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

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：

1201 - Introduction to Big Data 的 1225 个评论（共 2,500 个）

创建者 Abu R

•

Jun 9, 2017

It is a great foundation course

创建者 Bruce L

•

Jun 5, 2017

Great Introduction to Big Data!

创建者 Bartosz S

•

May 5, 2017

Very good, well written course.

创建者 Jorge C

•

Apr 18, 2017

Excellent course for beginners!

创建者 Sriram V

•

Aug 13, 2016

I am very thankful to you guyss

创建者 Kinjal M

•

Aug 9, 2016

It was nice n great experience.

创建者 RENNETTI G

•

Apr 24, 2022

Well, a couse very interesting

创建者 Fuad A

•

Oct 8, 2021

this is very powerfull course

创建者 Raja S

•

Aug 12, 2020

Very good Course for beginners

创建者 SAHIL

•

Jul 10, 2020

The Course was truely fabulous

创建者 Aditya G

•

Jun 23, 2020

Good Beginner friendly course.

创建者 Deva V A R P

•

Nov 18, 2019

Really Helpful for Beginners..

创建者 Rashid Q

•

Nov 5, 2019

Great Introduction to Big Data

创建者 Mahanthaswamy M

•

May 6, 2018

This is very good basic course

创建者 Manvik S

•

Nov 21, 2017

excellent course for beginners

创建者 Darryl W

•

Jun 27, 2017

Great introduction to Big Data

创建者 akash j

•

May 12, 2017

Great course to take you ahead

创建者 Harshdeep S

•

May 8, 2017

Easy to learn and implement...

创建者 Guillermo A A

•

Apr 16, 2017

completo, concreto y práctico.

创建者 Julia P

•

Jan 30, 2017

Great class, I'm continuing on

创建者 David V

•

Nov 2, 2016

Excellent Introduction Course!

创建者 Zenobia B

•

Oct 14, 2016

Very good. It was challenging.

创建者 Billy P

•

Aug 14, 2016

better the second time around.

创建者 BERJIN B V

•

Jun 13, 2022

very good course for beginner

创建者 Jack D

•

May 30, 2022

Very detail and well designed