Data Science
High School Honors Course, Saddle River Day School, Department of Computer Science, 2023
Course Description: This course offers a comprehensive study of Data Science, encompassing application development, probability theory, and machine learning. Students will learn to build data-driven applications, apply probabilistic models, and utilize machine learning algorithms to extract insights and make data-driven decisions.
Unit 1: Python Programming
Unit 2: Application Development
Unit 3: Probability and Statistics
Unit 4: Topics in Data Science
Unit 5: Time Series Analysis
Unit 6: Machine Learning