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
10,987 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

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.

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.

筛选依据：

1101 - Introduction to Big Data 的 1125 个评论（共 2,500 个）

创建者 Akshansh

•

Jul 24, 2020

LOVED THIS COURSE.HELPS TO LEARN A LOT

创建者 Anton R

•

Jun 15, 2020

Very good start with Big Data. Thanks.

创建者 Srinidhi R

•

May 20, 2020

Great Work by Ilkay Altintas and team.

创建者 Max D

•

May 20, 2020

Very usefull course in our modern life

创建者 Aditya S

•

May 19, 2020

good introduction course to start with

创建者 Clark H

•

Feb 3, 2018

Excellent introduction about big data.

创建者 Jeff Y

•

Sep 29, 2017

Great introductory course to Big Data!

创建者 Quan C

•

Jan 9, 2017

Some commands need small modifications

创建者 Beatrice C

•

Dec 13, 2016

Great introductory course to big data!

创建者 Jaemyeong E

•

Sep 5, 2016

Good introduction course for Big Data.

创建者 Asanka W

•

Aug 27, 2022

great course.earned lot of knowledge.

创建者 Md F

•

Aug 19, 2019

it is one of the best big data course

创建者 Swapnil D

•

Mar 11, 2019

Good to start with Big Data platform.

创建者 Seshu M

•

Jan 31, 2019

Good basics about Big Data and Hadoop

创建者 Jamshaid Y

•

Oct 14, 2018

Excellent learning, Keep it up please

创建者 Aman C

•

Mar 27, 2018

Best course to build the base strong.

创建者 Ismael S J

•

Nov 12, 2017

A FANTASTIC COURSE! TOTALLY WORTH IT!

创建者 Arnab S

•

Jul 18, 2017

Good introductory course for Big Data

创建者 Ganesh b

•

Sep 30, 2023

great courses but i need certificate

创建者 Deleted A

•

Oct 26, 2022

Very good, abundent useful content.

创建者 Chetas P

•

Apr 17, 2021

Nicely explained, easy to understand

创建者 K S J U

•

Jun 1, 2020

good knowledge sharing coursera team

创建者 B A K R

•

Oct 1, 2018

my basics are clear with this course

创建者 Dhanushka G R H

•

Nov 13, 2017

Thank you very much for good lecture

创建者 Prashant T

•

Oct 30, 2017

A good start with strong foundation.