Google Cloud
Google Cloud Big Data and Machine Learning Fundamentals en Español

Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.

Google Cloud

Google Cloud Big Data and Machine Learning Fundamentals en Español

21,971 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
4.7

(698 reviews)

Beginner level
No prior experience required
Flexible schedule
Approx. 8 hours
Learn at your own pace
97%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.7

(698 reviews)

Beginner level
No prior experience required
Flexible schedule
Approx. 8 hours
Learn at your own pace
97%
Most learners liked this course

What you'll learn

  • Identificar el ciclo de vida de datos a IA en Google Cloud y los productos principales de macrodatos y aprendizaje automático

  • Diseñar canalizaciones de transmisión con Dataflow y Pub/Sub

  • Analizar macrodatos a gran escala con BigQuery

  • Identificar diferentes opciones para crear soluciones de aprendizaje automático en Google Cloud

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

5 assignments

Taught in Spanish

See how employees at top companies are mastering in-demand skills

Placeholder

Build your subject-matter expertise

This course is available as part of
When you enroll in this course, you'll also be asked to select a specific program.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 7 modules in this course

En esta sección, se da la bienvenida al curso Big Data and Machine Learning Fundamentals y se proporciona una descripción general de la estructura y los objetivos del curso.

What's included

2 videos1 reading

En esta sección, se exploran los componentes clave de la infraestructura de Google Cloud. Además, se presentan muchos de los productos y servicios de macrodatos y aprendizaje automático involucrados en el ciclo de vida de datos a IA en Google Cloud.

What's included

10 videos1 reading1 assignment1 app item

En esta sección, se presenta la solución de Google Cloud para administrar datos de transmisión. Además, se examina una canalización de extremo a extremo, lo que incluye la transferencia de datos con Pub/Sub, el procesamiento de datos con Dataflow y la visualización de datos con Looker y Looker Studio.

What's included

9 videos1 reading1 assignment1 app item

En esta sección, los estudiantes aprenderán sobre BigQuery, el almacén de datos sin servidores completamente administrado de Google. También explorarán BigQuery ML, así como los comandos clave y los procesos utilizados para crear modelos personalizados de aprendizaje automático.

What's included

9 videos1 reading1 assignment1 app item

En esta sección, se exploran las cuatro opciones diferentes para crear modelos de aprendizaje automático en Google Cloud. También se presenta Vertex AI, la plataforma unificada de Google para crear y administrar el ciclo de vida de los proyectos de AA.

What's included

8 videos1 reading1 assignment

Esta sección se enfoca en las tres fases clave del flujo de trabajo de aprendizaje automático en Vertex AI: preparación de datos, entrenamiento del modelo y preparación del modelo. Los alumnos tendrán la oportunidad de practicar la creación de un modelo de aprendizaje automático con AutoML.

What's included

8 videos1 reading1 assignment1 app item

En esta sección, se revisan los temas que se abordaron en el curso y se proporcionan recursos adicionales para un mayor aprendizaje.

What's included

1 video

Instructor

Instructor ratings
4.8 (185 ratings)
Google Cloud Training
Google Cloud
1,674 Courses2,763,286 learners

Offered by

Google Cloud

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 698

4.7

698 reviews

  • 5 stars

    73.92%

  • 4 stars

    20.91%

  • 3 stars

    3.58%

  • 2 stars

    0.71%

  • 1 star

    0.85%

CT
5

Reviewed on Nov 23, 2020

JS
5

Reviewed on Sep 23, 2020

BR
5

Reviewed on Oct 11, 2021

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions