mkawsarzaman
Electrical and Electronic Engineering | Signal Processing | Machine Learning | Data Science
Memorial University of NewfoundlandCanada
Pinned Repositories
ANN_hourly_energy_output_prediction
A deep neural network regression to predict net hourly electrical energy output from UCI combined cycle power plant dataset
apriori_market_basket_optimization
Deriving and sorting association rules of two products using Apriori algorithm from an actual weekly retail transaction data
Cancer_classification_uci_breast_cancer_dataset
Classification of benign or malignant cancer using deep ANN in Tensorflow Keras API
Cancer_classification_uci_breast_cancer_dataset_with_Tensorboard
Classification of benign or malignant cancer using deep ANN in Tensorflow Keras API with Tensorboard commands added
Graph-based-Semi-supervised-Learning-MATLAB
codes developed for graph-based semi-supervised learning (LGC, GFHF, GGMC)
house_price_prediction_ANN_Tensorflow_keras
Predicting house prices in King County, USA using historical data from kaggle.com.
NLP_UCI_sms_spam
Classify spam texts using python NLTK toolkit and Multinomial naive-Bayes algorithm with sklearn pipeline
regression_models_comparison
Comparison of performances among regression models: MLR, polynomial, SVR, DT, and RF to predict net hourly electrical energy output from UCI combined cycle power plant dataset
thompson_sampling_ad_CTR_optimization
Reinforcement learning (Thompson sampling) based CTR optimization of ads, the dataset used is a simulated version of actual online responses of customers
upper_confidence_bound_ad_CTR
Reinforcement learning based CTR optimization of ads, the dataset used is a simulated version of actual online responses of customers
mkawsarzaman's Repositories
mkawsarzaman/Python-Bootcamp
Object and data structures, statements, methods, functions, object oriented programming basics, errors and exception handling, decorators, generators
mkawsarzaman/Java
Java basics, control structures, and data flow