Except for statistical learning, which is generally offered by mathematics or statistics
departments in the majority of the universities across the globe, the rest are taught by
computer science department. In the recent years, this separation is disappearing but
the collaboration between the two departments is still not complete. Programmers are
intimidated by the complex theorems and proofs and statisticians hate talking (read as
coding) to machines all the time. But as more industries are becoming data and product
driven, the need for getting the two departments to speak a common language is strongly
emphasized. Roles in industry are suitably revamped to create openings like machine
learning engineers, data engineers, and data scientists into a broad group being called the
data science team.
ElectronicExcept for statistical learning, which is generally offered by mathematics or statistics
departments in the majority of the universities across the globe, the rest are taught by
computer science department. In the recent years, this separation is disappearing but
the collaboration between the two departments is still not complete. Programmers are
intimidated by the complex theorems and proofs and statisticians hate talking (read as
coding) to machines all the time. But as more industries are becoming data and product
driven, the need for getting the two departments to speak a common language is strongly
emphasized. Roles in industry are suitably revamped to create openings like machine
learning engineers, data engineers, and data scientists into a broad group being called the
data science team.
Electronic
1. Using R
2. Machine Learning Using R
Karthik Ramasubramanian
Abhishek Singh
1. using R
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| Homework in class and at homeHomework in class and at home homework in class and at home |
40 | |
| Midterm Exam and Team ProjectsMidterm Exam and Team Projects midterm exam and team projects |
30 | |
| Final Exam and Team ProjectsFinal Exam and Team Projects final exam and team projects |
30 |
