What This Document Is
This is the official syllabus for STAT 207: Data Science Exploration, offered at the University of Illinois at Urbana-Champaign in Fall 2023. It’s a foundational document outlining the course structure, expectations, and logistical details for students enrolled in this data science course. It serves as a contract between the instructor and students, detailing important policies and resources.
Why This Document Matters
This syllabus is essential for anyone considering enrolling in STAT 207, or for currently enrolled students seeking clarification on course policies. It’s particularly useful at the beginning of the semester to understand the course’s objectives, required materials, grading breakdown, and important dates. Students should refer to this document throughout the semester to stay informed about expectations regarding assignments, exams, and academic integrity. Prospective students can use it to determine if the course aligns with their academic goals and technical preparedness.
Common Limitations or Challenges
This syllabus provides a high-level overview of the course. It does *not* contain the specific lecture notes, assignment details, datasets used, or solutions to problems. It also doesn’t include the detailed schedule of topics covered week-by-week, or the specific grading rubrics for each assignment. Access to the full syllabus is required to understand the complete course requirements and schedule.
What This Document Provides
* Instructor contact information and office hours details.
* A description of the course’s learning objectives and how it builds upon prior coursework.
* An overview of the topics covered in the course, relating to the data science pipeline.
* A list of required materials, including software and hardware specifications.
* Information regarding essential online platforms used for the course (Canvas, GitHub, Campuswire).
* Prerequisites needed for successful completion of the course.
* Policies regarding exams and acceptable calculator use.