Introduction to Machine Learning
COS 324
1254
1254
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Provides a broad introduction to different machine learning paradigms and algorithms, providing a foundation for further study or independent work in machine learning, artificial intelligence, and data science. Topics include linear models for classification and regression, support vector machines, neural networks, clustering, principal components analysis, Markov decision processed, planning, and reinforcement learning. The goals of this course are three-fold: to understand the landscape of ML, how to compute the mathematics behind techniques, and how to use Python and relevant libraries to implement and use various methods.
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Section L01
- Type: Lecture
- Section: L01
- Status: O
- Enrollment: 152
- Capacity: 162
- Class Number: 40087
- Schedule: MW 01:30 PM-02:50 PM - Friend Center 101
Section P01
- Type: Precept
- Section: P01
- Status: C
- Enrollment: 27
- Capacity: 27
- Class Number: 40088
- Schedule: Th 10:00 AM-10:50 AM - Andlinger Center 017
Section P01A
- Type: Precept
- Section: P01A
- Status: C
- Enrollment: 0
- Capacity: 0
- Class Number: 43083
- Schedule: Th 10:00 AM-10:50 AM
Section P02
- Type: Precept
- Section: P02
- Status: O
- Enrollment: 25
- Capacity: 27
- Class Number: 40089
- Schedule: Th 11:00 AM-11:50 AM - Andlinger Center 017
Section P02A
- Type: Precept
- Section: P02A
- Status: C
- Enrollment: 0
- Capacity: 0
- Class Number: 43084
- Schedule: Th 11:00 AM-11:50 AM
Section P03
- Type: Precept
- Section: P03
- Status: C
- Enrollment: 27
- Capacity: 27
- Class Number: 40093
- Schedule: Th 12:30 PM-01:20 PM - Andlinger Center 017
Section P04
- Type: Precept
- Section: P04
- Status: C
- Enrollment: 27
- Capacity: 27
- Class Number: 40090
- Schedule: Th 01:30 PM-02:20 PM - Friend Center 109
Section P05
- Type: Precept
- Section: P05
- Status: C
- Enrollment: 27
- Capacity: 27
- Class Number: 40091
- Schedule: Th 02:30 PM-03:20 PM - McCosh Hall 62
Section P06
- Type: Precept
- Section: P06
- Status: O
- Enrollment: 19
- Capacity: 27
- Class Number: 40092
- Schedule: Th 03:30 PM-04:20 PM - McCosh Hall 62
Section P07
- Type: Precept
- Section: P07
- Status: C
- Enrollment: 0
- Capacity: 0
- Class Number: 40094
- Schedule: Th 07:30 PM-08:20 PM