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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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10,987 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

MZ

Aug 23, 2017

The Great Course offered. I had tried many resources before knowing about this one about big data. but couldn't understand exactly about it. But now I'm comfortable about my knowledge of big data

PB

May 24, 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.Very smooth learning experience.

筛选依据：

901 - Introduction to Big Data 的 925 个评论（共 2,500 个）

创建者 abdelkrim n

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Jan 15, 2018

Great course to begin immersion in the BIG DATA world.

创建者 Sandeep N

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May 30, 2017

Excellent course. Easy to understand, well explained !

创建者 Aman K

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May 25, 2017

Teacher's are great , they teach every single detail .

创建者 Cristian M S

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Aug 21, 2016

The content is better than the last course, nice job !

创建者 Angelo A

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Jan 12, 2022

The course is well done and the professors are great!

创建者 Alan C

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Oct 11, 2021

Very Informative course with comprehensive exercises.

创建者 Caner U

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Jan 24, 2021

Thanks to all instructors. It was really good for me.

创建者 Puneeth K R

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Sep 30, 2020

Very good cource it's very helpfull to guide big data

创建者 Syed M S H

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Apr 22, 2020

Exceptional Explanation about Big Data for Beginners!

创建者 Mohamed S

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Mar 6, 2019

Slowly paced and clear explanation by the professors.

创建者 Xiao S

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Nov 14, 2018

good introduction to the basic concepts for big data!

创建者 Daniel S

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Jun 27, 2018

Amazing course and big indtroduction. I love coursera

创建者 Asm I H B

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Feb 13, 2018

It's very efficient course to learn basic of Big Data

创建者 Vivek G

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Jan 28, 2018

Very good course to learn the foundations of Big data

创建者 John C P G

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Dec 18, 2017

Clear Concepts as Intordution to Big Data. Thank you!

创建者 Victor I

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Nov 12, 2017

Very good course to learn the foundations of Big data

创建者 Aaron S

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May 21, 2017

Good and well-paced introduction to an important area

创建者 amitbhushanbhatt

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Mar 15, 2017

Excellent Introduction to Big Data, and Data Science.

创建者 Tung N

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Nov 9, 2022

it is very well organized course, easy to understand

创建者 Divyanshu G

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Sep 11, 2021

Enrolled this course by mistake 😭 0 enrollment left

创建者 Samruddhi R D

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Jul 31, 2020

This course was interesting and yet much useful too.

创建者 Ainhoa G

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Jun 7, 2020

I've really enjoyed this course. I've learned a lot.

创建者 Srikanth A

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May 31, 2020

A perfect course for a Big Data Beginner. Thank you.

创建者 Shshank M

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May 28, 2020

Experience was quite good to learn from coursera....