Machine Learning: From Data to Decisions
offered by MIT USA

Private University
168 acre campus
Estd. 1861

Machine Learning: From Data to Decisions
at
MIT USA
Overview

Machine Learning, is becoming a fundamental tool for making sound decisions by analyzing large quantities of data and events

Duration	8 weeks
Total fee	₹2.25 Lakh
Mode of learning	Online
Schedule type	Self paced
Course Level	UG Certificate

Machine Learning: From Data to Decisions

Table of content

Overview
Course Details
Curriculum
Faculty

Machine Learning: From Data to Decisions
at
MIT USA
Course details

Skills you will learn

Data mining Regression Data analysis

Who should do this course?

For CEOs, managers, and other executives
For technical professionals or others with technical backgrounds

What are the course deliverables?

Data comprehension
Predictions through supervised learning and data classification
Effective decision making by eliminating uncertainty and arbitrariness through data analysis
Causal inference

More about this course

This online program that guides professionals through the basics and the applications of Machine Learning
Participants will receive training in data analysis and comprehension, preparing them to fully master reliable, data-informed decision-making in their organizations

Machine Learning: From Data to Decisions
at
MIT USA
Curriculum

Module 1: Introduction and Overview of Machine Learning

Module 2: Understanding Your Data

Module 3: Prediction Part 1 - Regression

Module 4: Prediction Part 2 - Classification

Module 5: Prediction Part 3 - Neural Networks

Module 6: Decision Making Foundations

Module 7: Decision Making Applications

Module 8: Causal Inference

Machine Learning: From Data to Decisions
at
MIT USA
Faculty details

Devavrat Shah

Devavrat Shah is a professor with the department of electrical engineering and computer science, MIT. He is a member of the Laboratory for Information and Decision Systems (LIDS) and Operations Research Center (ORC), and the Director of the Statistics and Data Science Center (SDSC) in IDSS.