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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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10,975 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

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.

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.

筛选依据：

1451 - Introduction to Big Data 的 1475 个评论（共 2,500 个）

创建者 Christy

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Jul 8, 2020

Excellent course

创建者 SHUBHAM K V

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Jul 7, 2020

very nice course

创建者 17X042 R E M

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Jun 22, 2020

Excellent Couse!

创建者 Justus O

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Jun 21, 2020

Very Informative

创建者 SachinVargheseBiju

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Jun 10, 2020

very good course

创建者 Jishu G

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Jun 1, 2020

very nice course

创建者 TUSHAR P 1

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May 24, 2020

Very informative

创建者 GURUSUBRAMANI. S

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May 15, 2020

Excellent Course

创建者 puttaswamy B S

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May 6, 2020

Excellent Course

创建者 pooja B

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May 5, 2020

great experience

创建者 Sonam K

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May 5, 2020

learnt very well

创建者 Sangeetha R

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May 2, 2020

Excellent course

创建者 Mohamed M

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Apr 11, 2020

Thanks Every one

创建者 Padmashree N S

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Apr 3, 2020

Very nice course

创建者 Harshavardhan K

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Feb 22, 2020

Brilliant course

创建者 ANASTASIOS M

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Jan 2, 2020

Excellent course

创建者 Emilio M

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May 21, 2019

Excellent course

创建者 muhammad h

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Mar 23, 2019

great experience

创建者 Vidula A

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Feb 20, 2019

Excellent Course

创建者 Mostafa M H M

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Oct 25, 2018

Very good course

创建者 Vivek S

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Oct 8, 2018

Excellent course

创建者 Devendra S

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Aug 7, 2018

Excellent Course

创建者 Ekta P

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Jun 23, 2018

excellent course

创建者 MAKRAM B A

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Apr 15, 2018

excellent course

创建者 Miguel A G O

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Oct 25, 2017

Muy buen inicio.