Created various Machine Learning and Deep Learning projects.
Created a Neural Network with 1 accuracy over titanic dataset along with proper data cleaning and pre-processing along with little feature engineering.
Implemented KNN algorithm from scratch and used it over iris dataset. Tried 3NN, 5NN, 7NN methods calculating accuracy of each and finding the most suitable hyperparameter for best predictions.
Created a regression model to calculate mobile phone price based on mobile phone features. Used dataset from kaggle. Performed feature engineering and rigorous data cleaning to properly use all available data.
Created a sentiment analysis model using LSTM cells on twitter dataset. Used string vectorizer to form vectors out of input sentences along with PorterStemmer. Also performed data analysis and data cleaning.