CS 60050
Machine Learning
Lecturer: Pabitra Mitra
Email: pabitra@cse.iitkgp.ernet.in
Office Hours : Tuesday: 6pm - 7pm, Dept. of CSE
Overview
CS 60030 is a three credit running from July 18th through November 27, 2016.
There are two important dates where the registrar is concerned:
- Last day to add: July 27th, 2016
- Last day to drop: July 27th, 2016
The goal of this course is to provide you with a high-level introduction to the vast umbrella of learning algorithms, called Machine Learning. Starting from probabilistic approaches to pattern recognition, to the state-of-art neural network algorithms, the course aims to introduce and motivate the increasing relevance of Machine Learning algorithms from theoy to practice.
As with any course, regardless of the subject, you do not really learn something until you sit down and try it out yourself. The lecture and assignments are designed with this in mind — you should expect to learn the material by interacting with it directly. The course material is designed assuming you have no prior experience developing of Machine Learning, but does assume knowledge of Probability and Statistic, Programming and Data Structures. You are expected to put in an appropriate amount of effort to complete the assignments. Ultimately, what you put into the course is what you will get out of it.
Posts
29 Aug 2016 » Lecture Slides 4
Lecture Slides 4 for Week 4 have been uploaded to Moodle.
08 Aug 2016 » Lecture Slides 3
Lecture Slides 3 for Week 3 have been uploaded to Moodle.
31 Jul 2016 » Lecture Slides 2
Lecture Slides 2 for Week 2 have been uploaded to Moodle.
29 Jul 2016 » Form Teams for Term Project
Please form teams of 10-12 people for Term Project. Fill in your details in this Google Form by 00.00, 5th August 2016.
25 Jul 2016 » Lecture Slides 1
Lecture Slides 1 have been uploaded to moodle.
18 Jul 2016 » Welcome!
Welcome to CS 60050! The registration is frozen for the course due to high demand. The classes have been shifted to NR222 at Nalanda complex. Lecture notes and assignments will be posted on Moodle. Course Instructions: Please register for the course on Moodle by 31st July 2016. Please also read through the Syllabus and get your github accounts setup as soon as possible. The course has a term-projects are organized at CS60050-Github repository. Please fill this form by 31st July, 2016.
All posts »