Bryn Mawr College
CS 380: Recent Advances in Computer Science
Topic: Science of Information

Fall 2019
BMC Class Number: 2283
Course Materials

Information
Texts  Important Dates  Assignments  Lectures  Grading Links

General Information

Instructor: Deepak Kumar, 202 Park Hall, 526-7485
E-Mail: dkumar at cs brynmawr dot edu
Tweet: @bmcdeepak
WWW: http://cs.brynmawr.edu/~dkumar

Lecture Hours: Mondays & Wednesdays 11:40a to 1:00p
Office Hourse: Wednesdays 2:00 to 3:30p
Room: Park Science Building, Room 159

Laboratories:

Course Description:

Claude Shannon's foundations of information theory have paved the way for data storage, compression, encoding, and transmission for the Internet, CDs, DVDs, MP3 players, JPEGs, WiFi, iPODs, mobile phones, and a whole host of applications underlying today's information technologies. The past six decades have brought information theory to the crossroads of several traditional disciplines: mathematics, statistics, computer science, physics, neurobiology, and electrical engineering. This course introduces students to the fundamentals of Information Theory and leads them to a broader understanding of the concept of “information” that transcends boundaries between disciplines, especially between physical and life sciences, communication, and knowledge extraction from massive datasets. Students in several disciplines will be able to draw upon the latest discoveries from multiple disciplines, replicate and discuss recent research, and learn to apply the techniques and tools of information-based inquiry in their lives.

The course will run in a seminar format where students will engage by participating in and leading discussions and presenting results from readings and computational experiments. The course requires a Junior or Senior standing. Students from ALL disciplines are encouraged to enroll.

Texts & Software

Information: A Very Short Introduction: By Luciano Floridi, Oxford University Press, 2010.

You do not need to buy this book. It is available for all Tri-co students for free in electronic form. Click here.

Topics

The following topics are planned to be covered in the course...

Readings

 

Important Dates

September 4: First Meeting
December 11: Last Meeting

Assignments

  1. Homework#1 (Due on Monday, September 16): Click here.


Lectures



Grading

All graded work will receive a grade, 4.0, 3.7, 3.3, 3.0, 2.7, 2.3, 2.0, 1.7, 1.3, 1.0, or 0.0.

This is a upper-level research-topic seminar course. You have to engage in class discussions: this means discussing with other students during class when prompted, asking questions, offering ideas, etc. Bulk of your grade is based on your active participation in the class at this level.

At the end of the semester, final grades will be calculated as a weighted average of all grades according to the following weights:

Labs & Written Work: 25%
Attendance: 20%
Active class participation: 55%
Total: 100%


Links

CSoI: The Center for Science of Information


Created by dkumar at cs dot brynmawr dot edu on August 29, 2019.