Data Analytics is the science of analyzing data to convert information to useful knowledge. This knowledge could help us understand our world better, and in many contexts enable us to make better decisions. While this is the broad and grand objective, the last 20 years has seen steeply decreasing costs to gather, store, and process data, creating an even stronger motivation for the use of empirical approaches to problem solving. This course seeks to present you with a wide range of data analytic techniques and is structured around the broad contours of the different types of data analytics, namely, descriptive, inferential, predictive, and prescriptive analytics.
This course requires that you are familiar with high-school level linear algebra, and calculus. Knowledge of probability theory, statistics, and programming is desirable.
We will have a total of 8 weeks for this course. Every week we will have between 3-7 video lectures ranging from 10-60 minutes each. There will be a total of 150 instructional minutes (2 hours and 30 minutes) per week. There will be one assignment at the end of every week for a total of 8 assignments.
The exam is optional.
Exams will be on 6 September 2015 and 13 September, 2015.
The list of cities where the exam will be conducted will be available in the registration form.
Registration URL: Announcements will be made when the registration form is open for registrations, most likely in July 2015. The online registration form has to be filled and the certification exam fee of Rs 1000 needs to be paid.
Certificate will be given to those who register and write the exam. Certificate will have your name, photograph and the score in the final exam. It will also have the logos of NPTEL and IIT Madras. It will also be e-verifiable on the nptel.ac.in/noc website.