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Lorenc Zhuka's Projects

active-learning icon active-learning

This is a group project that is part of the Master's degree in Data Science at the Darmstadt University of Applied Sciences. The topic was presented by 'Sanofi', and the project was completed within 6 months. It consists of building a framework for various active (machine) learning strategies using Python, PyTorch, and TensorFlow.

bostonhousing-using-linearregreesion-ridge-lasso-elasticnet icon bostonhousing-using-linearregreesion-ridge-lasso-elasticnet

In this repo I have implemented a machine learning project which predicts the house price in Boston. I have covered these topics : Exploratory Data Analysis, Feature Engineering including feature scaling, transformation into normally distributed data, multicollinearity, feature selection. I have trained the dataset using Linear Regression, Ridge, Lasso, and Elastic Net Regression.

car_price_prediction icon car_price_prediction

In this repo, I have implemented a simple machine learning code which predicts the price of a car.

datacleaningassignment icon datacleaningassignment

In this repo, I have done the Data Cleaning assignment which is part of iNeuron Training Program "Machine Learning and Deep Learning Masters" .

datavisualizationassignment icon datavisualizationassignment

In this repo, I have done the Data Visualization assignment which is part of iNeuron Training Program "Machine Learning and Deep Learning Masters" .

decisiontreeassignment icon decisiontreeassignment

In this repo, I have done the Decision Tree assignment which is part of iNeuron Training Program "Machine Learning and Deep Learning Masters" .

diabetes_prediction icon diabetes_prediction

In this repo, I have written a simple machine learning code which predicts whether a person has diabetes or not.

exceptionhandlingassignment icon exceptionhandlingassignment

In this repo, I have done the assignment of Exception Handling in Python which is part of iNeuron Training Program "Machine Learning and Deep Learning Masters" .

findpapers icon findpapers

Findpapers: A tool for helping researchers who are looking for related works

flight_fare_prediction icon flight_fare_prediction

In this repo, I have implemented a machine learning project which predicts the price of flights. I have covered these topics : feature engineering, feature selection, hyperparameter tuning and clustering.

linearregressionassignment icon linearregressionassignment

In this repo, I have done the Linear Regression assignment which is part of iNeuron course "Machine Learning and Deep Learning Masters" .

loan-approval-prediction icon loan-approval-prediction

In this repo I have build an end to end machine learning project which predicts if the loan application will get approved or not based on informations like financial information, requested loan amount etc.

logisticregressionassignment icon logisticregressionassignment

In this repo, I have done the Logistic Regression assignment which is part of iNeuron course "Machine Learning and Deep Learning Masters" .

matplotlibassignment icon matplotlibassignment

In this repo, I have done the Matplotlib assignment which is part of iNeuron Training Program "Machine Learning and Deep Learning Masters" .

mlclusteringassignment icon mlclusteringassignment

In this repo, I have done the Clustering assignment which is part of iNeuron Training Program "Machine Learning and Deep Learning Masters" .

mlcombinedassignment icon mlcombinedassignment

In this repo, I have done the machine learning combined assignment which is part of iNeuron Training Program "Machine Learning and Deep Learning Masters" .

mlproject icon mlproject

In this repo, I have done the Machine Learning project assignment which is part of iNeuron Training Program "Machine Learning and Deep Learning Masters" .

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