Welcome to CIS 3715!
Updates
1/14/2020: Welcome to the course. You can download your Lab 1 assignment here CIS3715 (Temple - Spring 2020) PythonBasics - Lab1.ipynb. |
1/21/2020: Here are some notes for the lectures we covered in Week 1: Notes for Week 1. Here are the notes about matrix algebra background expected for this course: Matrices. Please review at least the first 4 pages because we will test it in Quiz 2. If you can, take a look at book "Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are" by Seth Stephens-Davidowitz, published in 2017. It is a nice example of what a good data scientist could conclude from large volumes of internet search data. |
1/21/2020: Here are some notes for the lectures we are covering in Week 2: Notes for Week 2. |
1/24/2020: Lab assignment2 has been posted here: CIS3715 (Temple - Spring 2020)Lab2.ipynb. |
2/3/2020: Lab assignment3 has been posted here: CIS3715 (Temple - Spring 2020)Lab3.ipynb. |
2/9/2020: Lecture notes for supervised learning. Lab assignment 3 deadline has been extended to Feb.17 9:00am. Lab assignment 4 (Extra Credit) has been posted. |
2/16/2020: Lab assignment 5 has been posted here: CIS3715 (Temple - Spring 2020) Lab5.ipynb | .
2/23/2020: Lab assignment 6 has been posted here: CIS3715 (Temple - Spring 2020) Lab6.ipynb | .
2/29/2020: The deadline for Lab 6 has been extended to March 9th at 9:00am. Have a nice spring break! | .
3/8/2020: Lab assignment 7 has been posted here: CIS3715 (Temple - Spring 2020) Lab7.ipynb | .
3/16/2020: Lab assignment 8 has been posted here: CIS3715 (Temple - Spring 2020) Lab8.ipynb | .
3/23/2020: Lab assignment 9 has been posted here: CIS3715 (Temple - Spring 2020) Lab9.ipynb | .
3/29/2020: Lab assignment 10 has been posted here: CIS3715 (Temple - Spring 2020) Lab10.ipynb | .
4/14/2020: Lecture notes related to clustering, SVD and Big Data can be found here: Clustering, SVD, Big Data. Big Data lecture is related to Chapter 2 in book "Mining of Massive Datasets" by Jure Leskovec, Anand Rajaraman, and Jeff Ullman. You can find the book chapters, slides, and video lectures at http://www.mmds.org/. Also, pay attention to Chapter 11 from the same book, which talks about SVD -- the video slides are very well made. | .
4/14/2020: Quiz2-Quiz9 has been posted here: Quizzes. The midterm will be on April 16th. Good luck! |
4/14/2020: Instructions for your final project has been posted under the 'Projects' section. |