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返回到 大数据导论

學生對 加州大学圣地亚哥分校 提供的 大数据导论 的評價和反饋

4.6
5,625 個評分
1,344 個審閱

課程概述

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+....

熱門審閱

HM

Sep 09, 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.

RG

Jul 14, 2017

First of all i would like to take this opportunity to thanks the instructors the course is well structured and explained the foundations with real world problems with easy to understand the concepts.

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51 - 大数据导论 的 75 個評論(共 1,285 個)

創建者 Liliana d C C M

Mar 16, 2019

Un curso excelente

創建者 Guillermina S

Mar 16, 2019

Good introduction (not very technical), takes a day to complete with velocity 1.75x

創建者 CHANDAN K

Mar 01, 2019

Nicey introduced to

創建者 Ahmed R

Mar 21, 2019

Recommended to my colleagues in my department.

創建者 Eder M A R

Mar 25, 2019

Good course to learn introduction terms.

創建者 Satwinder S

Mar 28, 2019

A very good informative course.

All the Basics concepts are represented very well. Like this course too much.

創建者 Ali S

Dec 20, 2018

this was a great short course for starters in big data analytics and hadoop. the teachers had an excellent in depth knowledge of their field and they communicated it a very learner and professional manner.

創建者 MATHUMITHA .

Dec 04, 2018

Everything was explained in brief manner with day to day examples . Thanks to Ilkay Altintas and Amarnath Gupta for their clear cut explanations and also my reviewers for my assignments . Such an awesome course for beginners. Ample amount of time was given to finish this course successfully

創建者 Nishit P

Dec 06, 2018

This is a great introduction to Big data as well as introduction to tools related to big data.

創建者 Siddhant Y

Dec 25, 2018

Great course! Detailed explanations in the basics of Big Data! Keep it up!!!

創建者 Kosala W

Dec 09, 2018

Superb introduction to the concepts of Big data for total newcomers with a simple hands on exercise at the end. Well done team!

創建者 Shesh S

Dec 09, 2018

Excellent introduction to the world of Big Data

創建者 Mic T

Dec 11, 2018

This is an excellent course! The teachers are wonderful and the course design is very good! Highly recommended if you are new to Big Data!

創建者 Tejprakash U

Dec 10, 2018

course is well designed and structured.

創建者 Lucas R P

Nov 28, 2018

Very good course!

創建者 Mohamed S

Apr 04, 2019

I have benefited greatly from this course, which is a powerful start to the big data field

創建者 Pedgilba

Apr 05, 2019

Simplemente muy bueno

創建者 AMEEN H A B

Apr 04, 2019

Great

創建者 ashishverma

Apr 07, 2019

nice course

創建者 marella s r

Apr 08, 2019

nice

創建者 Vivek T

Apr 08, 2019

this is really a fantastic course in Big data and data science. the instructor is so nice and the content is quite good.

創建者 Ilya P

Jan 24, 2019

Great course for those who just start understanding Big Data and Data Science.

創建者 Jorge d l C

Feb 07, 2019

Great!! Love your lessons

創建者 Vidula A

Feb 20, 2019

Excellent Course

創建者 Km S S

Jan 13, 2019

It was awsome.