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MIT SA+P: Data Science in Real Estate

Gain the analytical tools to use data for informed decision making in real estate.

Gain the analytical tools to use data for informed decision making in real estate.

...
, un socio de edX, ofrece este curso
6 semanas
7–10 horas por semana
Comienza el 9 abr 2025
Inscríbete antes del 15 abr 2025
Al ritmo del instructor
Con un cronograma específico

Obtener más información

¿Quieres más información? Ingresa tus datos para conocer más sobre este curso de GetSmarter (socio de edX).

Obtener más información

¿Quieres más información? Ingresa tus datos para conocer más sobre este curso de GetSmarter (socio de edX).

6 semanas
7–10 horas por semana
Comienza el 9 abr 2025
Inscríbete antes del 15 abr 2025
Al ritmo del instructor
Con un cronograma específico

Información sobre Curso

Thanks to machine learning and data analytics, real estate professionals and investors can now make more accurate property assessments than ever before. This Data Science in Real Estate online short course from the MIT School of Architecture and Planning (MIT SA+P) focuses on growing your data science skills within the context of the built environment. During the program, esteemed MIT faculty and industry experts will teach you how to harness statistical techniques to reveal key insights into the factors that impact property investment and development opportunities.

Over six weeks, you’ll learn how to evaluate and tidy data, expand data sets, and generate a selection of models that can be used to explain industry trends and forecast real estate values.

This MIT SA+P program provides learners with the data science skills to support decision making and grow a successful property portfolio. Those with experience in data analytics will benefit by learning to apply their skills to the real estate market, while real estate professionals and independent investors can increase their competitive edge by building data skills to improve analysis and valuation, helping them to make better decisions.

While there are no formal prerequisites for this course, it’s highly recommended that you have a basic understanding of programming, in particular using R. You should be familiar with different data types and basic data structures, including objects, functions, vectors, matrices, data frames, and factors; and have used them practically in the past. If you don’t yet have an understanding of these concepts, you can explore the bridging resources made available in the course brochure.

Plan de estudios de Curso

Omitir Plan de estudios de Curso

Study the applications of data analytics in real estate as you work through the weekly modules of this online program.

Orientation module: Welcome to your Online Campus

Module 1: Data science and machine learning principles

Module 2: Using real estate data

Module 3: Initial insights using statistics

Module 4: Using data science to ask questions

Module 5: Relationships in real estate data

Module 6: Forecasting in real estate

About the certificate

Master the application of data analytics in the real estate sector and earn an official digital MIT SA+P certificate.

Assessment is continuous and based on a series of practical assignments completed online. In order to be issued with a digital certificate, you’ll need to meet the requirements outlined in the course handbook. The handbook will be made available to you as soon as you begin the course.

El certificado se emitirá con tu nombre legal, y lo recibirás de forma digital una vez que hayas completado el programa, de acuerdo con los requisitos estipulados.

Algunos datos sobre el tema

55%

The percentage of real estate CEOs who prioritize using data to improve customer experience and create a competitive advantage.

PwC (2020).

34%

The percentage of North American commercial real estate companies that plan to increase investment in data analytics in the next year.

Deloitte (Dec, 2020).

¿Por qué elegir GetSmarter?

GetSmarter es un socio de edX que brinda cursos en línea con soporte completo, relevantes para el desarrollo profesional. Los cursos están a cargo de expertos en el tema y cuentan con el respaldo de las principales universidades e instituciones del mundo. Con más de 15 años de experiencia en el sector del aprendizaje en línea, GetSmarter ofrece conocimiento experto de larga trayectoria en investigación de mercado, análisis de datos y perspectivas de negocios, con el objetivo de que adquieras las habilidades esenciales para tu crecimiento profesional.