Note: This course description is only applicable for the Computer Science Post-Baccalaureate program ... Introduces students to the tools methods and theory behind extracting insights from data.

Using the poplar and easy-to-learn Python language, this course offers a practical introduction to basics of programming and how it can be used to analyze, structure, and visualize data. Students will ...

At this point, you should have a good understanding of the underlying statistics ... Python is vast. There are courses called “X Essential Training” for just about any topic X in the Python ecosystem ...

The data science ... of Statistics at Western Michigan University is oriented towards statistical computing. Select two courses from the following list. DEPT 0000 - An approved course from student’s ...

Statistics is the science of learning from data. The theoretical foundation of statistics lies in probability theory, which is applied to decision-making under uncertainty. Data science consists of ...

Use modern machine learning tools and python libraries. Explain how to deal with linearly ... a widely used statistical tool and one of the foundational tools for your data science toolkit. There are ...

G Grolemund and Hadley Wickham R for Data Science (O'Reilly Media, 2016) JV. Guttag Introduction to Computation and Programming using Python (Second Edition, The MIT Press, 2017) James et al An ...

students learn statistics by doing—class time emphasizes problem-solving and hands-on contact with data. Many courses employ student-driven projects that allow students to pursue their interest in ...