Universitat Autònoma de Barcelona

Big Data: capstone project

Francesc Torradeflot
Nadia Tonello
Pau Tallada

Instructors: Francesc Torradeflot

4,790 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.7

(55 reviews)

Advanced level
Designed for those already in the industry
12 hours (approximately)
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

8 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.7

(55 reviews)

Advanced level
Designed for those already in the industry
12 hours (approximately)
Flexible schedule
Learn at your own pace

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

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Build your subject-matter expertise

This course is part of the Big Data – Introducción al uso práctico de datos masivos Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • 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
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There are 7 modules in this course

What's included

9 readings

<b>ATENCIÓN: Si ya te instalaste la máquina virtual en el curso anterior de la Especialización no es necesario que vuelvas a hacerlo.</b> En caso contrario, en este apartado te explicamos cómo descargar e instalar dicha máquina virtual en tu ordenador. <br><br>La MV-Cloudera requiere disponer de un equipo con las siguientes características: (1) máquina de 64 bits, (2) mínimo 6G de memoria (recomendable 8G), y (3) 20G disponibles en disco.<br><br> <i><b>Ten en cuenta que bajar e instalar la máquina virtual te llevará tiempo dado el tamaño y complejidad de la misma</i></b>

What's included

4 videos4 readings

En esta semana vamos a conocer el proyecto y a hacer una primera exploración de algunos de los datos con los que iremos trabajando. Nos familiarizamos con el contenido de estos ficheros y haremos el trabajo preliminar para poderlo luego aplicar a grandes volumenes de datos.

What's included

1 video2 readings1 quiz

En esta semana aprenderemos a cargar los datos en Hive, construir su modelo de datos y entender la tarea de clasificar una galaxia según su forma.

What's included

1 video3 readings1 quiz

Esta semana vamos a normalizar un modelo de datos, estudiaremos con profundidad los votos que nos han proporcionado los usuarios y generaremos la información necesaria para construir un clasificador automàtico.

What's included

1 video2 readings1 quiz

Esta semana introduciremos el dataset de imágenes galácticas y prepararemos dos algoritmos de Inteligencia Artificial para la clasificación automática de galaxias a partir de una imagen.

What's included

1 video6 readings5 quizzes

Es el momento de preparar el informe final con el trabajo realizado hasta ahora. Necesitaréis tener a mano los trabajos realizados las semanas anteriores.

What's included

1 peer review

Instructors

Instructor ratings
4.7 (13 ratings)
Francesc Torradeflot
Universitat Autònoma de Barcelona
1 Course4,790 learners
Nadia Tonello
Universitat Autònoma de Barcelona
1 Course4,790 learners
Pau Tallada
Universitat Autònoma de Barcelona
1 Course4,790 learners

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Recommended if you're interested in Data Analysis

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Learner reviews

Showing 3 of 55

4.7

55 reviews

  • 5 stars

    81.81%

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    12.72%

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  • 1 star

    1.81%

MM
5

Reviewed on Sep 25, 2020

AA
5

Reviewed on Aug 7, 2020

JH
5

Reviewed on Jul 21, 2019

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