CS 4780

CS 4780

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

Enrollment Information
Syllabi: none
  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: CS 5780

  • 4 Credits Stdnt Opt

  • 11341CS 4780  LEC 001

    • TBA Online Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

  • 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.

  • 19777CS 4780  DIS 202

    • ROnline Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

  • Instruction Mode: Online

  • 19779CS 4780  DIS 204

    • FOnline Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

  • Instruction Mode: Online

  • 19780CS 4780  DIS 205

    • FBiotechnology G10
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

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

  • 19781CS 4780  DIS 206

    • TKlarman Hall KG70
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

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

  • 19782CS 4780  DIS 207

    • WKlarman Hall KG70
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

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

  • 19783CS 4780  DIS 208

    • FBiotechnology G10
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

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

  • 19784CS 4780  DIS 209

    • TBiotechnology G10
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

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

  • 19785CS 4780  DIS 210

    • TKlarman Hall KG70
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

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

  • 19786CS 4780  DIS 211

    • MOnline Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

  • Instruction Mode: Online

  • 19787CS 4780  DIS 212

    • FOnline Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

  • Instruction Mode: Online

  • 19788CS 4780  DIS 213

    • ROnline Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

  • Instruction Mode: Online

  • 21776CS 4780  DIS 214

    • ROnline Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

  • Instruction Mode: Online

  • 21777CS 4780  DIS 215

    • WOnline Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

  • Instruction Mode: Online

  • 21778CS 4780  DIS 216

    • FOnline Meeting
    • Sep 2 - Dec 16, 2020
    • Haghtalab, N

      Joachims, T

  • Instruction Mode: Online