# Approved Methods Courses

## Approved Courses for Statistics Requirement

Course Code | Course Title |
---|---|

COGS 209 | Scientific Data Analysis and Statistical Learning |

COGS 243 | Statistical Inference and data analysis |

CSE 250A | Principles of Artificial Intelligence: Probabilistic Reasoning and Learning |

CSE 254 | Statistical Learning |

LIGN 251 | Probabilistic Methods in Linguistics |

MATH 181A | Introduction to Mathematical statistics |

MATH 181B | Introduction to Mathematical statistics |

MATH 181C | Introduction to Mathematical statistics |

MATH 181E | Introduction to Mathematical statistics |

MATH 281A/B/C | Introduction to Mathematical statistics |

MATH 282A/B | Applied Statistics |

MATH 283 | Statistical methods in bioinformatics |

MATH 285A/B | Stochastic Processes |

MATH 286 | Stochastic Differential Equations |

MATH 287B | Multivariate analysis |

MATH 289A/B | Topics in Probability and statistics |

PSYCH 201A/B/C | Quantitative methods in psychology |

## Approved Courses for Programming Requirement

Course Code | Course Title |
---|---|

COGS 219 | Programming for Experimental Research |

COGS 225 | Visual Computing |

COGS 225 | Image Recognition |

COGS 230 | Human-Computer Interaction |

COGS 252A | Computer Vision I |

CSE 253 | Neural Networks for Pattern Recognition |

PSYC 231 | Experimentation and Data Analysis Using Matlab |

ECE 272B | Dynamical Systems under Uncertainty |

As a reminder, when taking undergrad classes you must still enroll in 12 units of grad level classes to meet Graduate Division requirements.

## Approved Courses for Methods Requirement (prior to FA19)

Course Code | Course Title |
---|---|

BENG 207 | Topics in Bioengineering |

COGR 201B | Ethnographic methods for communication research |

COGR 201C | Discourse analysis |

COGS 219 | Programming for Experimental Research |

COGS 225 | Visual Computing |

COGS 230 | Human-Computer Interaction |

Cogs 260 | Online Tech-Enhaned Teaching |

COGS 260 | Image Recognition - SP16 |

CSE 250A | Probabilistic Reasoning & Learning |

CSE 252A | Computer Vision I |

CSE 253 | Neural Networks with Pattern Recognition |

CSE 291 | Topics in Computer Science and Engineering |

LING 210 | Phonetics |

LING 211 | Phonology |

LING 240 | Field Methods |

LING 241 | Field Work (sequel to LING 240) |

PSYC 231 | Experimentation and Data Analysis Using Matlab |