CIS4930: Data Mining (Fall 2020)
Instructor: Peixiang Zhao
| Syllabus | Announcement | Schedule | Assignment | Resources |
- (Dec. 9th) We finished grading the final exam and have uploaded scores on Canvas. The scores were curved, and after the curving, the average of final exam is 81.6.
- (Dec. 2nd) The second video lecture of Week 15 is now online on Canvas. The topic is about final exam review.
- (Dec. 1st) The first video lecture of Week 15 is now online on Canvas. The topic is about clustering validity and semisupervised learning.
- (Nov. 28th) The fourth quiz is now online on Canvas. The due date of Quiz 4 is 11:59pm Wednesday 12/02.
- (Nov. 24th) The video lecture of Week 14 is now online on Canvas. The topic is about density-based clustering and graph-based clustering.
- (Nov. 22nd) The fourth assignment is now online. The due date of Assignment 4 is 11:59pm Thursday 12/03 on Canvas.
- (Nov. 19th) The second video lecture of Week 13 is now online on Canvas. The topic is about hierarchical clustering.
- (Nov. 17th) The first video lecture of Week 13 is now online on Canvas. The topic is about Clustering definitions and kMeans algorithm.
- (Nov. 12th) The second video lecture of Week 12 is now online on Canvas. The topic is about ensemble methods.
- (Nov. 10th) The first video lecture of Week 12 is now online on Canvas. The topic is about Support Vector Machine (SVM).
- (Nov. 5th) The second video lecture of Week 11 is now online on Canvas. The topic is about Classification Model Evaluation.
- (Nov. 3rd) The first video lecture of Week 11 is now online on Canvas. The topic is about naive Bayes classification (and hints to Assignment 3).
- (Oct. 31th) The third assignment is now online. The due date of Assignment 3 is 11:59pm Friday 11/20 on Canvas.
- (Oct. 30th) The third quiz is now online on Canvas. The due date of Quiz 3 is 11:59pm Tuesday 11/3.
- (Oct. 29th) The second video lecture of Week 10 is now online on Canvas. The topic is about k nearest neighbor algorithm and naive Bayes classification.
- (Oct. 28th) The first video lecture of Week 10 is now online on Canvas. The topic is about decision tree algorithm and overfitting.
- (Oct. 22nd) The second video lecture of Week 9 is now online on Canvas. The topic is about decision tree algorithm.
- (Oct. 20th) The first video lecture of Week 9 is now online on Canvas. The topic is about classification concepts.
- (Oct. 8th) The second video lecture of Week 7 is now online on Canvas. The topic is about midterm review.
- (Oct. 6th) The first video lecture of Week 7 is now online on Canvas. The topic is about association rule mining.
- (Oct. 1st) The second quiz is now online on Canvas. The due date of Quiz 2 is 11:59pm Tuesday 10/6.
- (Oct. 1st) The second video lecture of Week 6 is now online on Canvas. The topic is about Eclat algorithm.
- (Sept. 29th) The first video lecture of Week 6 is now online on Canvas. The topic is about FP-Growth algorithm.
- (Sept. 27th) The second assignment is now online, and will be due at 11:59pm on Thursday 10/8 via Canvas.
- (Sept. 24th) The second video lecture of Week 5 is now online on Canvas. The topic is about Apriori algorithm.
- (Sept. 22nd) The first video lecture of Week 5 is now online on Canvas. The topic is about frequent pattern mining (definitions).
- (Sept. 17th) The second video lecture of Week 4 is now online on Canvas. The topic is about data transformation and numerosity reduction.
- (Sept. 15th) The first video lecture of Week 4 is now online on Canvas. The topic is about PCA and SVD.
- (Sept. 10th) The second video lecture of Week 3 is now online on Canvas. The topic is about dimensionality reduction, and introduction to PCA.
- (Sept. 10th) The first quiz is now online on Canvas. The due date of this quiz is 11:59pm Tuesday 9/15.
- (Sept. 8th) The first video lecture of Week 3 is now online on Canvas. The topic is about data pre-processing, Chi-square analysis, and covariance/correlation analysis.
- (Sept. 6th) The first assignment is now online, and will be due at 11:59pm on Friday 9/18 via Canvas.
- (Sept. 3rd) The second video lecture of Week 2 in now online on Canvas. Topic: visualization tools and similarity.
- (Sept. 1st) The first video lecture of Week 2 in now online on Canvas. Topic: basic statistics for datasets.
- (Aug. 27th) The second video lecture of Week 1 in now online on Canvas.
- (Aug. 25th) The first video lecture in now online on Canvas. Check the video on Canvas --> "Course Media".
- (Aug. 24th) Note that the first-day attendance policy is mandatory at FSU. Please simply reply the email to the instructor indicating you select this class and recognize the first-day attendance policy, in order not to be dropped from the class.
- (Jul. 11th) Hello and welcome to CIS4930. The course website is now online and under development throughout the Fall semester. Have fun and good luck to everyone!