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学生对 University of California San Diego 提供的 Introduction to Big Data 的评价和反馈

4.6
10,974 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.

AR

Mar 30, 2020

One of the best course to start learning new cutting-edge technology and to get deeper insights into Big Data. Thanks to the great instructors for amazing explanations of each module and e-materials.

筛选依据:

251 - Introduction to Big Data 的 275 个评论(共 2,498 个)

创建者 Ali A

Feb 17, 2018

The course gives in-depth details of introduction to big data, techniques and helps you getting started with informative lectures, interactive quiz and many other.

创建者 Naum S

Jul 3, 2017

Excellent intro course in Big Data world. However I do disagree with time estimation of 5hr to 6 hours per week. I spent double that, although it might be just me.

创建者 Alice V

Apr 11, 2017

Very helpful overview of all major topics around big data. Engaging, never boring. A couple of good framework to structure the various information around the topic

创建者 Trisha M P

Apr 24, 2022

Very challenging for people with no background of big data like me, but I enjoyed all the learnings and codings of hadooq. Thank you Ma'am Altintas and Sir Gupta!

创建者 Álvaro D

Jul 5, 2020

Very nice introductory course to some of the concepts reltaed to Big Data. The course was very clear, the instructors were good at explaining each of the lessons.

创建者 Sebastian W

Aug 15, 2016

I feel that the course helped me a lot in understanding what Big Data actually means and gave me an idea of how it's being handled. Well structured and explained.

创建者 Rashad H N

Dec 20, 2020

I have no background in computers. I am an accountant. This course helps you start learning from the basics. Wonderful course. Thank you so much for creating it

创建者 Rahul G

Jul 14, 2017

This course provides an excellent opportunity for those seeking to learn about Big Data. The content is really good and helpful to understand the basic concepts.

创建者 KIVANÇ Ö

Sep 22, 2020

Skilled academicians, high quality contents, easy to understand. Thank you very much. İlkay Hanım harikasınız, çalışmalarınızda bol şans ve başarılar diliyorum.

创建者 Sarah A

Aug 22, 2020

I can say that I am more than overwhelmed by this course. Although it is a lot of information, it certainly was well thought out to help you start in Big Data.

创建者 Alan P T

Jul 15, 2020

The course really helps to understand the foundations. Nevertheless, it is desirable to have more activities. Also, certain things need to be better explained.

创建者 HARMANDEEP S H S

Jun 19, 2020

very basic course but very important as it helps to understand the flavor of Bigdata, Mapreduce and it introduces to cloudera and some real hands on sessions.

创建者 Deepak G

Aug 17, 2016

excellent course, very easy to understand,

Hats off to Madam Ilkay Altintas and Sir Amarnath Gupta for explaining the big data concepts in such a simple way .

创建者 Solangaarachchige M

May 1, 2020

Thank you very much for conducting this course in a descriptive and understandable way. I have learnt new concepts in big data. Practical sessions were great.

创建者 Jonathan J A A

Oct 9, 2016

this course provides with a very good Introduction to Big data, concepts are clear and the detail provided is a good start point to continue learning about it

创建者 Julian B

Jan 23, 2024

great overview of the key concepts of Big Data, including some explanation of cloud computing and Hadoop MapReduce etc. Excellent introduction to the topics

创建者 Mohit P L

Sep 28, 2020

A really good course , we learn from the basics . Its tells us about data, its types and how they can be utilized to get insights . Various ways and tools .

创建者 M A p

Jun 7, 2020

its very interesting to learn,and i learn more topics in big data, thanks for the beginners and your teaching way is very easily to understand thanking you.

创建者 Ben S

Jun 9, 2018

Great course. Slides need a lot of work. I had the professor at 1.25 to 1.5 speed cause she talk so slow. Besides the speed of talking...course was awesome!

创建者 Kondaveeti S p

Aug 9, 2020

The course is good and content is fine the videos are understandable

topics in course also ok, I find course is challenging.

but over all the course is good!

创建者 Amit G

Apr 20, 2021

Excellent content and explanation. Couldn't be better than this course. I feel really motivated to do more courses and gain more knowledge about big data.

创建者 Renjit K S

Jun 2, 2020

Wonderful explanation of concepts, simple, precise and effective. Looking forward to other courses in the curriculum of Big Data Specialization. Thanks!!!

创建者 Tarun S

Feb 10, 2018

Its a new technology for me to learn. Try my best to pursue my career in this field. Course Contents are good, Instructors explain the contents very well.

创建者 Santiago S V

Aug 24, 2020

It's a great way to start to get into the Big Data world. It let you to understand how the things happen and they have been include in hour daily basics.

创建者 Raghava P

May 3, 2020

It has set a proper foundation for me into Big data, The last course was just stepping into real work and made me curious to continue the course further.