Bushra Amjad's repositories
XLSR-Wav2Vec2-Speech-Recognition-Urdu
Speech Recognition in Urdu language by fine-tuning the pretrained XLSR-Wav2Vec2 model.
Applied-Data-Science-with-Python-Specialization
Gaining new insights into the data. Learning to apply Data Science methods and techniques, and acquiring analytical skills.
Cancer-Type-prediction-Logistic-Regression
Classification of Benign and Malignant Breast Cancer using Supervised Machine Learning Algorithm Logistic Regression
Image-classification-with-unbalanced-classes
Code for dealing with undersampling and oversampling which are standard strategies for dealing with unbalanced class data
Naive-Bayes-Fake-News-Detection-Urdu
Fake/Real news detection using Natural Language Processing techniques - Naive Bayes Classifier and Boolean Naive Bayes Classifier from scratch.
NGrams-Poetry-Generation-Urdu
A poem will be generated using different Language models in Urdu language. This poem will consist of three stanzas each containing four verses.
Speech-Emotion-detection-in-urdu
Work in progress...
urdudataset
A small Dataset containing Urdu sentences for contribution in Common Voice
HGNN
Code for Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation (AAAI21)
Movie-Recommendation-via-Matrix-Factorization
Matrix Factorization with Gradient Descent and Stochastic Gradient Descent
FCN-Semantic-Segmenter.
Fully Convolutional Networks (Image Segmentation) with Resnet18 as a backbone
House-Price-Prediction-Linear-Regression
Estimating the sale prices of houses is one of the basic projects to start with the Machine Learning. After implementing this we will be able to predict continuous variables using Linear regression algorithm.
Pharmease-Giving-your-health-a-new-lift
A Mobile Application beneficial in terms of locating the nearby pharmacies and searching pharmacies according to the medicines. It also handles order requests.
Scraper-BeautifulSoup
Data Scraping from Zameen.com website (Multiple pages) via BeautifulSoup
Statistical-Analysis-AustinCity-WorldBank
EDA and Hypothesis testing for Austin City and World Bank data
Statistical-Analysis-CityPayroll
EDA and Hypothesis testing for City Payroll Dataset
Statistical-Analysis-Heart-Failure-Clinical-Record
EDA and Hypothesis testing for Heart Failure Clinical Record