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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

JT

Aug 30, 2016

This is a great introduction for Big Data. It helps me to revisit what I learned from the meetups and webinars, then put the fundamental knowledge and information in a solid foundation. Thank you.

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.

筛选依据：

1126 - Introduction to Big Data 的 1150 个评论（共 2,500 个）

创建者 André L B

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Mar 1, 2017

Very good for beginners in Big Data.

创建者 Luis E R

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Sep 16, 2016

Great introduction

Clear and consice.

创建者 Pushpa J

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Dec 4, 2020

very good start, liked the hands-on

创建者 Scott C

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Jun 12, 2020

Great lectures and working examples

创建者 Aditya R D

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Jun 2, 2020

This course is very helpful to me .

创建者 Daniel G

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Jun 2, 2020

Very helpful and easy to understand

创建者 AISHWARYA V S

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May 21, 2020

very usefull and interactive course

创建者 Lucky W P

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May 20, 2018

Good content and easy to understand

创建者 Pawan K

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Feb 12, 2018

Amazing course. Enjoyable learning.

创建者 Yogesh L

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Feb 12, 2018

Very useful and enhanced my skills.

创建者 Anibal C

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Oct 9, 2017

very good introduction to Big Data.

创建者 凡伍

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Aug 19, 2017

it's good course for start big data

创建者 Paulo

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May 2, 2017

Excellent introduction to big data.

创建者 Mohamed B B

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Mar 6, 2017

Really Awesome Course and speakers

创建者 Tranncl

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Jan 1, 2017

Very good introduction to Big Data.

创建者 Rayanki C

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Apr 5, 2022

really very intresting and use ful

创建者 Rajesh A

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Dec 13, 2021

Best platform for college students

创建者 M A R

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Oct 31, 2020

An excellent course for beginners.

创建者 Divya A

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Oct 10, 2020

it really great to learn with you.

创建者 Hariharan V

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Aug 13, 2020

very nice course and its look easy

创建者 Nikhil K C

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Jun 2, 2020

Thank you so much for this course.

创建者 S S R

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May 29, 2020

Excellent and Must to Learn Course

创建者 DHANRAJ N

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Nov 19, 2018

Very information and knowledgeable

创建者 Deleted A

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Jun 20, 2018

Fue Hermoso, abrió mucho mi mente.

创建者 Vigneshwaran M

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Mar 5, 2018

A very good and informative course