Chevron Left
Voltar para Introdução a Big Data

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

4.6
estrelas
10,531 classificações

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

HM

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.

DK

11 de ago de 2021

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.

Filtrar por:

176 — 200 de 2,416 Avaliações para o Introdução a Big Data

por Vijay H G

25 de mar de 2018

por Francisco A

6 de jun de 2017

por Zarak K

13 de out de 2020

por ARBAZ K

24 de jun de 2020

por Juan C A J

18 de fev de 2021

por Gabriel M

19 de nov de 2020

por Aditya S

26 de dez de 2017

por 055_MOHIT

3 de abr de 2022

por raghunath s

29 de mar de 2020

por A V R M K

2 de mai de 2019

por Paramasivan D

13 de jan de 2019

por Clement F

24 de set de 2017

por Ashwin S

21 de jun de 2017

por Chan S M

31 de jul de 2020

por Sonia S

17 de dez de 2019

por Laura D Z

30 de jul de 2017

por John M R M

11 de abr de 2020

por Rajib K

17 de abr de 2017

por David C

28 de ago de 2021

por Mahesh S

21 de out de 2019

por juan

11 de dez de 2020

por Alejandra U M

19 de out de 2020

por Imtiaz A

17 de out de 2020

por Mahesh M S

18 de jul de 2020

por Lauro O

2 de jul de 2017