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1. MachineLearning_SupportVectorMachines MachineLearning_SupportVectorMachines Public

   Using support vector machines (SVMs) to build a spam classifier

   MATLAB 2

2. MachineLearning_KmeansClustering MachineLearning_KmeansClustering Public

   Implementation of K-means algorithm and use it for image compression

   MATLAB

3. MachineLearning_Bias_Variance_Implementation MachineLearning_Bias_Variance_Implementation Public

   implement regularized linear regression and use it to study models with different bias-variance properties.

   MATLAB

4. MachineLearning_MultiClassLogisticRegressionAndNeuralNetworks MachineLearning_MultiClassLogisticRegressionAndNeuralNetworks Public

   Using logistic regression and neural networks to recognize handwritten digits (from 0 to 9).

   MATLAB

5. MachineLearning_NeuralNetworks_Backpropagation MachineLearning_NeuralNetworks_Backpropagation Public

   implement the backpropagation algorithm to learn the parameters for the neural network.

   MATLAB

6. Udacity_LaneDetection Udacity_LaneDetection Public

   Detected highway lane lines on a video stream. Used OpencV image analysis techniques to identify lines, including Hough Transforms and Canny edge detection.

   Jupyter Notebook