Class Roster - Fall 2020

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CS 4780

Introduction to Machine Learning

Course information provided by the Courses of Study 2020-2021.

The course provides an introduction to machine learning, focusing on supervised learning and its theoretical foundations. Topics include regularized linear models, boosting, kernels, deep networks, generative models, online learning, and ethical questions arising in ML applications.

When Offered Fall.

Prerequisites/Corequisites Prerequisite: probability theory (e.g. BTRY 3080, ECON 3130, MATH 4710, ENGRD 2700) and linear algebra (e.g. MATH 2940) and calculus (e.g. MATH 1920) and programming proficiency (e.g. CS 2110).

Distribution Category (SDS-AS)

View Enrollment Information

Syllabi: none

Regular Academic Session. Choose one lecture and one discussion. Combined with: CS 5780
Credits and Grading Basis

4 Credits Stdnt Opt(Letter or S/U grades)

Class Number & Section Details

11341 CS 4780 LEC 001
Meeting Pattern
- TBA Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Distance Learning-Asynchronous
Enrollment limited to CS students only. All others may add themselves to the waitlist during add/drop. Please go to http://www.cs.cornell.edu/courseinfo/enrollment for updates. It is expected that undergraduate students enroll in the 4000-level section of this class and graduate students enroll in the 5000-level section of this class.

Class Number & Section Details

19777 CS 4780 DIS 202
Meeting Pattern
- R 1:50pm - 2:40pm Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Online

Class Number & Section Details

19779 CS 4780 DIS 204
Meeting Pattern
- F 12:40pm - 1:30pm Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Online

Class Number & Section Details

19780 CS 4780 DIS 205
Meeting Pattern
- F 10:20am - 11:10am Biotechnology G10
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: In Person Transition to Online
Enrollment limited to students who are able to attend in-person classes in the Ithaca area.

Class Number & Section Details

19781 CS 4780 DIS 206
Meeting Pattern
- T 12:40pm - 1:30pm Klarman Hall KG70
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: In Person Transition to Online
Enrollment limited to students who are able to attend in-person classes in the Ithaca area.

Class Number & Section Details

19782 CS 4780 DIS 207
Meeting Pattern
- W 12:40pm - 1:30pm Klarman Hall KG70
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: In Person Transition to Online
Enrollment limited to students who are able to attend in-person classes in the Ithaca area.

Class Number & Section Details

19783 CS 4780 DIS 208
Meeting Pattern
- F 3:00pm - 3:50pm Biotechnology G10
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: In Person Transition to Online
Enrollment limited to students who are able to attend in-person classes in the Ithaca area.

Class Number & Section Details

19784 CS 4780 DIS 209
Meeting Pattern
- T 3:00pm - 3:50pm Biotechnology G10
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: In Person Transition to Online
Enrollment limited to students who are able to attend in-person classes in the Ithaca area.

Class Number & Section Details

19785 CS 4780 DIS 210
Meeting Pattern
- T 1:50pm - 2:40pm Klarman Hall KG70
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: In Person Transition to Online
Enrollment limited to students who are able to attend in-person classes in the Ithaca area.

Class Number & Section Details

19786 CS 4780 DIS 211
Meeting Pattern
- M 4:10pm - 5:00pm Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Online

Class Number & Section Details

19787 CS 4780 DIS 212
Meeting Pattern
- F 8:00am - 8:50am Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Online

Class Number & Section Details

19788 CS 4780 DIS 213
Meeting Pattern
- R 8:00am - 8:50am Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Online

Class Number & Section Details

21776 CS 4780 DIS 214
Meeting Pattern
- R 12:40pm - 1:30pm Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Online

Class Number & Section Details

21777 CS 4780 DIS 215
Meeting Pattern
- W 7:30pm - 8:20pm Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Online

Class Number & Section Details

21778 CS 4780 DIS 216
Meeting Pattern
- F 5:20pm - 6:10pm Online Meeting
- Sep 2 - Dec 16, 2020
- Instructors
  
  Haghtalab, N
  Joachims, T
To be determined. There are currently no textbooks/materials listed, or no textbooks/materials required, for this section. Additional information may be found on the syllabus provided by your professor.

For the most current information about textbooks, including the timing and options for purchase, see the Cornell Store.
Additional Information

Instruction Mode: Online

CS 4780

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CS 4780 Introduction to Machine Learning

Course Description

Credits and Grading Basis

Class Number & Section Details

Meeting Pattern

Instructors

Additional Information

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CS 4780

Introduction to Machine Learning