├── Data Preprocessing ├── Data Exploration │ ├── A Look at the Data.ipynb │ └── survey_results_public.csv ├── Feature Extraction │ ├── cali_renaw.csv │ └── dataCleaning.py └── Handling Missing Values │ ├── Handling Missing Values.ipynb │ ├── test.csv │ └── train.csv ├── README.md ├── Selected Homework ├── Clustering Analysis │ ├── iris.csv │ ├── main.py │ ├── my_aglomerative.py │ ├── my_dbscan.py │ ├── my_kmeans.py │ ├── my_sklearnAglomarative.py │ ├── readme.txt │ └── report.pdf ├── Convolutional NN │ ├── MNIST │ │ ├── t10k-images.idx3-ubyte │ │ ├── t10k-labels.idx1-ubyte │ │ ├── train-images.idx3-ubyte │ │ └── train-labels.idx1-ubyte │ ├── main.py │ └── report.pdf ├── Dimensionality Reduction Analysis │ ├── README.md │ ├── iris.csv │ ├── main.py │ ├── myKernelPCA.py │ ├── myLDA.py │ ├── myPCA.py │ ├── report.pdf │ ├── ~$report.docx │ └── ~WRL3079.tmp ├── Ensemble Method Analysis │ ├── AdaBoostC.py │ ├── BaggingC.py │ ├── README.md │ ├── RandomFC.py │ ├── dataPreprocessing.py │ ├── main.py │ ├── mammographic_masses.txt │ ├── mammographic_masses_converted.csv │ ├── mammographic_masses_converted_cleaned.csv │ └── report.pdf ├── README.md └── Regression Analysis │ ├── BostonHousing.csv │ ├── cali_renaw.csv │ ├── cali_renaw_cleaned.csv │ ├── dataCleaning.py │ ├── dataPreprocessing.ipynb │ ├── main.py │ ├── my_lasso_reg.py │ ├── my_linear_reg.py │ ├── my_polynomical_reg.py │ ├── my_ransac_reg.py │ ├── my_rid_reg.py │ ├── normal_equation.py │ ├── readme.txt │ └── report.pdf ├── Week 1 ├── Python Basics │ ├── 00-Field-Readiness-Exam-II .ipynb │ ├── 01-Field-Readiness-Exam-One.ipynb │ ├── ControlFlows.ipynb │ ├── Hacking-Incident.ipynb │ ├── Months.txt │ ├── Programming Languages.txt │ ├── Python Basics 1.ipynb │ ├── Python Basics 2.ipynb │ ├── Python Basics 3.ipynb │ └── exam.txt └── Python OOP │ ├── .ipynb_checkpoints │ ├── Debugging and Day Time-checkpoint.ipynb │ ├── Error Handling-checkpoint.ipynb │ ├── Modules and Packages-checkpoint.ipynb │ ├── OOP Basics 6-checkpoint.ipynb │ ├── OOP Exercise-checkpoint.ipynb │ ├── OOP basics 1-checkpoint.ipynb │ ├── OOP basics 2-checkpoint.ipynb │ ├── OOP basics 4-checkpoint.ipynb │ ├── OOP basics 5-checkpoint.ipynb │ ├── Special Methods-checkpoint.ipynb │ ├── Untitled1-checkpoint.ipynb │ └── f-Strings-checkpoint.ipynb │ ├── Debugging and Day Time.ipynb │ ├── Error Handling.ipynb │ ├── Modules and Packages.ipynb │ ├── OOP Basics 6.ipynb │ ├── OOP Exercise.ipynb │ ├── OOP basics 1.ipynb │ ├── OOP basics 2.ipynb │ ├── OOP basics 4.ipynb │ ├── OOP basics 5.ipynb │ ├── Special Methods.ipynb │ ├── Untitled1.ipynb │ ├── f-Strings.ipynb │ └── testfile ├── Week 2 ├── 01-SF Salaries Exercise.ipynb ├── 03-Ecommerce Purchases Exercise .ipynb ├── Data Input and Output.ipynb ├── Ecommerce Purchases ├── Excel_Sample.xlsx ├── Excel_Sample2.xlsx ├── Merge Joining and Concentration.ipynb ├── My_output ├── NumPy Crash Course.ipynb ├── Numpy Exercises.ipynb ├── Numpy Linear Algebra │ ├── .ipynb_checkpoints │ │ ├── AndPerceptron-checkpoint.ipynb │ │ └── LA Basics-checkpoint.ipynb │ ├── AndPerceptron.ipynb │ └── LA Basics.ipynb ├── Operations.ipynb ├── Pandas GroupBy.ipynb ├── Pandas Missing Data.ipynb ├── Pandas Review.ipynb ├── Python Crash Course.ipynb ├── SF Salaries Exercise.ipynb ├── Salaries.csv ├── Untitled.ipynb └── example ├── Week 3 ├── AndPerceptron.ipynb ├── Perceptron.ipynb └── irishDataset.csv ├── Week 4 ├── LinearRegressionWithGradientDescent.py └── USA_Housing.csv ├── Week 5 ├── Adaline.py ├── AdalineWithStochasticGradientDescent.py ├── LinearRegressionUsingGradientDescent.ipynb ├── PerceptronAdaline.ipynb └── irishDataset.csv ├── Week 6 ├── Linear and multivariate regression │ ├── 50_Startups.csv │ ├── LinearRegression.py │ ├── MultipleLinearRegression.py │ ├── Salary_Data.csv │ └── Sciket-Intro.py └── Logistic Regression │ ├── Social_Network_Ads.csv │ └── logisticRegression.py ├── Week 7 ├── Kernel SVM │ ├── SVM.py │ └── Social_Network_Ads.csv ├── Linear SVM │ ├── SVM.py │ └── Social_Network_Ads.csv ├── Social_Network_Ads.csv └── kNN.py ├── Week 8 ├── DecisionTreeClassifier.py ├── Ensemble Method │ ├── Bagging.py │ ├── Social_Network_Ads.csv │ └── random_forest.py └── Social_Network_Ads.csv ├── Week 9 ├── Advertising.csv ├── CrossValidation.ipynb ├── Learning Curves │ ├── Bias_Variance_Detection.ipynb │ └── mammographic_masses_converted_cleaned.csv ├── Model Evaluation │ ├── ModelEvaluation.ipynb │ ├── classification_report.ipynb │ └── pima-indians-diabetes.csv ├── Pipeline.ipynb └── StratifiedCV.py ├── Week-10 ├── DecisionTreeUsingPCA.ipynb └── PCA_SC.ipynb ├── Week-11 ├── Hierarchical Clustering.ipynb ├── K-means.ipynb ├── Mall_Customers.csv └── my_aglomerative.py ├── Week-12 └── Normal Equation.ipynb ├── images ├── adaline.png ├── biasvariance.png ├── biasvsvariance.png ├── gradient_descent.png ├── norm.png ├── py1m1_curriculum_new.gif └── single-layer-perceptron-in-tensorflow2.png └── projects ├── Customer Segmentation └── 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