A Drowiness Detection System to compare against different models to a benchmark model. This project was made as part of the University Project. Dataset The dataset used for this project is the NTHU-DDD dataset. Files There are 8 main files and 2 sub-files. The 2 sub-files are: Project The Dataset is a video dataset. We need […]
Data Science Salary Prediction
Salary prediction of the jobs in Data Science sector. Dataset Collection As part of any data science project, data collection is an important step. Since the goal of this project is to determine the salary of data science job positions. We had to scrape the data to get the most updated dataset. We looked into […]
US Election 2020 Sentiment Analysis
Predicting US Presidential Election 2020 Result Using Twitter Sentiment Analysis with Python Dataset creation converting the files into dataframe and to cs Data Analysis Droping all neutral data since they do not add value to the analysis Data Visualization Donald Trump Joe Biden People Sentiment
Titanic Machine Learning from Disaster
This model is based on Logistic Regression. Data description Variable Definition Key survival Survival 0 = No, 1 = Yes pclass Ticket class 1 = 1st, 2 = 2nd, 3 = 3rd sex Sex Age Age in years sibsp # of siblings / spouses aboard the Titanic parch # of parents / children aboard the […]
House Price Dataset from Kaggle
This project is based on Kaggle data for House prices estimator. The model is based on Regression. I have made use of decision tree method predict my outcome.