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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

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11,003 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

VG

Mar 25, 2018

Excellent learning opportunity to the concepts of Big Data and about the Hadoop ecosystem. Overall a wonderful learning experience with hands-on to get practical knowledge on the concepts learnt

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.

筛选依据：

676 - Introduction to Big Data 的 700 个评论（共 2,500 个）

创建者 Everton R

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Nov 5, 2016

An introductory course with lots of usufel information. It is a great start!

创建者 Dhrumil P

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Sep 11, 2016

If you're new and an aspirant to the Big Data field, This Course is for you!

创建者 C D R

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Jun 26, 2020

feeling happy to learn new concepts which is very use full to an programmer

创建者 Chika E

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Jun 23, 2020

This is a awesome course. Really enjoyed it and learned a lot of new skills

创建者 Kumar A

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Apr 18, 2020

Very good foundational course with simple and easy explanation of concepts.

创建者 Srinath M

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Sep 9, 2019

Concepts were well explained with relevant examples, and practice sessions.

创建者 Saravana B

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Oct 7, 2018

Really good for beginners. Covers very important topics and well explained.

创建者 pedro

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Sep 1, 2018

Absolutely great! Much appreciated lessons and hands-on! Truly recommended!

创建者 Akshay P

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May 8, 2017

A good overview of data science. I especially liked the hands on exercises.

创建者 Shirish P

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Feb 27, 2017

Great intro for beginners to Big Data world. the pace of course is perfect.

创建者 Bhaskar P

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Jul 9, 2021

Good course for introduction to Big Data. Easy to understand the concepts.

创建者 Hong L G

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May 24, 2021

Very comprehensive training, i love the step-by-step approach, no rush. :)

创建者 KARAVOKYRAKOU M

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Jan 25, 2021

Excellent presentation. The last part , 3rd week, was the greatest of all.

创建者 Hashaam M

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Sep 17, 2020

Excellent knowledgeable course to start your career as Big Data Specialist

创建者 Zhifan N

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Apr 27, 2020

The first two weeks are a little bit long-winded, but generally is helpful

创建者 Pranav M

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Feb 19, 2020

one the most interesting and filled with knowledge intro i have ever seen

创建者 Mary G

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Nov 14, 2018

Excellent course. Very helpful in introducing Big Data concepts and Hadoop

创建者 Kader Y

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Oct 12, 2016

Great introduction, very detailed and aligned with my expectations.

Thanks!

创建者 Vaibhav K T

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Jan 14, 2022

VERY GOOD COURSE, GAVE INSIGHT INTO WHY & HOW BIG-DATA STUDY IS IMORTANT.

创建者 JATIN J S

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Oct 7, 2021

very helpful course... covers all basic big data information for starters

创建者 Emanuel M S

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Aug 7, 2021

Excelente curso!

Muito bem lecionado e distribuído ao longo das 3 semanas.

创建者 Hem A

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Oct 23, 2020

It is great learning during the course. loved it. Thanks , loads of love.

创建者 Rommel O K

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Aug 30, 2020

very instructive, and motivating to learn more and understand new concept

创建者 SHANGEETHA C R 1

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May 1, 2020

This course was very useful and have gained knowledge related to big data

创建者 Monica S

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Nov 4, 2017

Very informational class. I really enjoyed the information and projects.