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

MZ

Aug 23, 2017

The Great Course offered. I had tried many resources before knowing about this one about big data. but couldn't understand exactly about it. But now I'm comfortable about my knowledge of big data

PB

May 24, 2018

A step by step approach stating from basic big data concept extending to Hadoop framework and hands on mapping and simple MapReduce application development effort.Very smooth learning experience.

筛选依据：

1276 - Introduction to Big Data 的 1300 个评论（共 2,500 个）

创建者 Meenakshi T

•

Aug 3, 2021

Loved the way they taught

创建者 FERNANDO S V

•

Jul 27, 2020

It was a very good course.

创建者 Zawiyah S

•

Jul 19, 2020

I really enjoy this course

创建者 SOWBHAGYA S

•

Jul 15, 2020

the course was very useful

创建者 Tayeeba T 1

•

May 21, 2020

It is a good course indeed

创建者 Nilesh C

•

Jul 25, 2018

awesome content. loved it.

创建者 Santiago E L

•

Dec 19, 2017

Excellent. Just Excellent.

创建者 Anne T

•

Jun 21, 2017

Awesome great introduction

创建者 Truoc P

•

Feb 23, 2017

Very details and very cool

创建者 Seetha R S

•

Jan 31, 2017

Excellent teaching skills.

创建者 ftdanielriera

•

Nov 14, 2016

Excellent!!!

New knowledge

创建者 mahdi n

•

Nov 7, 2016

Introduction to Big Data !

创建者 Đạt N

•

Jan 31, 2022

it's so good for beginner

创建者 Ahmad Q

•

Jun 20, 2021

get step one to big World

创建者 Ansh B

•

Apr 26, 2021

like the course structure

创建者 AZAD A M

•

Dec 30, 2020

Recommended for Beginners

创建者 milon a

•

Sep 15, 2020

Very good learning course

创建者 Rohit V

•

Jul 29, 2020

it was a womderful course

创建者 Mamatha T

•

Jun 3, 2020

Good course for beginners

创建者 Alfonso A C M

•

May 6, 2020

Useful and great concepts

创建者 Ahmed Y K

•

Aug 6, 2019

very informative. thanks!

创建者 devvrat j

•

May 18, 2019

very nice and informative

创建者 Jorge d l C

•

Feb 7, 2019

Great!! Love your lessons

创建者 Ivan S

•

Oct 14, 2018

Excelent course to start.

创建者 Francisco J B A

•

Jul 4, 2018

Very good as introduction