Universitat Autònoma de Barcelona

Big Data: capstone project

Francesc Torradeflot
Nadia Tonello
Pau Tallada

Instructors: Francesc Torradeflot

5,050 already enrolled

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Gain insight into a topic and learn the fundamentals.
4.7

(56 reviews)

Advanced level
Designed for those already in the industry
12 hours to complete
3 weeks at 4 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
4.7

(56 reviews)

Advanced level
Designed for those already in the industry
12 hours to complete
3 weeks at 4 hours a week
Flexible schedule
Learn at your own pace

Details to know

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Assessments

8 assignments

Taught in Spanish

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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 assignment

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 assignment

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 assignment

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 assignments

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 Course5,050 learners
Nadia Tonello
Universitat Autònoma de Barcelona
1 Course5,050 learners
Pau Tallada
Universitat Autònoma de Barcelona
1 Course5,050 learners

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Recommended if you're interested in Data Analysis

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Learner reviews

4.7

56 reviews

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AA
5

Reviewed on Aug 7, 2020

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Reviewed on Jul 25, 2020

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