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ML-Projects

Coronavirus Prediction: Predict "foward in time" five days of Covid-19 daily death counts for Canada using a Linear Autoregressive Model.

Autonomous Driving: Predict the future positon of the ego(self) vehicle 3 seconds into the future using a least squares auto regressive model and pre process the data by (Xi,yi) position of the agent i at current step time t and used the model based on the pre processed data.

TweetTrumpBiden: Predict whether the tweet was authored by Donald Trump or Joe Biden using multiple Machine Learning Models. Random Forest Classifier(with Gini index as splitting score or entropy), Naive Bayes, KNN, Stacking.