863c8841c0 │ ├── 0246.3422f94c01ebd283ffac23522268f3f8 │ ├── 0247.98ed5d80f80da3915b5a1d10ee19c50a │ ├── 0248.a7515095844cf4106ed86f1348b8c85d │ ├── 0249.d591bcf606114a502b4d41e8f4dde95a │ ├── 0250.21660c434f8535865d04d112f8105708 │ ├── 0251.f9d83ac9ced9eab63df7da2bccb83bc8 │ ├── 0252.274e70cd31fb5c72b9e7aee909c53cb1 │ ├── 0253.f8c6edd67ecdabe677a8f5cd082e3fc5 │ ├── 0254.d40c629a02c7361e674d0d96ca130fe0 │ ├── 0255.98492176173fd6951086bb7af9e0008a │ ├── 0256.6162c21da16ce179d6ed0238a7413a8d │ ├── 0257.d09e74208e9cb40c0eacbb77afa80e74 │ ├── 0258.f47b7f8872a17204171574c20fb546ab │ ├── 0259.434a3208757e9738f7af6a004f42c5f1 │ ├── 0260.b68400a28ee29cb2f24149a03db1fd9e │ ├── 0261.45da0560dfe8183b3433e2cf2f3a7835 │ ├── 0262.4b1558b6e0d2e4edd9e8bed23afb9d40 │ ├── 0263.ffa4db454754b3c66fd025e92912941e │ ├── 0264.a1183a59e4f0a71e80378d9404a3212f │ ├── 0265.84c034d3d76a3d069732c02e1101fe23 │ ├── 0266.387a672eb91910a913cde6ebdf33ef05 │ ├── 0267.218a528c448166d39f853cf75d8890dd │ ├── 0268.77ef28e27a9ee085646f260418072111 │ ├── 0269.5a74b38284c7e9d85338eca0a25cb191 │ ├── 0270.5a7d9b20e00fc24d6c929c198718f5a3 │ ├── 0271.349d737f101674586c61996593772a63 │ ├── 0272.c3e06e3aa72f63dee68faaed6fbaaa1a │ ├── 0273.b76b7b918548a82372b04341746503e7 │ ├── 0274.62155dd02f8719d2cfd0f76671549737 │ ├── 0275.42292c1f2e4d6db665ed49a551960b3b │ ├── 0276.394eddb373972d985cabf6f63953a3d0 │ ├── 0277.43d8f575fabb051cc7041c02c9f002a8 │ ├── 0278.11523c7a537578530720c5a697c916c7 │ ├── 0279.42cd63d15451f9b7dbe750ea896ed78b │ ├── 0280.6dca279b3e6aa252197d8439841032b4 │ ├── 0281.b12d42ee9c0659d41d852c277bff8cde │ ├── 0282.fd87e7b9765004f6123ebe981bc16a1c │ ├── 0283.469fc9946c6d920af042b022bd63a2f9 │ ├── 0284.4af1f0641ea6aae6a9645dcbeabe95e9 │ ├── 0285.c50f8a5a908e21636fe71e522c3e462a │ ├── 0286.25aefc468274fe144edb1ee788d6c999 │ ├── 0287.18f9a821d67a503c0d54a2356a0f8a4a │ ├── 0288.3ae040d2c993ea997470df41f31aebcb │ ├── 0289.cb9c0595bddae2c25357ce5c9fbaf687 │ ├── 0290.3dc3f5442e351aea16d027b6c5a44e65 │ ├── 0291.b37f92cfbb14d2f6a43c705ef7381702 │ ├── 0292.6599ff4b0c1593297dd17247919b3fcf │ ├── 0293.24bc65777fdb12d17b16e3976c1f7c17 │ ├── 0294.145bbce5c541610ee520838637d2e112 │ ├── 0295.27b3176967da2ccf237679a15788d821 │ ├── 0296.42216a75e0256510b216eaba6893d40d │ ├── 0297.738b9e94deb4bf077221292f071de345 │ ├── 0298.fb2fe4458efbd24753b011bf6db2deab │ ├── 0299.4634eee63f5808c91c2f30720802a5c5 │ └── 0300.2e30b3bffb4f2887df203c197d11e936 ├── homicides.txt ├── hour.csv ├── kaggle_bike_test.csv ├── kaggle_bike_train.csv ├── microbiome.csv ├── microbiome_missing.csv ├── shakira.png ├── spam │ ├── 0001.bfc8d64d12b325ff385cca8d07b84288 │ ├── 0002.24b47bb3ce90708ae29d0aec1da08610 │ ├── 0003.4b3d943b8df71af248d12f8b2e7a224a │ ├── 0004.1874ab60c71f0b31b580f313a3f6e777 │ ├── 0005.1f42bb885de0ef7fc5cd09d34dc2ba54 │ ├── 0006.7a32642f8c22bbeb85d6c3b5f3890a2c │ ├── 0007.859c901719011d56f8b652ea071c1f8b │ ├── 0008.9562918b57e044abfbce260cc875acde │ ├── 0009.c05e264fbf18783099b53dbc9a9aacda │ ├── 0010.7f5fb525755c45eb78efc18d7c9ea5aa │ ├── 0011.2a1247254a535bac29c476b86c708901 │ ├── 0012.7bc8e619ad0264979edce15083e70a02 │ ├── 0013.9034ac0917f6fdb82c5ee6a7509029ed │ ├── 0014.ed99ffe0f452b91be11684cbfe8d349c │ ├── 0015.1b871d654560011a0aaa29bb4e9054f7 │ ├── 0016.f9c349935955e1ccc7626270da898445 │ ├── 0017.49ab70c7a4042cb1c695a0e59a6ede54 │ ├── 0018.259154a52bc55dcae491cfded60a5cd2 │ ├── 0019.939e70d8367f315193e4bc5be80dc262 │ ├── 0020.4120dc06a0124a8688e96f8cff029113 │ ├── 0021.15185fdb3fb02dffd041fa8f70d19791 │ ├── 0022.4b5cf3c16feb88dd6932a8c46a41946c │ ├── 0023.4299adbda55862876440ecbc2fce6a67 │ ├── 0024.fc4bd0b22cd7907e99f8a35b74655b15 │ ├── 0025.97302502dc8e20ab7e7eb05f926e1bab │ ├── 0026.4f10fab6e6776379c17ee9c9ac7da4a8 │ ├── 0027.028e0b165e8ea6f479e09a8f8cc7e50d │ ├── 0028.83a43dd97923463030349506a56226c1 │ ├── 0029.2b149de91fef9f40880d27ce8c27aeb2 │ ├── 0030.5d3444135a8ad95fc4ebf9a884076621 │ ├── 0031.e68d1195ad2c1900a44de8631f8acd91 │ ├── 0032.081c3615bc9b91d09b6cbb9239ba8c99 │ ├── 0033.489e59d3c7060b70e166ef7317c86807 │ ├── 0034.d5a5e526aa6b249ed6ca184548a44b1a │ ├── 0035.8e582263070076dfe6000411d9b13ce6 │ ├── 0036.8e582263070076dfe6000411d9b13ce6 │ ├── 0037.7ce3307b56dd90453027a6630179282e │ ├── 0038.7ce3307b56dd90453027a6630179282e │ ├── 0039.256602e2cb5a5b373bdd1fb631d9f452 │ ├── 0040.256602e2cb5a5b373bdd1fb631d9f452 │ ├── 0041.21cc985cc36d931916863aed24de8c27 │ ├── 0042.21cc985cc36d931916863aed24de8c27 │ ├── 0043.8d93819b95ff90bf2e2b141c2909bfc9 │ ├── 0044.889d785885f092c269741b11f2124dce │ ├── 0045.75baa6797e2a65053a8373d5aa96f594 │ ├── 0046.0b4fff9cd7cffe94cc4f04bbf3928c28 │ ├── 0047.376bd7728ee94b32bc23429d9c51bae5 │ ├── 0048.462325dc69a8dc74462723ec0d20a5cd │ ├── 0049.625bab436c7fc6299cfceeaa24e198ae │ ├── 0050.b8200e218e5a5a433f897e9495253a30 │ ├── 0051.374f4d4300a5d39544b2f052e7a9429d │ ├── 0052.f12ac251d1fbdc679daadc6b97229e63 │ ├── 0053.92bcea73123d0ea0fb26c285d5e045a9 │ ├── 0054.839a9c0a07f13718570da944986a898a │ ├── 0055.8b2154bb7ec1f411495f37f519f1835d │ ├── 0056.0f99dde58a7c4e18944397ab47e0412c │ ├── 0057.92fdae44bdd1d9e5461eef3c852dfd23 │ ├── 0058.abb13c5db31d26a58607aac809573ed4 │ ├── 0059.a633106e3ce62fa7b46c2e4dc8c666d3 │ ├── 0060.140f80780520fa19b360ddcb05838a67 │ ├── 0061.c148ebba16540e48c7aae2e3f733a8a3 │ ├── 0062.41f708df91642411f0fd8f91e28d3521 │ ├── 0063.3bec5361a5edfdbcc371241b3d74e3bf │ ├── 0064.d700742b9815d990b2e5a7921e8d854c │ ├── 0065.18d2edcf9aa0e940651b5fdd218ac019 │ ├── 0066.93ccd9599561c5277989f03b575d6bff │ ├── 0067.02c6e51107f39ee60453ff8e7372101d │ ├── 0068.1626952077798d4f2d5eb30e48bc49b3 │ ├── 0069.a0b6cfde0e477af7f406ee756ba53826 │ ├── 0070.977e083b104717202fe944ae6065624e │ ├── 0071.4c3840b98dc207623d0c0e66a6d40af2 │ ├── 0072.f97a14d667569ebbc0502bb2c7beec27 │ ├── 0073.d57c16429fa19fbebfb9aec34f391aa2 │ ├── 0074.9948514a1f3aac3f27ba2c20db7b0441 │ ├── 0075.4568998f41d50bccf8f7c3d4aeb7a425 │ ├── 0076.770f0e7b8378a47a945043434f6f43df │ ├── 0077.a5c41f056918bde0d5f9be424714766e │ ├── 0078.8ff64b5c77f9c9618bd7b119ae14c8b2 │ ├── 0079.4a5fbaf2e531918c44642b3cfae40089 │ ├── 0080.77af9ca7f967f055062aade45001129e │ ├── 0081.3309521659461b743e1bfc3dc688a5f1 │ ├── 0082.705cdc08c2ee77821391a847d9c1a4e3 │ ├── 0083.a042c7512d5db5f9fc1857fdc6bbdcc3 │ ├── 0084.df5ac85de3405b6d07c9fa7ba3eecf6a │ ├── 0085.6e7b1a983ab05445a7eaffcbb6811d3f │ ├── 0086.4b3a02be9a2561ada188d95b4601c01e │ ├── 0087.1cbd88a0c1564cb5d6c9b12c8c4175d8 │ ├── 0088.f421d8c380fb0c48483f026d243df9d9 │ ├── 0089.51c746428bb5e2793a1c04ce1e0c72c1 │ ├── 0090.9a7e76d58065e29e709161dbe569fe54 │ ├── 0091.113ec7122d4046a2754bcf70b9fb5299 │ ├── 0092.bf7453c6b7917ca30074a3030d84e36d │ ├── 0093.2bb8a2a7e4d2841a14f27f32076dd77e │ ├── 0094.3ba780eac7dce1c2b063cd1fc12738be │ ├── 0095.e1db2d3556c2863ef7355faf49160219 │ ├── 0096.b2cb600e893f7a663ea5f9bff3a6276e │ ├── 0097.dce08392ba6bc552d13394fa73974b62 │ ├── 0098.01d2958ccb7c2e4c02d0920593962436 │ ├── 0099.c4ff6dba0a5177d3c7d8ef54c8920496 │ ├── 0100.c60d1c697136b07c947fa180ba3e0441 │ ├── 0101.2dfd7ee79ae439b8d9c38e783a137efa │ ├── 0102.2e3969075728dde7a328e05d19b35976 │ ├── 0103.8c39bfed2079f865e9dfb75f4416a468 │ ├── 0104.886f4a22362f4d3528c3e675878f17f7 │ ├── 0105.9790e1c57fcbf7885b7cd1719fb4681b │ ├── 0106.fa6df8609cebb6f0f37aec3f70aa5b9a │ ├── 0107.f1d4194b57840ea6587b9a73ed88e075 │ ├── 0108.4506c2ef846b80b9a7beb90315b22701 │ ├── 0109.601a9cd8272f22236b27e95dbe2fa22d │ ├── 0110.20934dc65c9a88fc9c6afda9952ce2c5 │ ├── 0111.a163d41592b3a52747d7521341a961af │ ├── 0112.ec411d26d1f4decc16af7ef73e69a227 │ ├── 0113.ff113297f0ed07536d288c7b2193a8ec │ ├── 0114.c104ada3a249e1e1846c0cd156a303e9 │ ├── 0115.d7c257361675ee5d45baa552205fb472 │ ├── 0116.8e13644b995f98dbab198b71e26f67ec │ ├── 0117.33011fddf61efe5f453a14468ff7e629 │ ├── 0118.4be8b50c2a818c62b62e70c4b5456113 │ ├── 0119.07aedc59172c0c25ef617188ada9b80f │ ├── 0120.4312b48b82c3d018d2d4ccf5b8e9c167 │ ├── 0121.772c3ccd1b6c1a2e0e2ec0356082c77b │ ├── 0122.21b041c1ad2be417102d7f5d3f0b7045 │ ├── 0123.68e87f8b736959b1ab5c4b5f2ce7484a │ ├── 0124.37afd066a74d18b7f14bea0b1fb43d4d │ ├── 0125.44381546181fc6c5d7ea59e917f232c5 │ ├── 0126.713b324e028cc69213e67ad3d7319f5d │ ├── 0127.2923761a91d13d3522d8bd077eedc7b7 │ ├── 0128.4da9b2cfacbe9bfd128aacbb526d68d4 │ ├── 0129.78a705ff6b3bde3395d067459e6e46e2 │ ├── 0130.e258624171c813fc6057728c0ff0c059 │ ├── 0131.0b7281078874ca88f95d6fdf5d905d50 │ ├── 0132.7ac2141ed9a163f934ac65b3f59a2a03 │ ├── 0133.95454d70cc62190c0e167d4c3cb591af │ ├── 0134.83a63d7a1589ba4cd6aefe20c8e6385f │ ├── 0135.73d44c9405f00110ae76a3addcb4eed6 │ ├── 0136.7e7d6adf293fa0a3dc56b3f796cf00d1 │ ├── 0137.42d5881a50744e24d9280701bb534cfb │ ├── 0138.eab076de94bd9f1d19908f682e58031f │ ├── 0139.40f371501f8a2a3fb4ff62143c0671b9 │ ├── 0140.a2bb669eaf743ed123fca884a40cfbd4 │ ├── 0141.516a4fe92f63469bd4a21d46dd6bb3be │ ├── 0142.1fd05cffaba260b9ecd3e75b6dddaf73 │ ├── 0143.260a940290dcb61f9327b224a368d4af │ ├── 0144.58d3de25279e1938f24502d70dfa9754 │ ├── 0145.ec89d85ec20f9aeda6fe37c0b6e8bbed │ ├── 0146.6656452972931e859e640f6ac57d2962 │ ├── 0147.65cf30538f09402e4d1bd4aa91d9532a │ ├── 0148.7641581f551a1bf533b995087a8a91db │ ├── 0149.3300ef4537e1f6accd4489125bef5b0d │ ├── 0150.30c44c205041fd95f00ef524ea54e356 │ ├── 0151.6f8f0ec4d897a5285d662ef4ec31d924 │ ├── 0152.c0ea23686b9ad63dfba6040c1539da71 │ ├── 0153.eddc658b08a04641a2494ba6b6eb0a3c │ ├── 0154.e39fc51ffdb9c2ecd480ce972078aeaa │ ├── 0155.829bab9379cfe32fe4b5af15ca99361b │ ├── 0156.279e5f92cf12922fbbf0cbda112b7fcb │ ├── 0157.3f95804da86ee79dbb076c47ed29984c │ ├── 0158.ff5dce5446d2ec91f0caffeffdd48852 │ ├── 0159.8a5c778f65ecc30e14507369b9eb8292 │ ├── 0160.b6b241d37fa9d5f772afca9ef30034c3 │ ├── 0161.00e60d1a3478f1ae99ff49fbd4b30605 │ ├── 0162.261bb4a36b195f96fcc7da4038b898a3 │ ├── 0163.e4abb3f86aa9fd5bfa85886055fd923d │ ├── 0164.c8532626eaab6655e81f4d96b78cc659 │ ├── 0165.6eedc001155da3cbd75a60eba2b19448 │ ├── 0166.a2e4d6ec3078b619ca38927ca69fc94d │ ├── 0167.1665f2336b63debb3463fcf4d37e8485 │ ├── 0168.70400165faa695abca4a96241d393f34 │ ├── 0169.bc6e1356af0602fb96dd3f721fb17c48 │ ├── 0170.fe4f77fa9456b48dffa9288074b2bb2a │ ├── 0171.495412eb56506d9668b9dacf46860978 │ ├── 0172.e524e85cab354337018e1d0d2fc21ffd │ ├── 0173.f7902a7780f163e3896861983cd700c6 │ ├── 0174.3874b6ff3c86a5ebefb558138a6bfb28 │ ├── 0175.bf85f34d953215bca7d0004aca087812 │ ├── 0176.70022adaab1a9dfe64ae7588ffa5add9 │ ├── 0177.d62ac309d8030ef816f7831c3d5d3f7d │ ├── 0178.bf2ab7492e5080b07d7397b0662821a7 │ ├── 0179.3a4c735c7c1e494f4e7a7b9465043280 │ ├── 0180.afdbcd7acb65828c217eea90ff92c3b0 │ ├── 0181.e3259c0ef889b5c76054abe2fafddeda │ ├── 0182.0fe8b40b189a7bc1ec68b3df5125c602 │ ├── 0183.4aaadeb40e3362e71e3e4aba15624e3a │ ├── 0184.a2109736d2f15cde3747a6f335c6f24c │ ├── 0185.9f02f77f7f5a2724c109f598b2245675 │ ├── 0186.e739e1c9fdc0702762d3583b26b401eb │ ├── 0187.e2178f6d01a70dfbdf9c84c4dcaf58dc │ ├── 0188.6590e73ef71e79c5b6adedbacf91ac8c │ ├── 0189.3d89383221aa3fb155a099838ce9c40a │ ├── 0190.c861662876d77491e0dc0e95fb3767cd │ ├── 0191.cd23170803a4680d6dbd798a4cd1e5dd │ ├── 0192.2d3e74aaf18c1c4193067f025e757507 │ ├── 0193.4ceae11e1dae2059c9a526eebda8b259 │ ├── 0194.dd4dd86bdd8e1113889af9afaf299d6c │ ├── 0195.8b276e08dd05b0131faa8fb24764f205 │ ├── 0196.16da0dc3452b7407d4f89a0b2efcff0c │ ├── 0197.6968d98720065059247cefe4e5bcd192 │ ├── 0198.43bac6df7ea16e4c4b0026779341f14b │ ├── 0199.955edee89f34960c033c4d1072841356 │ ├── 0200.a56926c058fa84b0ea031b5774e5dcfa │ ├── 0201.9da0b5702a864a8ffd06cfb4c724f9c8 │ ├── 0202.f1c9a17fe805c50677c104743e4f8be2 │ ├── 0203.beb1b157fc74672074061434cc7bad3c │ ├── 0204.33e3cd4e0ad791304e554bb259bda53e │ ├── 0205.d3c294d833fd7c79edd96dac71039821 │ ├── 0206.806263422d55d38a151fe3b89d56192f │ ├── 0207.3adcb1a14977a49cac8f6e10f64ac6f7 │ ├── 0208.a2968a374034368d849b6ed12bdedd37 │ ├── 0209.59817ef0dc8d05d4b49bd5914fa88afa │ ├── 0210.285d263b1a18e67c68ec9fe005253dd0 │ ├── 0211.195957199f6e9f694f9811ad83eda5c4 │ ├── 0212.9a9f009a6d601e2e34c1b95353983352 │ ├── 0213.5f17fdf863726d4704840f86f698d10b │ ├── 0214.b5ba0ff48cee07a36c6f312de7f77207 │ ├── 0215.57c4f4d8e2f582088f8aca38239059f7 │ ├── 0216.feb2a8df9887bc2d84e80c9d2a8faf56 │ ├── 0217.2a937e0b9912e1e40dbf17bad6026372 │ ├── 0218.e3fc04cbcfdf224a5fa652779c01029c │ ├── 0219.0f66069db1b4e25ba851233ce4a107c4 │ ├── 0220.15583875f5ef9e2cf6450ebc821f0dff │ ├── 0221.ee1d208001fd30265827fb309441d662 │ ├── 0222.6ad799703d958681d6e427762f86f179 │ ├── 0223.8ab642208d33d7f9ac50bc2e42c02732 │ ├── 0224.486269968d3ad880a016b600dc366393 │ ├── 0225.7082ef8585280a42940bf98f9be50e55 │ ├── 0226.409b6577c79d85773d50cb37fde4ba79 │ ├── 0227.4266b9e8c02a2c7b13d4d8661a76f75a │ ├── 0228.23fc5aadfceb81d121d77dfe37f6929a │ ├── 0229.2c64df059013c03812139543389a836b │ ├── 0230.035bbcbe1235cb6fdd0a5d6d626dc5c4 │ ├── 0231.30ae582570716a95e79c87a2de31cb30 │ ├── 0232.0edc8786183135557c0f2da5a4460508 │ ├── 0233.e9834d55f8185a84ce8a047b2eba2139 │ ├── 0234.1594b3a348279e71c8b769db9aa96b5b │ ├── 0235.77e9a7e398ce81359c08e64bf20e9825 │ ├── 0236.ca8e7524e271aec0324e707cb7d420a1 │ ├── 0237.4716d6d5a4e89997c6ffc2d56951d57a │ ├── 0238.7d0de37650a0c0e2d99e52eef4042602 │ ├── 0239.43b3279a300a122610f91725bb92a538 │ ├── 0240.96467ad3d42ebd44b042599f5aa9c9d9 │ ├── 0241.abb2882a304357a47681f887244c2f76 │ ├── 0242.a8ba01c4d998005e3ad3495293582bb6 │ ├── 0243.458c8e32e405b69f561fd77bc16f440c │ ├── 0244.7e5d917c8a76d52cc694c5cf8ab8497d │ ├── 0245.39c15852204971c72e8d89f9f3f9bb38 │ ├── 0246.3b997087302d48ff57ab5afb3d400d5b │ ├── 0247.aee6d7984b3dab9a6b0eed524e7a3686 │ ├── 0248.b639977f45a5b1e39b5aa3c4abc2edf6 │ ├── 0249.c429ab5c1413c4386bf64b228a68e768 │ ├── 0250.80b7bd444753246734e015af7b6d2d65 │ ├── 0251.d542591a25f8fe8c4accd692113a0554 │ ├── 0252.c90694cf3f09ef0111b761eefd95cc3f │ ├── 0253.f715f442da45114754198a160195b883 │ ├── 0254.02daa37a4255a78f2f224f3cd2f8fa99 │ ├── 0255.42a6feb4435a0a68929075c0926f085d │ ├── 0256.ad88c1a165392a509a8b0b8df6d56cbd │ ├── 0257.554324ab4a8f7093f5222303a4c59a8b │ ├── 0258.1d61b380a23168881253ed86bb4f79ac │ ├── 0259.7ebf3c0fd752bce5b8056e9454d2c76f │ ├── 0260.737eefb83e7eedbd531117c273c56241 │ ├── 0261.93d7dab5dc0c469b58aa9b0e5e25bb25 │ ├── 0262.c996a3709ca616fce1bfc6d50cf5bda3 │ ├── 0263.c685b2f51853b0986bd992d7486aabfa │ ├── 0264.2281c4eb36accd65d9c2cab379de2789 │ ├── 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0287.37dd6b1a54993de94495643ead4fd2cf │ ├── 0288.c50b1fb60cac2cca358d7543602623ee │ ├── 0289.93b23ed2f96babb55c0f2a4e0c0684f7 │ ├── 0290.13035c75be0d5b447a10e2263f8c1361 │ ├── 0291.65fa7c79bc3a75c50655cb044011c50a │ ├── 0292.3e12964912377bd9b52d223e37812e56 │ ├── 0293.ef3561f8707f7fcd1de291d4c2ae9609 │ ├── 0294.8dde5983e6dcd314a8aa3f89e01c1ec2 │ ├── 0295.717c906cda92746007b9098e16c727b2 │ ├── 0296.c9b10ba5ae2e480e37a6e2e1455671eb │ ├── 0297.9e6095368b4e8258e967798cea8fe40e │ ├── 0298.804507b6d4d03a86e53c63249fe70772 │ ├── 0299.9d0b292172cb787eb2ed9e8855222edd │ └── 0300.fa3ece84a195f3d36a70f2550824071f ├── titanic.csv ├── titanic.dot ├── titanic.pdf ├── titanic_best.dot ├── titanic_best.pdf ├── u.data ├── u.item ├── u.user └── user_brand.csv ├── notebooks ├── 17_18_ensemble_methods.ipynb ├── CART_RF_Adaboost_comparison.png ├── Leo_Breiman.jpg ├── adaboost1.png ├── adaboost2.png ├── adaboost3.png ├── adaboost4.png ├── adaboost5.png ├── adaboost_algorithm.png ├── binomial_distribution.png ├── condorcets_jury_theorem.png ├── dilbert-meeting-2.gif ├── ensemble_predictors.PNG └── individual_predictors.PNG ├── project.md ├── public_data.md ├── resources.md └── slides ├── 01_course_overview.pdf ├── 01_course_overview.pptx ├── 01_intro_to_data_science.pdf ├── 01_intro_to_data_science.pptx ├── 02_git_github.pdf ├── 02_git_github.pptx ├── 06_linear_regression.pdf ├── 06_linear_regression.pptx ├── 08_ml_knn.pdf ├── 08_ml_knn.pptx ├── 09_model_evaluation.pdf ├── 09_model_evaluation.pptx ├── 10_logistic_regression.pdf ├── 10_logistic_regression.pptx ├── 11_clustering.pdf ├── 11_clustering.pptx ├── 12_dimension_reduction.pdf ├── 12_dimension_reduction.pptx ├── 13_naive_bayes.pdf ├── 13_naive_bayes.pptx ├── 15_decision_trees.pdf ├── 15_decision_trees.pptx ├── 16_recommenders.pdf ├── 16_recommenders.pptx ├── 20_neural_networks_class.pdf ├── 20_neural_networks_class.pptx ├── 21_review.pdf └── 21_review.pptx /.gitignore: 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