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
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：

1051 - Introduction to Big Data 的 1075 个评论（共 2,500 个）

创建者 Yash

•

Jun 17, 2020

Got meaningful insights to improve skills

创建者 Hari O U

•

May 26, 2020

Great learning both faculty was very good

创建者 Raj B

•

May 24, 2020

that was a fun while learning this course

创建者 Hrithik G

•

May 22, 2020

this course more help-full on basic level

创建者 Neha R

•

Jan 8, 2019

A must to start with course for beginners

创建者 V.V.L.N. S

•

Apr 9, 2018

Excellent course. Appreciate the faculty.

创建者 Antony C

•

Apr 5, 2018

Very nice introduction to Big Data field.

创建者 Vinay R K

•

Aug 15, 2017

Best Course for Introduction to Big Data.

创建者 nandhinisampath

•

May 18, 2017

This course is very useful for beginners.

创建者 Marco A M R

•

Aug 16, 2016

This is absolutely a hands on experience.

创建者 Aakash T

•

Oct 8, 2020

OSM TEACHER FOR TEACHING US THANKS A LOT

创建者 lavanya s

•

Aug 20, 2020

It is beneficial for the beginners level

创建者 249 S L

•

Aug 17, 2020

Awesome and a great course for beginners

创建者 sriabirami

•

Jul 26, 2020

wonderful experience in learning bigdata

创建者 Boobalan D

•

Jul 26, 2020

It's very useful for me and my education

创建者 Gracia B

•

Jul 5, 2020

Very interesting and useful information!

创建者 Alysson C

•

Jun 25, 2020

Great course to start to learn Big Data.

创建者 Venkatesh

•

May 24, 2020

A great introductory course to big data.

创建者 Matteo S

•

May 1, 2020

Very clear arguments and great professor

创建者 Eder M A

•

Mar 25, 2019

Good course to learn introduction terms.

创建者 Divya S

•

Apr 30, 2018

Interesting and just awesome. loved this

创建者 Leela P

•

Nov 10, 2017

IT WAS A GREAT EXPERIENCE...THANKS A TON

创建者 HONG H

•

Jun 3, 2017

very informational in this short course.

创建者 Frederico B

•

May 2, 2017

Great introductory course for Big Data .

创建者 Hector R

•

Jan 21, 2017

Great course!! Excellent for beginners!!