ONLINE COURSE

Machine Learning:

From Data to Decisions

Why Enroll in this Course?

Become part of the MIT community, the leading institution in the world for innovation.

Push your organization forward with intelligent predictive analyses, methods, and toolkits.

Automate Decision Making in your organization to evade risks and make the best decisions possible.

Discover holistic data comprehension to infer relevant conclusions and drive strategy.

What will you learn?

Data comprehension
Predictions through supervised learning and data classification
Decision-making through data analysis
Causal inference with Machine Learning

All the participants who successfully complete their program will receive an MIT Professional Education Certificate of Completion, as well as Continuing Education Units (CEUs)*.

To obtain CEUs, complete the accreditation confirmation, which is available at the end of the course. CEUs are calculated for each course based on the number of learning hours.

*The Continuing Education Unit (CEU) is defined as 10 contact hours of ongoing learning to indicate the amount of time they have devoted to a non-credit/non-degree professional development program.

To understand whether or not these CEUs may be applied toward professional certification, licensing requirements, or other required training or continuing education hours, please consult your training department or licensing authority directly.

Course Outline

Decision-making dictates every organization's direction and development. Those responsible for making those decisions must be empowered to do so confidently using tools and data that eliminate chance and assure success. Machine Learning, a branch of Artificial Intelligence, has been created to help answer this need.

1

Introduction to Machine Learning

2

Understanding Data

3

PREDICTIVE MODELS | Regression

4

PREDICTIVE MODELS | Classification

5

PREDICTIVE MODELS | Neural Networks

6

Basics of Decision-Making

7

Applications of Decision-Making

8

Causal Inference

Instructor

Prof. Devavrat Shah

Professor in the Department of Electrical Engineering and Computer Science at MIT

I firmly believe that applying a Machine Learning strategy in organizations is something very necessary in the present, as it allows us to make decisions in an optimized way, and therefore reduces possible strategy errors. Technology and data access give us an opportunity to be able to do this, so we should take maximum advantage of it. This program has assisted me in discovering Machine Learning, understanding data, exploring decision making, and evaluating its effectiveness, knowledge which I will apply in my professional development.

Sonsoles Catalá

Digital Marketing & Communications Specialist

Grupo Municipal Popular

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