CSE-115

Demonstrate the use of foundational topics and concepts in areas of data science

Discuss data analysis charts and graphs developed using the Python programming language and libraries, and data sets

Demonstrate using data science terms and concepts, the concepts of analyzing and reducing data

Discuss basic data science theory and fundamental analysis techniques for data reduction

Python for Data Science

Data Munging and Cleaning

Data Modeling and Visualization

Statistical Analysis, Linear Algebra

Linear and Logistic Regression

Bayesian Classification

Deep Learning

Big data platforms and Technology

MapReduce, TensorFlow

Human Factors and Ethical Practices in Data Science