Course Information
Line Number 1793500
Course Name AI350 - Data Science
Course Description
This course provides an applied approach to data science, covering the full data science workflow, including data collection, preprocessing, analysis, visualization, and model deployment. The focus will be on real-world datasets, case studies, and practical implementation. By the end of this course, students will be able to: Understand and implement the data science workflow from data collection to deployment. Perform data wrangling, feature engineering, and exploratory data analysis (EDA). Work with various types of data, including structured and unstructured data. Evaluate and improve model performance using advanced techniques. Deploy machine learning models and integrate them into applications. Work on real-world data science problems and present findings effectively.