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Course Timeline

The following timeline is indicative and may be subject to some adjustments.

Tuesday, September 8Assignment 1, Lab 1
Quick Introduction to the Course "Classification using Scikit-learn"
Support Vector Machine Review Deadline: 09/21/15, 23:59 PST
Random Forest Classifier Review Available here.
Slides: Introduction, SVM-RF
Thursday, September 10Assignment 1, Lab 2
Tuesday, September 15Assignment 1, Lab 3
Programming in Spark
Slides
Thursday, September 17Assignment 1, Lab 4
Tuesday, September 22Assignment 2, Lab 1
Image Processing Applications"Image Classification using Caffe"
Convolutional Neural Network DemoDeadline: 09/28/15, 23:59 PST
Slides: Intro, CNNAvailable here.
Thursday, September 24Assignment 2, Lab 2
Tuesday, September 29Assignment 2, Lab 3
Visit by Brenda Badgero, Career Services
Thursday, October 1Assignment 3, Lab 1
Sentiment Analysis"Sentiment Analysis"
Bag of words and Word2Vec featuresDeadline: 10/12/15, 23:59 PST
SlidesAvailable here.
Tuesday, October 6Assignment 3, Lab 2
Thursday, October 8Assignment 3, Lab 3
Tuesday, October 13Assignment 4, Lab 1
Optimization Techniques"Optimization"
First Order and Second Order ApproachesDeadline: 10/21/15, 23:59 PST
SlidesAvailable here.
Thursday, October 15Assignment 4, Lab 2
Tuesday, October 20Assignment 4, Lab 3
Thursday, October 22Assignment 5, Lab 1
Recommendation Systems"Movie Recommendation"
Matrix Factorization Model-based ApproachesDeadline: 11/02/15, 23:59 PST
Memory-based ApproachesAvailable here.
Slides
Tuesday, October 27Assignment 5, Lab 2
Thursday, October 29Assignment 5, Lab 3
Tuesday, November 3Assignment 6, Lab 1
Presentation by Saba El-Hilo, Data Engineer at RocanaAnomaly Detection
Anomaly DetectionDeadline: 11/09/15, 23:59 PST
Unsupervised Learning (K-means Clustering)Available here.
Visualizing High Dimensional Data using t-SNE
Slides
Thursday, November 5Assignment 6, Lab 2
Spark Streaming Library
Video, Slides
Friday, November 6 Project Proposal Deadline
Deadline: 11/06/15, 23:59 PST
Tuesday, November 10Assignment 7, Lab 1
Programming in Scala, Slides"Basic Graph Processing using Spark GraphX"
Spark GraphX, Video, SlidesDeadline: 11/16/15, 23:59 PST
Available here.
Thursday, November 12Assignment 7, Lab 2
Graph Processing Problems, Slides
Tuesday, November 17Project
Thursday, November 19Project
Tuesday, November 24Project
Thursday, November 26Project
Tuesday, December 1Project
Thursday, December 3Project
Friday, December 4 Project Poster Presentation
Will be held in the Burnaby campus
The ASB atrium, South Side (front of the CS main office)
3:30-5:00 PM
Monday, December 7 Project Report Deadline
Deadline: 12/07/15, 23:59 PST
Updated Fri Nov. 13 2015, 10:42 by avahdat.