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CMPS290T- Spring 2019
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Lectures
Lecture 1
Lecture 2
Lecture 3
Lecture 4
Lecture 5
Lecture 6
Lecture 7
Lecture 8
Lecture 9
Lecture 10
Lecture 11
Lecture 12
Lecture 15
Lecture 16
Lecture 17
Lecture 18
Assignments
Assignment 1
Readings
Syllabus
Inquiries
CMPS290T- Spring 2019
Home
Lectures
Lecture 1
Lecture 2
Lecture 3
Lecture 4
Lecture 5
Lecture 6
Lecture 7
Lecture 8
Lecture 9
Lecture 10
Lecture 11
Lecture 12
Lecture 15
Lecture 16
Lecture 17
Lecture 18
Assignments
Assignment 1
Readings
Syllabus
Inquiries
More
Home
Lectures
Lecture 1
Lecture 2
Lecture 3
Lecture 4
Lecture 5
Lecture 6
Lecture 7
Lecture 8
Lecture 9
Lecture 10
Lecture 11
Lecture 12
Lecture 15
Lecture 16
Lecture 17
Lecture 18
Assignments
Assignment 1
Readings
Syllabus
Inquiries
Lectures
Lecture 1
- Introduction [
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Slides
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Lecture 2
- Social Good Domains [
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Slides
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Video
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Lecture 3
- ML basics [
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Slides
] [
Video
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Lecture 4
- ML pipeline with sample data [
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Slides
] [
Video
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Lecture 5
- ML pipeline (contd.), Neural networks [
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Slides
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Video
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Lecture 6
- Neural networks, RNN, LSTM [
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Slides
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Video
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Lecture 7
- Social good applications, assignment [
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Slides
] [Video]
Lecture 8
- Assignment, data analysis [
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Slides
] [Video]
Lecture 9
- Data analysis, Projects, GHTC [
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Slides
] [Video]
Lecture 10
- Projects, GHTC, Metrics [
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Slides
] [Video]
Lecture 11
- Projects, GHTC, Metrics and Evaluation [
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Slides
] [Video]
Lecture 12
- Embeddings, Transfer Learning [
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Slides
] [Video]
Lecture 13 & 14 cancelled.
Lecture 15
- Schedule, Social good application design [
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Slides
] [Video]
Lecture 16
- Deployment methods [
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Slides
] [Video]
Lecture 17
- Recommender Systems [
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Slides
] [Video]
Lecture 18
- Recommender Systems, Time Series, IR, KD [
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Slides
] [Video]
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