Health Outcome Predictions with Data Transformation and Machine Learning Supervised by Dr. Hegler Tissot Brain Tumor Detection from MRI Images with Deep Learning project employs MRIs to predict and categorize brain tumor types, utilizing various machine learning models, image preprocessing techniques, and data augmentation Fake News Detection project utilizes natural language processing and machine learning models to distinguish between authentic and fraudulent news articles, analyzing performance metrics and overfitting concerns NY Listing AirBnb Price Prediction utilized the NYC Airbnb dataset and cloud analytics to decipher rental price factors, highlighting insights on super hosts and neighborhoods, and employed an optimized gradient-boosted model for accurate price predictions LSTM Time Series Knowledge briefly talk about LSTM time series with example Default of Credit Card Clients project employs MRIs to predict and categorize brain tumor types, utilizing various machine learning models, image preprocessing techniques, and data augmentation Salary Prediction project utilized Python and SparkML to analyze and visualize employee salaries across industries, applying machine learning models to predict salary trends based on experience and industry metrics Analysis and Classify Mushroom