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学生对 University of California San Diego 提供的 Introduction to Big Data 的评价和反馈

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11,003 个评分

课程概述

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+....

热门审阅

VG

Mar 25, 2018

Excellent learning opportunity to the concepts of Big Data and about the Hadoop ecosystem. Overall a wonderful learning experience with hands-on to get practical knowledge on the concepts learnt

KN

Jun 1, 2020

This is a great course. I learnt a lot from this course. What I like about this course is the hands-on experience with Hadoop. Such a good add-on on our skill, instead of just theoretical learning.

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1501 - Introduction to Big Data 的 1525 个评论（共 2,500 个）

创建者 Bhavya l

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Dec 30, 2020

ItS tOO GOOD!!

创建者 Nadeem A

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Dec 27, 2020

Great Learning

创建者 Ahmed S

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Jul 3, 2020

A great Course

创建者 Sai V

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Jun 12, 2020

Awesome course

创建者 Kanishk S

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May 26, 2020

Amazing Course

创建者 Freddy F

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Apr 26, 2020

amazing course

创建者 Alejandro S M

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Jan 29, 2020

AWESOME COURSE

创建者 Km S S

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Jan 13, 2019

It was awsome.

创建者 moamen A l

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Sep 15, 2018

amazing course

创建者 Moises R C

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Aug 28, 2018

Excelente cuso

创建者 rupesh j

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Feb 14, 2017

Best for basic

创建者 Hadi B

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Dec 3, 2016

Thank you all.

创建者 Carlos C M B

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Aug 19, 2016

That is great!

创建者 Kenes A A

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Nov 20, 2024

Полезный курс

创建者 prajwal c n

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Oct 28, 2022

Just awesome

创建者 Nischitha S K

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Feb 5, 2022

wonderful one

创建者 Tanish C

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Oct 28, 2021

Nice course!!

创建者 Pavan M

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Nov 8, 2020

superb course

创建者 Natasha S

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Oct 25, 2020

Great course!

创建者 Yoselin A

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Sep 19, 2020

Great Course!

创建者 Hari P T

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Aug 14, 2020

It is awesome

创建者 MD A R A

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Aug 14, 2020

Excellent !!!

创建者 Gagana G

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Jun 19, 2020

Great Course!

创建者 Suraj P

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Jun 6, 2020

A good course

创建者 MIRUDHULA S

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May 15, 2020

love to learn