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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：

726 - Introduction to Big Data 的 750 个评论（共 2,500 个）

创建者 Anuj K A

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Feb 9, 2019

fantastic course to get interest and overview in big data technologies

创建者 Amal J

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Feb 5, 2019

Well structured with relevant examples to explain the concepts better.

创建者 Prashant N N

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Aug 30, 2018

I liked the Step by Step instructions for MapReduce Program Assignment

创建者 saeid r t k

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Nov 22, 2016

Excellent teaching method of teaching with short informative videos :)

创建者 Juan P G R

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Oct 8, 2016

Very good course, excellent professors. No myths, reality of big data.

创建者 Jayashankar M

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Jun 28, 2016

It's exhaustive and resourceful course to the introduction to Big data

创建者 CARLA I C C

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Apr 5, 2022

Excelente profesores y profesionales

Buena estructura del curso

Gracias

创建者 Arif F L

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Dec 2, 2020

execellent course. Im grateful become a part of this learning journey

创建者 Nabila H B M S

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Sep 5, 2020

Very informative for someone who just started to learn about big data

创建者 kankipati r

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Jul 1, 2020

the course is very good. the teaching is very good with many examples

创建者 ADESOLA E O

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May 1, 2020

As a Network Engineer, this course has given me additional knowledge.

创建者 Mohan R S

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Sep 21, 2019

Very good learning series. It is very basic and very useful for a new

创建者 Poojitha P

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Jan 19, 2019

The introduction to basic concepts was really helpful for a begginer.

创建者 Panagiotis T

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Jan 9, 2019

Having just finished my first course on big data feels really great !

创建者 pooja g

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Nov 16, 2018

Very well explained, the hands-on is very useful. Highly recommended!

创建者 Ronald E S

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Oct 9, 2018

A comprehensive overview of not only Big Data, but also Data Science.

创建者 Neeraj B

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Sep 27, 2018

Excellent course to get the basics straight and also a bit of handson

创建者 Thomas A

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Nov 13, 2017

Perfect for someone like myself just getting into the big data world.

创建者 Kannan T

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Nov 9, 2017

This course gave me real world approaches to solve Big Data problems.

创建者 Ramya S

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Oct 29, 2017

Very good course to get a complete overview about BIG DATA ANALYTICS.

创建者 Saurav P

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Oct 14, 2016

Concept organization and presentation astute and informative. Thanks!

创建者 Buğra G

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Oct 12, 2020

Great introduction course to understand fundamentals of the big data

创建者 Sahil W

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Sep 24, 2020

Very good course to get an overview of Big Data and related concepts

创建者 tuba d

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Aug 23, 2020

it was certainly not difficult but impressively useful, thanks a lot

创建者 Giovanny F

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Jul 4, 2020

It is a good course to start getting used to some Big Data concepts.