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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
5,561 個評分
1,334 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.

篩選依據:

151 - 大数据导论 的 175 個評論(共 1,277 個)

創建者 Xin L

Oct 08, 2018

Good to start Big Data trip.

創建者 Mostafa M H M

Oct 25, 2018

Very good course

創建者 Gourav A

Oct 26, 2018

Great course!

創建者 Waqas R

Oct 27, 2018

Very good course and contents designed. Gives you a head start towards learning big data technologies. Instructors are way too good. Highly recommended.

創建者 José G d A L N

Oct 28, 2018

Excelente

創建者 Jitendra s

Oct 21, 2018

best course ever, for big data.

創建者 André G P

Nov 01, 2018

I really enjoyed the course, the classes are very well structured and the instructors have excellent teaching methods.

創建者 Sachin S

Nov 02, 2018

Introduction To Big DATA is a very nice course for those who want to learn the basics of Big Data and are interested in Data Science domain.

創建者 Moises R C

Aug 28, 2018

Excelente cuso

創建者 Md. N H

Aug 29, 2018

A great kick start on the Journey of my learning Big Data. Very decorous and beneficial. Recommended for Big Data enthusiasts.

創建者 Octave H

Aug 28, 2018

Great class, very clear and useful for beginners

創建者 Gustavo I M

Aug 28, 2018

an Introduction for big Data. Opened my mind for future uses in my life and my work

創建者 Sharjeel H

Aug 29, 2018

Great course.

創建者 Masood A

Aug 16, 2018

Nice platform with interesting sessions and course content.

創建者 Prashant N N

Aug 30, 2018

I liked the Step by Step instructions for MapReduce Program Assignment

創建者 Jamiil T A

Aug 16, 2018

It is absolutely an eye-opener course to take for a newbie to Big Data.

創建者 MANIDEEP A

Aug 16, 2018

its a very good course

創建者 Salvatore C

Jul 23, 2018

The course is really well done and provide all the basic concepts and notions that are required to start working with big data.

創建者 John C

Jul 27, 2018

Very educational. Good pace. The same material is presented in different ways to achieve best learning results. Can not wait to start the next course.

創建者 Nilesh C

Jul 25, 2018

awesome content. loved it.

創建者 Devon E

Jul 13, 2018

Brilliant overview of the data landscape - The instructors are clear and concise

創建者 Mhd K D

Jul 14, 2018

All the contents were explained in a great way, also each assignment was related to the topicamazing explanation, keep it up .

創建者 Juan P G M

Jul 17, 2018

Excelente para iniciar en el mundo del Big Data

創建者 Guven Y

Oct 09, 2017

Thnak you very much for putting this course together. I enjoyed a lot. Looking forward for the upcoming courses.

創建者 Hua W

Dec 23, 2017

This series of courses cover both big picture and technical details of big data application, which is really helpful to me to go into this field.