Chevron Left
返回到 Introduction to Big Data

学生对 University of California San Diego 提供的 Introduction to Big Data 的评价和反馈

4.6
星
11,003 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

VG

Mar 25, 2018

Excellent learning opportunity to the concepts of Big Data and about the Hadoop ecosystem. Overall a wonderful learning experience with hands-on to get practical knowledge on the concepts learnt

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：

626 - Introduction to Big Data 的 650 个评论（共 2,500 个）

创建者 KAMASANI V R

•

Jun 16, 2020

This course gave me a deeper idea of Big Data and helped me in gaining knowledge.

创建者 Leonard K

•

Jun 15, 2020

Excellent course with practical examples of the theory exposed. Enjoyed very much

创建者 Swathi G K

•

Aug 15, 2019

The way they have explained is very understandable, good course for new learners.

创建者 Simon L

•

Jan 19, 2019

A great introduction to Big Data with a funny MapReduce exercise (for beginners).

创建者 Hasitha K

•

Nov 6, 2018

Excellent teaching, each and every topic is very clear and easily understandable.

创建者 Chenyang A

•

Feb 10, 2018

Very, Very informative, high-speed teaching. Requires full attention at all time.

创建者 Marquos S

•

Jan 22, 2018

Very Good introduction to Big Data Concepts using real life examples and problems

创建者 Linh N B

•

Sep 13, 2017

This course is really great for all student to begin learning about data science.

创建者 Muhammad B S

•

Nov 16, 2016

"Dhaado sutho mukhe dhaado wanton" ( Sindhi)

Very nice indeed i liked it very much

创建者 IQRA A

•

Nov 1, 2020

The course was amazing and easy to read. i learned so many things about big data

创建者 Shazzad H

•

May 3, 2020

It was definitely the best introductory course to BIgData. Thanks to UCSandiego.

创建者 Tariq A

•

Jan 2, 2020

“A great course – I received lots of information and lots of useful Information.

创建者 Eric E V S

•

Feb 20, 2019

It was a nice introduction to the subject. The last quiz was pretty lame though.

创建者 Izabela R

•

Aug 27, 2018

Provides a very good understanding of the topic if you have no background on it.

创建者 Devon E

•

Jul 13, 2018

Brilliant overview of the data landscape - The instructors are clear and concise

创建者 Sayed T S

•

Mar 2, 2017

It was a good course ,That's amazing.Every time increase my passion for learning

创建者 Olga Z

•

Aug 12, 2016

I enjoyed this course and happily displayed the Certificate on my LinkedIn page!

创建者 Budi S

•

Sep 18, 2020

the contents are well organized. Is a great introduction to the big data world.

创建者 Ashish S

•

Aug 6, 2020

It's a great course to get an understanding of the basic concepts of BIG Data.

创建者 Hamza A

•

Jul 29, 2020

A very warm and exciting introduction, looking forward to the upcoming modules.

创建者 Anubhav

•

Jun 24, 2020

Awesome learning experience. Basics are taught in the most intelligible manner.

创建者 Arun G

•

Aug 24, 2018

Well articulated. Gives the good amount of information at "Introduction" level.

创建者 Mike O

•

Apr 22, 2018

Excellant stuff - crunching all of Shakespeare in one hit in less than a minute

创建者 Jose F V

•

Oct 4, 2017

Niceeee, very theoretical at the beginning, a lot of hands on stuff at the end.

创建者 Hashir I

•

Aug 11, 2021

Interesting course with most professional teacher truly a wonderful experience