• Duración:
    6 semanas
  • Dedicación:
    6–8 horas por semana
  • Precio:

    GRATIS
    Agregar un Certificado Verificado por $99 USD

  • Institución
  • Tema:
  • Nivel:
    Intermediate
  • Idioma:
    English
  • Transcripción de video:
    English

Programas asociados:

Prerrequisitos

To complete this course successfully, you should have:
  • A basic knowledge of math
  • Some programming experience – Python is preferred.
  • A willingness to learn through self-paced study.

Sobre este curso

Omitir Sobre este curso
Machine learning uses computers to run predictive models that learn from existing data in order to forecast future behaviors, outcomes, and trends.

In this data science course, you will be given clear explanations of machine learning theory combined with practical scenarios and hands-on experience building, validating, and deploying machine learning models. You will learn how to build and derive insights from these models using Python, and Azure Notebooks.

edX offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, enroll in the course, then follow this link to complete an application for assistance.

Lo que aprenderás

Omitir Lo que aprenderás
After completing this course, you will be familiar with the following concepts and techniques:
  • Data exploration, preparation and cleaning
  • Supervised machine learning techniques
  • Unsupervised machine learning techniques
  • Model performance improvement

Plan de estudios

Omitir Plan de estudios
  • Introduction to Machine Learning
  • Exploring Data
  • Data Preparation and Cleaning
  • Getting Started with Supervised Learning
  • Improving Model Performance
  • Machine Learning Algorithms
  • Unsupervised Learning
Note: This syllabus is preliminary and subject to change.

Conoce a tus instructores

Graeme Malcolm
Senior Content Developer
Microsoft Learning Experiences
Steve Elston
Managing Director
Quantia Analytics, LLC
Cynthia Rudin
Associate Professor
MIT and Duke
Jonathan Sanito
Senior Content Developer
Microsoft

Obtén un Certificado Verificado para destacar los conocimientos y las habilidades que adquieras $99.00

Ver un modelo de certificado de edX en PDF
  • Oficial y verificado

    Obtén un certificado con la firma del instructor y el logotipo de la institución para demostrar tus logros y aumentar las posibilidades de conseguir trabajo

  • Fácil de compartir

    Agrega el certificado a tu currículum o publícalo directamente en LinkedIn

  • Incentivo comprobado

    El certificado te da un motivo más para completar el curso

  • Apoya nuestra labor

    edX, una organización sin fines de lucro, se sustenta con los certificados verificados para financiar la educación gratuita para todo el mundo

Preguntas frecuentes

Q: The prerequisites include Python Programming?
A: Python is used extensively in the machine learning and artificial intelligence fields. The practical elements of this course involve writing code in Python. For the most part, you’ll be given the code you need to complete the exercises; but a basic knowledge of Python syntax will improve your understanding of what’s going on in the labs and demonstrations. Consider taking course DAT208x: Introduction to Python for Data Science before taking this class.

Q: What hardware and software do I need to complete this class?
A: You will need a computer running Windows, Mac OSX, or Linux and a web browser. Optionally, you can install Python 3.x – but you will be able to complete the labs using a free online environment, so this is not required.

Q: Will I need a Microsoft Azure subscription to complete this class?
A: No. You will be able to complete the labs using a local Python installation or the Microsoft Azure Notebooks service, which is a free service that does not require an Azure subscription.

¿Quién puede hacer este curso?

Lamentablemente, las personas de uno o más de los siguientes países o regiones no podrán registrarse para este curso: Irán, Cuba y la región de Crimea en Ucrania. Si bien edX consiguió licencias de la Oficina de Control de Activos Extranjeros de los EE. UU. (U.S. Office of Foreign Assets Control, OFAC) para ofrecer nuestros cursos a personas en estos países y regiones, las licencias que hemos recibido no son lo suficientemente amplias como para permitirnos dictar este curso en todas las ubicaciones. edX lamenta profundamente que las sanciones estadounidenses impidan que ofrezcamos todos nuestros cursos a cualquier persona, sin importar dónde viva.