├── AmazonFineFoodReviews(CaseStudy) ├── Amazon Fine Food Reviews Analysis CourseContent.ipynb ├── Amazon Fine Food Reviews Analysis.ipynb ├── AmazonFineFoodReview_Assignment.ipynb ├── AmazonFineFoodReview_Assignment.pdf ├── AmazonFineFoodReview_TSNE_Assignment.ipynb ├── AmazonFineFoodReviews.ipynb ├── AmazonFineFoodReviews_DT.ipynb ├── AmazonFineFoodReviews_DT.pdf ├── AmazonFineFoodReviews_SVC_Assignment.ipynb ├── AmazonFineFoodReviews_SVC_Assignment.pdf ├── AmazonReviewsClassificationLogisticRegression.ipynb ├── AmazonReviewsClassificationLogisticRegression.pdf ├── AmazonReviewsClassificationNaiveBayes-(2 unnecessary Techniques included W2v and TfidfW2v they are not applicable as features are dependent in these).ipynb ├── AmazonReviewsClassificationNaiveBayes.ipynb ├── AmazonReviewsClassificationNaiveBayes.pdf ├── AmazonReviews_KNN_Assignment-Copy1.ipynb ├── AmazonReviews_KNN_Assignment.ipynb ├── AmazonReviews_KNN_Assignment.pdf ├── AmazonReviews_RF_GBDT.ipynb ├── AmazonReviews_RF_GBDT.pdf ├── TimeSeriesSplitPractice.ipynb ├── WiightedTfidfW2V.pickle ├── hashes.txt └── images │ ├── reviews1.PNG │ ├── reviews2.PNG │ ├── reviews3.PNG │ └── reviews4.PNG ├── AnonymousOrLambdaFunctions_Py.ipynb ├── Basics_Py.ipynb ├── ControlFlow_Py.ipynb ├── ConvertingIpynbToPdf └── ReadMe.txt ├── CovarianceOrCoRelationMatrixVisualization ├── Covariance_Visualization_IrisDataSet.ipynb └── iris.csv ├── Debug_pdb_Py.ipynb ├── Dictionary_Py.ipynb ├── DimensionalityReduction(PCA,t-SNE) ├── 13.10#14.9#14.10#15.7.ipynb ├── DimensionalityReduction.ipynb ├── MNIST_DATA_SET_784_Dimensions.ipynb ├── PCA │ ├── PCA.ipynb │ └── images │ │ ├── pca.PNG │ │ └── pca1.PNG ├── images │ ├── DataPreprocessing.PNG │ ├── coVariance.PNG │ ├── coVariance1.PNG │ ├── coVariance3.PNG │ ├── colNormalization.PNG │ ├── colNormalization1.PNG │ ├── colNormalization2.PNG │ ├── colNormalization3.PNG │ ├── datamatrix.PNG │ ├── datamatrix2.PNG │ ├── mean.PNG │ ├── mean2.PNG │ ├── mnist.PNG │ ├── mnist2.PNG │ ├── mnist3.PNG │ ├── stdzation.PNG │ ├── stdzation2.PNG │ ├── stdzation3.PNG │ ├── stdzation4.PNG │ └── stdzation5.PNG └── tSNE │ ├── 13.10#14.9#14.10#15.7.ipynb │ ├── images │ ├── tsne1.PNG │ ├── tsne2.PNG │ ├── tsne3.PNG │ ├── tsne4.PNG │ └── tsne5.PNG │ └── t-SNE(on_MNIST).ipynb ├── EDA_LinearAlgebra_CreditCardFraudDetectionExercise ├── 50KDataPointsTsne.pickle ├── EDA_CerditCradFraud_Task1.ipynb ├── EDA_CerditCradFraud_Task1.pdf ├── TransactionSimilarityTask2.ipynb ├── TransactionSimilarityTask2.pdf ├── Tsne(CreditCardFraudDetection).ipynb ├── Tsne(CreditCardFraudDetection).pdf └── Untitled.ipynb ├── ExploratoryDataAnalysis(EDA) ├── Box-Plot with Whiskers and Violin Plots.ipynb ├── CDF(Cumulative Distribution Function) EDA.ipynb ├── Exercise │ ├── Haberman'sSurvivalExercise.ipynb │ ├── Haberman'sSurvivalExercise.pdf │ ├── Haberman'sSurvivalExercise_files │ │ ├── Haberman'sSurvivalExercise_12_0.png │ │ ├── Haberman'sSurvivalExercise_14_0.png │ │ ├── Haberman'sSurvivalExercise_17_0.png │ │ ├── Haberman'sSurvivalExercise_21_0.png │ │ ├── Haberman'sSurvivalExercise_23_0.png │ │ ├── Haberman'sSurvivalExercise_24_0.png │ │ ├── Haberman'sSurvivalExercise_31_0.png │ │ ├── Haberman'sSurvivalExercise_32_0.png │ │ ├── Haberman'sSurvivalExercise_33_0.png │ │ ├── Haberman'sSurvivalExercise_35_0.png │ │ ├── Haberman'sSurvivalExercise_37_0.png │ │ ├── Haberman'sSurvivalExercise_38_0.png │ │ └── Haberman'sSurvivalExercise_40_0.png │ └── haberman.csv ├── Exploratory Data Analysis..ipynb ├── HistogramsAndPDF.ipynb ├── Intro to IRIS dataset and 2d Scatter Plot.ipynb ├── MeanMedianStdPercentileQuantile.ipynb ├── Multivariant probability Density(MPD), Contour Plot.ipynb ├── Summary of EDA.ipynb └── iris.csv ├── Functions_Py.ipynb ├── Input_Output_Py.ipynb ├── KNN(K-NearestNeighbour)_Classification_n_Regression ├── Course_Content │ ├── kfold.ipynb │ └── knn.ipynb ├── KNN_Basics.ipynb ├── KNN_CrossValidation_and_K-Fold_CV.ipynb ├── KNN_code.ipynb ├── LSH(Locality_Sensitive_Hashing).ipynb ├── demo_data │ ├── 1.ushape.csv │ ├── 2.concerticcir1.csv │ ├── 3.concertriccir2.csv │ ├── 4.linearsep.csv │ ├── 5.outlier.csv │ ├── 6.overlap.csv │ ├── 7.xor.csv │ ├── 8.twospirals.csv │ ├── 9.random.csv │ └── meshgrid_image.png └── images │ ├── knn1.PNG │ ├── knn2.PNG │ ├── knn3.PNG │ ├── knn4.PNG │ └── knn5.PNG ├── LinearRegression ├── LinearRegression_HousePricePrediction.ipynb └── SGD_LinearRegressionAssignment(Implementing_our_ownLR) │ ├── SGD_LinearRegression_HousePrice_Assignment.ipynb │ ├── SGD_on_LinearRegression.ipynb │ └── SGD_on_LinearRegression.pdf ├── Lists_Py.ipynb ├── Lists_Sets_Tuples_Dict_Py.ipynb ├── LogisticRegression ├── CodeSample.ipynb ├── CourseFileLogisticRegression.ipynb ├── LogisticRegression.ipynb ├── NBayesLogReg.pdf └── Untitled.ipynb ├── Matplotlib.ipynb ├── Modules_Py.ipynb ├── NaiveBayes └── NaiveBayes.ipynb ├── NamedEntityRecognitionNLTK_DialogFLow ├── .ipynb_checkpoints │ └── NLP_NER_CUSTOM_MODEL-checkpoint.ipynb ├── NLP_NER_CUSTOM_MODEL.ipynb ├── custom_ent.tsv ├── dummy-ner-model-custom.ser.gz ├── english.all.3class.distsim.crf.ser.gz ├── prop.txt └── stanford-ner.jar ├── NumPy_Py.ipynb ├── NumericalOperationsNumPy_Py.ipynb ├── Operators.ipynb ├── OutOfCoursePractice ├── BSE.csv ├── NiftyPrediction.ipynb ├── SharePrediction3Months.csv ├── SharePrediction3Months.xlsx ├── SharesPrediction.xlsx ├── SharesPredictionConv.csv ├── Tinplate_prediction │ ├── TINP Historical Data.csv │ ├── TINPLATE.BO.csv │ ├── TINPLATE.NS.csv │ ├── TINPLATE_6thMay.BO.csv │ ├── TINPLATE_6thMay_prev_close.BO.csv │ ├── Tinp_NSE_Prediction_KNN.ipynb │ ├── Tinplate_prediction.ipynb │ └── Untitled1.ipynb ├── Untitled.ipynb └── oneMonthData.csv ├── Pandas_DataFrames ├── Operations_In_DataFrames.ipynb ├── Pandas_Intro.ipynb ├── WritingWeatherToCsv.csv ├── WritingWeatherToExcel.xls ├── nyc_weather.csv ├── weather_data.csv ├── weather_data.xlsx └── weather_data_cities.csv ├── Practice_py.ipynb ├── ProbabilityAndStatistics ├── Box-Cox_or_(Powerlaw to Gaussian transform).ipynb ├── Box-Cox_or_(Powerlaw to Gaussian transform)_3.ipynb ├── Capture.PNG ├── ConfidenceInterval.ipynb ├── ConfidenceIntervalUsingBootstrapping_5.ipynb ├── ConfidenceInterval_4.ipynb ├── Correlation(Covariance,Pearsons,Spearmans Corr Coeff).ipynb ├── Correlation(Covariance,Pearsons,Spearmans Corr Coeff)_8.ipynb ├── HypothesisTesting,NullHypothesis_6.ipynb ├── HypothesisTesting_9.ipynb ├── KS-Test_7.ipynb ├── Q-Q Plot.ipynb ├── Q-Q Plot_1.ipynb ├── Rand Num Generator(Uniform Distribution).ipynb ├── Rand Num Generator(Uniform Distribution)_2.ipynb ├── hypothesistest1.PNG ├── hypothesistest2.PNG ├── hypothesistest3.PNG ├── hypothesistest4.PNG ├── hypothesistest5.PNG ├── hypothesistest6.PNG ├── hypothesistest7.PNG ├── hypothesistest8.PNG └── kstest1.PNG ├── README.md ├── Sets_Py.ipynb ├── SpaceAndTimeComplexity └── TimeNspaceComplexity.ipynb ├── Strings_Py.ipynb ├── Tuple_Py.ipynb ├── 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