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Voltar para Introdução a Big Data

Comentários e feedback de alunos de Introdução a Big Data da instituição Universidade da Califórnia, San Diego

9,594 classificações
2,262 avaliações

Sobre o curso

Interested in increasing your knowledge of the Big Data landscape? This course is for those new to data science and interested in understanding why the Big Data Era has come to be. It is for those who want to become conversant with the terminology and the core concepts behind big data problems, applications, and systems. It is for those who want to start thinking about how Big Data might be useful in their business or career. It provides an introduction to one of the most common frameworks, Hadoop, that has made big data analysis easier and more accessible -- increasing the potential for data to transform our world! At the end of this course, you will be able to: * Describe the Big Data landscape including examples of real world big data problems including the three key sources of Big Data: people, organizations, and sensors. * Explain the V’s of Big Data (volume, velocity, variety, veracity, valence, and value) and why each impacts data collection, monitoring, storage, analysis and reporting. * Get value out of Big Data by using a 5-step process to structure your analysis. * Identify what are and what are not big data problems and be able to recast big data problems as data science questions. * Provide an explanation of the architectural components and programming models used for scalable big data analysis. * Summarize the features and value of core Hadoop stack components including the YARN resource and job management system, the HDFS file system and the MapReduce programming model. * Install and run a program using Hadoop! This course is for those new to data science. No prior programming experience is needed, although the ability to install applications and utilize a virtual machine is necessary to complete the hands-on assignments. Hardware Requirements: (A) Quad Core Processor (VT-x or AMD-V support recommended), 64-bit; (B) 8 GB RAM; (C) 20 GB disk free. How to find your hardware information: (Windows): Open System by clicking the Start button, right-clicking Computer, and then clicking Properties; (Mac): Open Overview by clicking on the Apple menu and clicking “About This Mac.” Most computers with 8 GB RAM purchased in the last 3 years will meet the minimum requirements.You will need a high speed internet connection because you will be downloading files up to 4 Gb in size. Software Requirements: This course relies on several open-source software tools, including Apache Hadoop. All required software can be downloaded and installed free of charge. Software requirements include: Windows 7+, Mac OS X 10.10+, Ubuntu 14.04+ or CentOS 6+ VirtualBox 5+....

Melhores avaliações

8 de Set de 2019

I love the course. It goes deep into the foundations, and then finishes up with an actual lab where you learn by practice. I greatly benefited from it and feel I have achieved a milestone in big data.

24 de Mai de 2018

A step by step approach stating from basic big data concept extending to Hadoop framework and hands on mapping and simple MapReduce application development effort.\n\nVery smooth learning experience.

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1901 — 1925 de 2,193 Avaliações para o Introdução a Big Data

por Eklavya S

14 de Mar de 2018

A must for building foundations .

por vasudha m

1 de Out de 2017

The Hands on exercises were good.

por Dr. A C

24 de Abr de 2017

Highly Knowledgeable & learning.

por saurav k

21 de Jan de 2020

content could have been better.

por Reyad N E

16 de Mar de 2019

it's awesome course you'll take

por sujay b s

16 de Ago de 2016

Good work! Thanks for educating

por Krutika B

10 de Out de 2020

nice , cob=vered all the basic

por Harsh O

28 de Jul de 2018

The course was up to the mark.

por Andrés F

10 de Out de 2016

Very very introductory course.

por Sowjanya N

9 de Jul de 2020

Had great learning experience

por sudhanshu p

8 de Abr de 2019

It went slow but worth taking

por Mehul P

30 de Dez de 2017

Nice overview to get into it.

por Pavan S K G

21 de Ago de 2020

Good for absolute beginners.

por Md R I

11 de Jun de 2018

This is an excellent course.

por John F

10 de Ago de 2020

Good intro to the concepts.

por Wasif I

25 de Jul de 2020

Best course for Big Data!!!

por Akshay U

27 de Mai de 2018

very high overview but good

por paras m

22 de Abr de 2017

great course for a beginner

por Lakshay

22 de Set de 2020

Its a bit old. But works !


27 de Jul de 2020


por Mona Y

20 de Mai de 2020

The slides can be improved

por sandy

5 de Mai de 2020

good for learning big data

por Gowtham S

4 de Jan de 2019

Nice course . very useful.

por Jun S K

22 de Out de 2018

Very nice to learn Hadoop.

por Narayanan V B

9 de Ago de 2016

Nice course for a starter.