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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：

776 - Introduction to Big Data 的 800 个评论（共 2,500 个）

创建者 Rajan K

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Sep 29, 2020

I have learned something new, very well explained by the speaker.

创建者 SHOBHIT D

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May 28, 2020

This course is awesome it will help so much to groom my knowledge

创建者 Raji S

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May 13, 2020

Iam really Thankful to leccturears for crystal clear explanations

创建者 NAVAKEERTHANA P

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May 8, 2020

Excellent course.Learned a lot of new information about big data.

创建者 Pablo B B

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Apr 18, 2020

A great course! Learned a lot and got really into Hadoop! Thanks!

创建者 Prakash N V

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Aug 25, 2019

Basic Concept of Big Data and Hadoop is covered very appreciatly.

创建者 roopavani

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Aug 2, 2019

Excellent course material which touches upon the Basic of Bigdata

创建者 Aldrin

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Jun 11, 2019

Very good Course to getting started on Big data and Hadoop basic.

创建者 TAMADHIR A

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Oct 1, 2021

i enjoy this cours and i got alot of information about big data

创建者 Pratiksha S

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Sep 3, 2020

I loved this course. Now I have clear idea of how big data works

创建者 Sanjoy C

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Aug 17, 2020

It was great learning experience. Looking forward to learn more.

创建者 Nitin A

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Apr 29, 2020

it's best for the bargainers , those who want a gist of Big Data

创建者 JOSE L S M

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Mar 8, 2020

Very interesting, It had help me a lot to understand the basics.

创建者 Philipp B

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May 31, 2019

Great introduction to big data. Good struture and well explained

创建者 Anuj S

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Feb 3, 2019

Great information covered all the topics from basics to advanced

创建者 Bob J S

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Nov 17, 2018

I like to course work with interactive questions and guidelines.

创建者 Simran K T

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Jun 3, 2018

Well taught basics but I wish if there was more of hadoop in it.

创建者 Mohammed G

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Feb 19, 2018

the course is very useful to whom start their career in big data

创建者 Jameela C

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Nov 21, 2017

Excellent course to get an introduction and hands on on Big Data

创建者 Vittorio S

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Sep 5, 2017

Really interesting course. The perfect introduction to big data.

创建者 Fernando M

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Mar 23, 2017

Excellent course. Thank you for a marvelous learning experience.

创建者 Carlo K

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Jan 29, 2017

It is very useful. The professors are paced and explain so well.

创建者 Marshall

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Jul 7, 2021

Great intro class with a very enjoyable hands-on hadoop aspect.

创建者 samuel p

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Sep 26, 2020

Buen curso y aprendí los conceptos básicos de Big data, Gracias

创建者 Mouaz K

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May 6, 2020

perfect start of introduction to Big Data and it's technologies