This course teaches the foundational concepts of data analytics, that is, the fundamentals of probability and statistics. Data science is a growing field of study and practice as data is quickly ...

The lectures will be devoted to introducing concepts, presentation of examples, but also to proofs or outlines of proofs. While the emphasis will be on understanding concepts, on being able to analyze ...

Prerequisites: enrollment in the MSSP program or CASMA 575 or CASMA 576 or CASMA 578 or CASMA 581 or CASMA 582 or equivalent; or consent of instructor. – Rigorous introduction to applied statistical ...

This course surveys and introduces mathematical methods that are necessary for taking further courses in the data science MS program (DAT-MS). It includes topics from analysis, linear algebra, ...

IIT Madras’ free 2026 ‘Introduction to Machine Learning’ course offers a concept-driven, maths-backed path into AI. Across 12 weeks, it revises probability and linear algebra, then moves through ...

We are not currently accepting applications for this course. Register your interest below to be notified when applications open again. This is an introductory course on statistics and how it can help ...

We are not currently accepting applications for this course. Register your interest below to be notified when applications open again. Data Science combines scientific inquiry, statistical knowledge ...

Undergraduate Prerequisites: Academic background that includes the material covered in a standard c ourse on college algebra. - The goal of this course is to provide students with the mathematical ...