Recent graduate with a strong foundation in Power BI, SQL Server, Excel, and Python seeking an entry-level data analyst position where I can utilize my skills and knowledge to contribute to the success of the organization. Eager to apply theoretical knowledge gained through coursework and projects to real-world scenarios.
Mental Health Prediction Application (6 months) Technology is evolving round the clock in recent times. This has resulted in job opportunities for people all around the world. It comes with a hectic schedule that can be detrimental to people's mental health. During the Covid pandemic, mental health has been one of the most prominent issues, with stress, loneliness, and depression all on the rise over the last year. Diagnosing mental health is difficult because people aren't always willing to talk about their problems. Machine learning is a branch of artificial intelligence that is mostly used nowadays. ML is becoming more capable for disease diagnosis and also provides a platform for doctors to analyze a large number of patient data and create personalized treatment according to the patient's medical situation. The purpose of the project is to consider the variables to diagnose a patient's mental health up to an extent, we achieve this using Machine Learning model, in order to be sure and achieve maximum accuracy we are going to implement three models: Logistic regression, Neural Network (Perceptron Model), and Ad boost Classifier. We also visualize the data for better understanding the data and results.