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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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10,986 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

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.

HM

Sep 8, 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.

筛选依据：

1176 - Introduction to Big Data 的 1200 个评论（共 2,500 个）

创建者 E K

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Nov 6, 2016

That's comprehensive introduction

创建者 Oleksandr K

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Dec 14, 2022

Exciting and helpful curriculum.

创建者 Djarot H

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Apr 28, 2021

Good tech and thanks you so much

创建者 Mainak D

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Feb 15, 2021

I want to thank all the teachers

创建者 Calvin D

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Sep 3, 2020

A brief yet through introduction

创建者 Haozhe ( X

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May 31, 2020

Great intro course for big data.

创建者 Amruthaa V

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May 10, 2020

An amazing course for beginners.

创建者 Ahmed H A A

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Apr 25, 2020

Excellent and easy to understand

创建者 Rafik N

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Apr 5, 2020

Very useful course, thanks a lot

创建者 Aravindsagar P A

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May 25, 2019

Good course to know the concepts

创建者 Christopher S

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Jun 29, 2017

Learned a lot - excellent course

创建者 Jorge M (

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May 9, 2017

Great Introduction to Big Data!!

创建者 Carey D

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Mar 8, 2017

Excellent foundation...loved it!

创建者 Andrea C

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Sep 16, 2016

Course is really well explained.

创建者 Hossain S K

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Jan 27, 2021

Excellent course. Just love it.

创建者 Sunidhi k K

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Jul 28, 2020

It was good to learn

Thank you!!

创建者 Ricardo O

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Jul 18, 2020

Very well teach, I learn a lot.

创建者 Vanitha k

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May 13, 2020

I love this big data technology

创建者 Kashi S P

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Apr 20, 2020

Very good course for beginners.

创建者 Er. J S

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Oct 21, 2018

best course ever, for big data.

创建者 SHANNON S

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May 14, 2018

Great course.. I learned a lot.

创建者 Kamran A

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Jan 29, 2018

The course is very informative!

创建者 naveen

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Dec 22, 2017

Very good as overall so helpful

创建者 Taha M

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Dec 8, 2017

Amazing as usual :-) Like it...

创建者 Rashed u k

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Aug 6, 2017

Loved it, perfect to start with