Priya's Projects
EDA Automation
This repo includes ChatGPT prompt curation to use ChatGPT better.
NLP | NER | SpaCy
Decision Tree using Scikit Learn
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Hackerrank SQL Solutions
Python | NLP | ML
Data Science Interview Quest
K-Means
KNN : Distance based algorithm
TensorFlow for Deep Learning
Linear Regression using scikit learn
A Portuguese banking institution, ran a marketing campaign to convince potential customers to invest in a bank term deposit scheme. The marketing campaigns were based on phone calls. Often, the same customer was contacted more than once through phone, in order to assess if they would want to subscribe to the bank term deposit or not. Performed the marketing analysis of the data generated by this campaign.