Farhana Khatoon Teli's Projects
In this repository Python codes are available regarding Artificial Intelligence, Machine Learning, and Deep Learning
A data mining project for data Exploration of Airbnb dataset, for 2019.
Semantic Similarity on SNLI dataset using BERT as well as TF-IDF+BERT(Pooled) embeddings.
Integrated Data Analysis and Visualization Project for Employee Data using Python, and SQL.
Using publicly available data for the national factors that impact supply and demand of homes in US, build a data science model to study the effect of these variables on home prices.
Kyphosis disease prediction using Fully Connected Neural Networks (FCNNs) model and XGBoost model with GridSearchCV
MNIST Handwritten Digit Recognition with Multiple Machine Learning Models
Develop a question-answering system using BERT for SQuAD 2.0.
The comparison between different embeddings (TF-IDF, USE, and TF-IDF + USE) and various classifiers provides valuable insights into the performance of different techniques for sentiment classification.