FardinShariar-dotcom

Breast-Cancer-Classification-with-Neural-Network

A simple Neural Network (NN) with Tensorflow and Keras in Python to find out if a Tumor is malignant or benign.

ML-based-Credit-Card-fraud-detection-System

An ML based approach for credit card fraud detection. Algorithm: Logistic Regression model. Workflow : Credit Card data --> Data preprocessing --> Data Analysis --> Train Test Split --> Logistic Regression Model --> Evaluation

ML-based-Diabetes-Prediction-System

A Machine learning based system that can predict whether a person is diabetic or not. The algorithm used here is Support Vector Machine (SVM). Language used : Python.

Fake-News-Prediction-using-Machine-Learning

A Fake News Prediction System using ML and Python. Model : Logistic Regression model. Workflow : News Data --> Data preprocessing --> Train Test Split --> Logistic regression model. New Data --> Trained Logistic regression model --> Real/Fake News.

Movie-Recommendation-System-using-Machine-learning

A Movie Recommendation system using python. Algorithm: Cosine Similarity algorithm. Workfolow : Data --> Data Preprocessing --> Feature Extraction --> User Input --> Cosine Similarity --> List of Movies

Car-price-prediction-using-ML

Algorithm : Linear and Lasso Regression Model. Workflow : Car Data --> Data Preprocessing --> Train Test Split --> Linear & Lasso Regression Model. New Data --> Trained Linear & Lasso Regression Model --> Car Price Prediction

Wine-Quality-Prediction-using-Machine-Learning

Development of a Wine Quality prediction system using Machine Learning with Python. Algorithm : Random Forest Model. Workflow : Wine Data --> Data Analysis --> Data Preprocessing --> Train Test Split --> Random Forest Model. New Data --> Trained Random Forest Model --> Wine Quality Prediction

Gold-price-prediction-using-ML

Algorithm : Random Forest Regressor. Workflow : Gold price data --> Data preprocessing --> Data Analysis --> Train Test split --> Random Forest Regressor --> Evaluation

Hand-written-digit-recognition-with-Neural-Network

Workflow : Dataset --> Image processing --> train test split --> Neural Network. New Image --> Trained Neural Network --> Hand written digit recognition

HealthcareManagement

FardinShariar-dotcom/Hand-written-digit-recognition-with-Neural-Network

Workflow : Dataset --> Image processing --> train test split --> Neural Network. New Image --> Trained Neural Network --> Hand written digit recognition

FardinShariar-dotcom/Medical-Insurance-Cost-Prediction-using-ML

Algorithm : Linear Regression Model. Workflow : Insurance Data --> Data Analysis --> Data Preprocessing --> Train Test Split --> Linear Regression Model. New Data --> Trained Linear Regression Model --> Medical insurance cost Prediction

FardinShariar-dotcom/Heart-Disease-Prediction-using-Machine-Learning

Algorithm : Logistic Regression Model. Workflow : Heart Data --> Data preprocessing --> train test split --> Logistic Regression Model. New data --> Trained Logistic Regression Model --> Healthy/Heart Defect Prediction.

FardinShariar-dotcom/Gold-price-prediction-using-ML

Algorithm : Random Forest Regressor. Workflow : Gold price data --> Data preprocessing --> Data Analysis --> Train Test split --> Random Forest Regressor --> Evaluation

FardinShariar-dotcom/Car-price-prediction-using-ML

Algorithm : Linear and Lasso Regression Model. Workflow : Car Data --> Data Preprocessing --> Train Test Split --> Linear & Lasso Regression Model. New Data --> Trained Linear & Lasso Regression Model --> Car Price Prediction

FardinShariar-dotcom/Wine-Quality-Prediction-using-Machine-Learning

Development of a Wine Quality prediction system using Machine Learning with Python. Algorithm : Random Forest Model. Workflow : Wine Data --> Data Analysis --> Data Preprocessing --> Train Test Split --> Random Forest Model. New Data --> Trained Random Forest Model --> Wine Quality Prediction

FardinShariar-dotcom/Machine-learning-based-Loan-Status-prediction

A Loan Prediction system development using Machine Learning with Python. Algorithm : Support Vector Machine (SVM). Workflow : Data --> Data Preprocessing --> Train Test split --> Support Vector Machine. New Data --> Trained Support Vector Machine Model --> Approved/Rejected prediction.

FardinShariar-dotcom/Fake-News-Prediction-using-Machine-Learning

A Fake News Prediction System using ML and Python. Model : Logistic Regression model. Workflow : News Data --> Data preprocessing --> Train Test Split --> Logistic regression model. New Data --> Trained Logistic regression model --> Real/Fake News.

FardinShariar-dotcom/Movie-Recommendation-System-using-Machine-learning

A Movie Recommendation system using python. Algorithm: Cosine Similarity algorithm. Workfolow : Data --> Data Preprocessing --> Feature Extraction --> User Input --> Cosine Similarity --> List of Movies

FardinShariar-dotcom/ML-based-SONAR-Rock-vs-Mine-Prediction-system

A system that can predict whether an object is either Rock or Mine with SONAR Data. Language used : Python. Model : Logistic Regression.

FardinShariar-dotcom/ML-based-Diabetes-Prediction-System

A Machine learning based system that can predict whether a person is diabetic or not. The algorithm used here is Support Vector Machine (SVM). Language used : Python.

FardinShariar-dotcom/Breast-Cancer-Classification-with-Neural-Network

A simple Neural Network (NN) with Tensorflow and Keras in Python to find out if a Tumor is malignant or benign.

FardinShariar-dotcom/ML-based-Credit-Card-fraud-detection-System

An ML based approach for credit card fraud detection. Algorithm: Logistic Regression model. Workflow : Credit Card data --> Data preprocessing --> Data Analysis --> Train Test Split --> Logistic Regression Model --> Evaluation

FardinShariar-dotcom/HealthcareManagement

FardinShariar-dotcom/The-Sparks-Foundation-Tasks

FardinShariar-dotcom/The-Sparks-Foundation-Internship-Tasks--Iot-Computer-Vision