Acerca de este Curso

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Resultados profesionales del estudiante

45%

comenzó una nueva carrera después de completar estos cursos

39%

consiguió un beneficio tangible en su carrera profesional gracias a este curso

11%

consiguió un aumento de sueldo o ascenso
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Aprox. 17 horas para completar
Inglés (English)

Habilidades que obtendrás

Big DataApache HadoopMapreduceCloudera

Resultados profesionales del estudiante

45%

comenzó una nueva carrera después de completar estos cursos

39%

consiguió un beneficio tangible en su carrera profesional gracias a este curso

11%

consiguió un aumento de sueldo o ascenso
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Aprox. 17 horas para completar
Inglés (English)

ofrecido por

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Universidad de California en San Diego

Programa - Qué aprenderás en este curso

Calificación del contenidoThumbs Up96%(47,518 calificaciones)Info
Semana
1

Semana 1

20 minutos para completar

Welcome

20 minutos para completar
2 videos (Total 3 minutos), 2 lecturas
2 videos
Tell us about yourself and learn about your classmates20s
2 lecturas
By the end of this course you will be able to...2m
Optional: Watch this fun video about the San Diego Supercomputer Center!10m
4 horas para completar

Big Data: Why and Where

4 horas para completar
13 videos (Total 77 minutos), 13 lecturas, 1 cuestionario
13 videos
Applications: What makes big data valuable11m
Example: Saving lives with Big Data6m
Example: Using Big Data to Help Patients10m
A Sentiment Analysis Success Story: Meltwater helping Danone1m
Getting Started: Where Does Big Data Come From?2m
Machine-Generated Data: It's Everywhere and There's a Lot!3m
Machine-Generated Data: Advantages4m
Big Data Generated By People: The Unstructured Challenge5m
Big Data Generated By People: How Is It Being Used?10m
Organization-Generated Data: Structured but often siloed7m
Organization-Generated Data: Benefits Come From Combining With Other Data Types4m
The Key: Integrating Diverse Data5m
13 lecturas
Did you know?: 25 facts about big data10m
Slides: What Launched the Big Data Era?10m
Slides: Applications: What Makes Big Data Valuable?10m
Slides: Saving Lives With Big Data10m
Slides: Using Big Data to Help Patients10m
Extra Resources10m
Slides: Machine-Generated Data: It's Everywhere and There's a Lot!10m
Slides: Machine-Generated Data: Advantages10m
Slides: Big Data Generated By People: The Unstructured Challenge10m
Slides: Big Data Generated By People: How is it Being Used?10m
Slides: Organization-Generated Big Data: Structured But Often Siloed10m
Slides: Organizaton-Generated Big Data: Benefits10m
Slides: The Key - Integrating Diverse Data10m
1 ejercicio de práctica
Why Big Data and Where Did it Come From?30m
Semana
2

Semana 2

3 horas para completar

Characteristics of Big Data and Dimensions of Scalability

3 horas para completar
7 videos (Total 34 minutos), 9 lecturas, 1 cuestionario
7 videos
Characteristics of Big Data - Volume5m
Characteristics of Big Data - Variety5m
Characteristics of Big Data - Velocity6m
Characteristics of Big Data - Veracity6m
Characteristics of Big Data - Valence2m
The Sixth V: Value4m
9 lecturas
What does astronomical scale mean?10m
A Small Definition of Big Data10m
Slides: Getting Started - Characteristics of Big Data10m
Slides: Characteristics of Big Data - Volume10m
Slides: Characteristics of Big Data - Variety10m
Slides: Characteristics of Big Data - Velocity10m
Slides: Characteristics of Big Data - Veracity10m
Slides: Characteristics of Big Data - Value10m
Slides: Characteristics of Big Data - Valence10m
1 ejercicio de práctica
V for the V's of Big Data30m
4 horas para completar

Data Science: Getting Value out of Big Data

4 horas para completar
11 videos (Total 66 minutos), 12 lecturas, 1 cuestionario
11 videos
Building a Big Data Strategy9m
How does big data science happen?: Five Components of Data Science9m
Asking the Right Questions3m
Steps in the Data Science Process3m
Step 1: Acquiring Data6m
Step 2-A: Exploring Data4m
Step 2-B: Pre-Processing Data8m
Step 3: Analyzing Data8m
Step 4: Communicating Results4m
Step 5: Turning Insights into Action2m
12 lecturas
Five P's of Data Science10m
Slides: Getting Value Out of Big Data10m
Slides: Building a Big Data Strategy10m
Slides: The Five P's of Data Science10m
Slides: Asking the Right Questions10m
Slides: Steps in the Data Science Process10m
Slides: Step 1 - Acquiring Data10m
Slides: Step 2A-Exploring Data10m
Slides: Step 2B-Preprocessing Data10m
Slides: Step 3-Data Analysis10m
Slides: Step 4-Communicating Results10m
Slides: Step 5-Turning Insights Into Action10m
1 ejercicio de práctica
Data Science 10130m
Semana
3

Semana 3

1 hora para completar

Foundations for Big Data Systems and Programming

1 hora para completar
4 videos (Total 19 minutos), 4 lecturas, 1 cuestionario
4 videos
What is a Distributed File System?6m
Scalable Computing over the Internet4m
Programming Models for Big Data6m
4 lecturas
Slides: Getting Started-Why Worry About Foundations?10m
Slides: What is a Distributed File System?10m
Slides: Scalable Computing Over the Internet10m
Slides: Programming Models for Big Data10m
1 ejercicio de práctica
Foundations for Big Data20m
5 horas para completar

Systems: Getting Started with Hadoop

5 horas para completar
11 videos (Total 66 minutos), 8 lecturas, 3 cuestionarios
11 videos
The Hadoop Ecosystem: Welcome to the zoo!7m
The Hadoop Distributed File System: A Storage System for Big Data7m
YARN: A Resource Manager for Hadoop5m
MapReduce: Simple Programming for Big Results12m
When to Reconsider Hadoop?4m
Cloud Computing: An Important Big Data Enabler6m
Cloud Service Models: An Exploration of Choices4m
Value From Hadoop and Pre-built Hadoop Images3m
Copy your data into the Hadoop Distributed File System (HDFS)4m
Run the WordCount program5m
8 lecturas
MapReduce in the Pasta Sauce Example10m
Slides for Getting Started With Hadoop10m
Downloading and Installing the Cloudera VM Instructions (Mac)10m
Downloading and Installing the Cloudera VM Instructions (Windows)10m
FAQ10m
Copy your data into the Hadoop Distributed File System (HDFS) Instructions10m
Run the WordCount program Instructions10m
How do I figure out how to run Hadoop MapReduce programs?10m
2 ejercicios de práctica
Intro to Hadoop30m
Running Hadoop MapReduce Programs Quiz30m

Reseñas

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Macrodatos

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