├── 404 └── index.html ├── 404.html ├── Apriori_Association └── index.html ├── Building_your_Deep_Neural_Network └── index.html ├── CNAME ├── ChoosingBestRegressionModel └── index.html ├── Deep_Neural_Network_Application └── index.html ├── Density_Based_Clustering └── index.html ├── DownloadableData ├── Logistic_Regression_with_a_Neural_Network_mindset_47_1.png ├── Logistic_Regression_with_a_Neural_Network_mindset_49_0.png ├── Logistic_Regression_with_a_Neural_Network_mindset_53_1.png ├── Logistic_Regression_with_a_Neural_Network_mindset_56_2.png ├── Logistic_Regression_with_a_Neural_Network_mindset_8_1.png ├── Regularization_10_1.png ├── Regularization_12_0.png ├── Regularization_23_1.png ├── Regularization_25_0.png ├── Regularization_36_3.png ├── Regularization_38_0.png ├── Regularization_4_0.png ├── initialization_12_1.png ├── initialization_15_0.png ├── initialization_23_3.png ├── initialization_26_0.png ├── initialization_2_0.png ├── initialization_33_1.png └── initialization_34_0.png ├── Hierarchical_Clustering └── index.html ├── Logistic_Regression_with_a_Neural_Network_mindset └── index.html ├── NaiveBayesClassifier └── index.html ├── NoneLinearRegression └── index.html ├── NormalRandomVariables └── index.html ├── Planar_data_classification_with_one_hidden_layer └── index.html ├── PolynomialRegression └── index.html ├── Quiz01 └── index.html ├── README.md ├── SVC_classification └── index.html ├── SettingUpOptimisation └── index.html ├── Standardization_Normalization └── index.html ├── Theory_RSquared └── index.html ├── Theory_hypothesis └── index.html ├── Vectorization └── index.html ├── Vim_no_plugins └── index.html ├── abettercoder └── index.html ├── about └── index.html ├── archives ├── index.html └── page │ ├── 2 │ └── index.html │ └── 3 │ └── index.html ├── categories ├── From-Scratch-Implementation │ ├── Neural-Networks │ │ └── index.html │ └── index.html ├── IDE-Concepts-and-Theory │ └── index.html ├── Improving-Deep-Neural-Networks │ ├── Feature-Scaling │ │ ├── Standardisation │ │ │ ├── Normalisation │ │ │ │ └── index.html │ │ │ └── index.html │ │ └── index.html │ ├── From-Scratch-Implementation │ │ ├── Neural-Networks │ │ │ └── index.html │ │ ├── Optimisation │ │ │ └── index.html │ │ └── index.html │ ├── Optimisation │ │ ├── Regularization │ │ │ └── index.html │ │ └── index.html │ └── index.html ├── JavaScript │ └── index.html ├── ML-From-Scratch │ ├── Clustering │ │ └── index.html │ ├── Concepts-and-Theory │ │ ├── Model-Evaluation │ │ │ └── index.html │ │ └── index.html │ ├── Recommendation-Engine │ │ └── index.html │ └── index.html ├── Machine-Learning-Maths-Statistics │ └── index.html ├── Neural-Networks │ └── index.html ├── Practical-Implementation │ ├── ML-From-Scratch │ │ ├── Classification │ │ │ ├── K-Nearest-Nrighbour │ │ │ │ └── index.html │ │ │ └── index.html │ │ ├── Regression │ │ │ └── index.html │ │ └── index.html │ ├── Neural-Networks │ │ └── index.html │ ├── Regression │ │ ├── Supervised-Machine-Learning │ │ │ └── index.html │ │ └── index.html │ ├── Unsupervised-Machine-Learning │ │ └── index.html │ └── index.html ├── Python │ └── index.html ├── Quiz │ └── index.html └── index.html ├── contentBasedFiletring_RE └── index.html ├── css └── main.css ├── data_preprocessing_feature └── index.html ├── decisiontreeclassifier └── index.html ├── decisiontreeregression └── index.html ├── hand_recognition └── index.html ├── images ├── AmazonPay.png ├── algolia_logo.svg ├── apple-touch-icon-next.png ├── avatar.gif ├── cc-by-nc-nd.svg ├── cc-by-nc-sa.svg ├── cc-by-nc.svg ├── cc-by-nd.svg ├── cc-by-sa.svg ├── cc-by.svg ├── cc-zero.svg ├── custom-logo.jpg ├── custom-logoo.jpg ├── favicon-16x16-next.png ├── favicon-16x16-next1.png ├── favicon-32x32-next.png ├── googlePay.png ├── img-1.jpg ├── img-2.jpg ├── img-3.jpg ├── img-4.jpg └── logo.svg ├── index.html ├── js ├── bookmark.js ├── motion.js ├── next-boot.js ├── schemes │ └── pisces.js └── utils.js ├── kNearestNeighboursclassification └── index.html ├── k_means_clustering └── index.html ├── lib ├── anime.min.js ├── font-awesome │ ├── css │ │ └── all.min.css │ └── webfonts │ │ ├── fa-brands-400.woff2 │ │ ├── fa-regular-400.woff2 │ │ └── fa-solid-900.woff2 ├── pjax │ ├── CHANGELOG.html │ ├── LICENSE │ ├── README.html │ ├── example │ │ ├── example.js │ │ ├── forms.html │ │ ├── index.html │ │ ├── page2.html │ │ └── page3.html │ ├── index.d.ts │ ├── index.js │ ├── lib │ │ ├── abort-request.js │ │ ├── eval-script.js │ │ ├── events │ │ │ ├── off.js │ │ │ ├── on.js │ │ │ └── trigger.js │ │ ├── execute-scripts.js │ │ ├── foreach-els.js │ │ ├── foreach-selectors.js │ │ ├── is-supported.js │ │ ├── parse-options.js │ │ ├── proto │ │ │ ├── attach-form.js │ │ │ ├── attach-link.js │ │ │ ├── handle-response.js │ │ │ ├── log.js │ │ │ └── parse-element.js │ │ ├── send-request.js │ │ ├── switches-selectors.js │ │ ├── switches.js │ │ ├── uniqueid.js │ │ └── util │ │ │ ├── clone.js │ │ │ ├── contains.js │ │ │ ├── extend.js │ │ │ ├── noop.js │ │ │ └── update-query-string.js │ ├── package.json │ ├── pjax.js │ ├── pjax.min.js │ └── tests │ │ ├── lib │ │ ├── abort-request.js │ │ ├── eval-scripts.js │ │ ├── events.js │ │ ├── execute-scripts.js │ │ ├── foreach-els.js │ │ ├── foreach-selectors.js │ │ ├── is-supported.js │ │ ├── parse-options.js │ │ ├── proto │ │ │ ├── attach-form.js │ │ │ ├── attach-link.js │ │ │ ├── handle-response.js │ │ │ └── parse-element.js │ │ ├── send-request.js │ │ ├── switch-selectors.js │ │ ├── switches.js │ │ ├── uniqueid.js │ │ └── util │ │ │ ├── clone.js │ │ │ ├── contains.js │ │ │ ├── extend.js │ │ │ ├── noop.js │ │ │ └── update-query-string.js │ │ ├── setup.js │ │ └── test.ts └── velocity │ ├── velocity.min.js │ └── velocity.ui.min.js ├── logisticRegressionimp └── index.html ├── multiple_linear_regression └── index.html ├── python_dictionary └── index.html ├── quiz2 └── index.html ├── quiz3 └── index.html ├── quiz4 └── index.html ├── quiz5 └── index.html ├── randomforestclassifier └── index.html ├── randomforestregression └── index.html ├── regularizarion_all_info └── index.html ├── robots.txt ├── setting_up_machine_lerarning_model └── index.html ├── simple_linear_regression └── index.html ├── supportvectorregression └── index.html └── tags ├── Apriori-Association └── index.html ├── Basics └── index.html ├── Classification └── index.html ├── Clustering └── index.html ├── Concepts-and-Theory └── index.html ├── Content-Based-Filtering └── index.html ├── Data-Handling └── index.html ├── Data-Preprocessing └── index.html ├── Decision-Tree └── index.html ├── Density-Based-Clustering └── index.html ├── Dictionary └── index.html ├── Feature-Scaling └── index.html ├── Hierarchical-Clustering └── index.html ├── JavaScript └── index.html ├── K-Means-Clustering └── index.html ├── KNN └── index.html ├── Machine-Learning └── index.html ├── Mathematics └── index.html ├── Model-Evaluation └── index.html ├── Multiple-Linear-Regression └── index.html ├── Naive-Bays-Classification └── index.html ├── Neural-Network-Step-by-Step └── index.html ├── Neural-Network └── index.html ├── Neural-Networks └── index.html ├── Non-Linear-Regression └── index.html ├── Normalisation └── index.html ├── Null-Hypothesis └── index.html ├── Optimisation └── index.html ├── Polynomial-Regression └── index.html ├── Practical-Implementation └── index.html ├── Python └── index.html ├── Quiz └── index.html ├── R-Squared-Intution └── index.html ├── Random-Forest-Classification └── index.html ├── Random-Forest-Regression └── index.html ├── Recommendation-Engine └── index.html ├── Regression └── index.html ├── Regularization └── index.html ├── Setting-Up-Machine-Learning-Model └── index.html ├── Setting-Up-Optimisation └── index.html ├── Simple-Linear-Regression └── index.html ├── Single-Hidden-Layer └── index.html ├── Standardisation └── index.html ├── Statistics └── index.html ├── Supervised-Machine-Learning └── index.html ├── Support-Vector-Classification └── 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