ankit1281998's repositories
CreditCard_Fraud_Detection_With_ANN
Credit card fraud detection model on imbalanced dataset using weighted neural network with Keras
Fake-News-Detection-using-LSTM-BLSTM
Implemented LSTM and BLSTM-based fake news detection model to preprocess textual data with 90.85% accuracy
Hackathon
TAMU hackathon
Machine-Learning-Graphs
Matplotlib graphs, graphs using Pandas dataframes, and Plotly
Predictive_Modelling
Utilized Decision Tree, Random Forest, Gradient Boosting, SVC, and AdaBoost to predict student placement. Created Linear Regression, Random Forest, and XGBoost models to predict car prices with 6% mean absolute error
Sentiment_Analysis
Implemented pre-trained Transformer-based distilBERT and BERT multilingual model to classify sentiments in positive or negative class and ranked them on scale of 1 to 5
TransferLearning_VGG16-
Evaluated pre-trained VGG16 classification model on flower dataset to get 97.37% accuracy, and built VGG16 model from scratch with early stopping to get 76% accuracy.
Voice-Activated-Search-Bot-for-Wikipedia-and-YouTube
Voice bot using speech recognition and python text-to-speech libraries which searched text on Wikipedia and YouTube based on specific word commands
YouTube_Video_Title_Sentiment_Analysis
YouTube Trending Video data-set which gets updated daily. Dataset is available on Kaggle: https://www.kaggle.com/datasets/rsrishav/youtube-trending-video-dataset/data