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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

AJ

Dec 21, 2020

Having a great and deep start about Big Data. this course helps me understand how big data is very useful to solve real-world problems before it happens or that situation was where a problem occurs.

AR

Mar 30, 2020

One of the best course to start learning new cutting-edge technology and to get deeper insights into Big Data. Thanks to the great instructors for amazing explanations of each module and e-materials.

筛选依据：

826 - Introduction to Big Data 的 850 个评论（共 2,500 个）

创建者 Philipp B

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Sep 7, 2017

A comprehensive introduction that gave me a lot of new ideas!

创建者 anupam b

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Jun 11, 2017

Gives a great start to delving into the area of data science.

创建者 Amr M

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Jan 17, 2017

it was very educative and it opened my mind to this new world

创建者 Awaad A A

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Nov 5, 2016

Great course which enhanced my background info about big data

创建者 Patricio R D

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Feb 27, 2022

Excelente curso, muy detallado y con buen material de apoyo.

创建者 Amit K M

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Oct 1, 2020

GREAT COURSE, ALL READING MATERIAL , VIDEOS ARE EXCELLENT...

创建者 Antares N

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Jun 6, 2020

Amazing journey to enter this magnificent world of Big Data.

创建者 BATCHU S G

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May 9, 2020

Best course to develop ourself in the stream of Data Science

创建者 Atiwit K

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Feb 10, 2020

This course is very helpful for learning more about Big Data

创建者 Dương L

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Oct 11, 2019

The course is very valuable. I hope all people should enroll

创建者 Dilipkumar S P

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Aug 12, 2018

Very good course. Content and material is very well explain.

创建者 Jyothi-Raghav J

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Oct 17, 2017

The materials are very well organized and apt for the title.

创建者 Moritz S

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Jul 13, 2017

Sometime question to detailed and not just for understanding

创建者 Sándor T

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Apr 24, 2017

Nice and thorough introduction to data science and big data.

创建者 UTKARSH T

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Oct 29, 2021

IT MADE US LEARN SOMETHING NEW WHICH WILL HELP ME IN FUTURE

创建者 Ambuj S

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Feb 11, 2021

Excellent course curriculum with an optimal learning curve.

创建者 Ahmad A A D

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Dec 6, 2020

Best introductory course about big data & data science ever

创建者 Sylvain O

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Mar 17, 2020

Very well explained and didactic with day to day use cases.

创建者 Ihsan u R

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Feb 10, 2020

Excellent Course for Starting Career with Big Data field...

创建者 SmileHe

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Nov 26, 2019

It's the good course for the beginer to learn the big data.

创建者 Kiran D

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Sep 22, 2019

Very intuitive and well set sequence of content! enjoyed it

创建者 Sarvar N

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Jun 27, 2019

just one word Amazing

best teaching and understanding !!!!!

创建者 Masood A

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Aug 15, 2018

Nice platform with interesting sessions and course content.

创建者 parul

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Mar 16, 2018

Amazing course with great content. Very good for beginners.

创建者 Sharad D

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Jan 29, 2018

Very comprehensive. Should opt for this one for the basics.