Name: Big Data Modeling and Management Systems
Brand: University of California San Diego
Availability: OnlineOnly
Rating: 4.4 (515 reviews)

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3,015 个评分

课程概述

Once you’ve identified a big data issue to analyze, how do you collect, store and organize your data using Big Data solutions? In this course, you will experience various data genres and management tools appropriate for each. You will be able to describe the reasons behind the evolving plethora of new big data platforms from the perspective of big data management systems and analytical tools. Through guided hands-on tutorials, you will become familiar with techniques using real-time and semi-structured data examples. Systems and tools discussed include: AsterixDB, HP Vertica, Impala, Neo4j, Redis, SparkSQL. This course provides techniques to extract value from existing untapped data sources and discovering new data sources. At the end of this course, you will be able to: * Recognize different data elements in your own work and in everyday life problems * Explain why your team needs to design a Big Data Infrastructure Plan and Information System Design * Identify the frequent data operations required for various types of data * Select a data model to suit the characteristics of your data * Apply techniques to handle streaming data * Differentiate between a traditional Database Management System and a Big Data Management System * Appreciate why there are so many data management systems * Design a big data information system for an online game company This course is for those new to data science. Completion of Intro to Big Data is recommended. 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. Refer to the specialization technical requirements for complete hardware and software specifications. 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 (except for data charges from your internet provider). Software requirements include: Windows 7+, Mac OS X 10.10+, Ubuntu 14.04+ or CentOS 6+ VirtualBox 5+....

501 - Big Data Modeling and Management Systems 的 515 个评论（共 515 个）

创建者 akhil r k

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Oct 24, 2016

I wish the courses are more project oriented. This is a very good introduction but, atleast you could provide some optional projects or some tasks.

创建者 Otto E

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Sep 20, 2021

The content is good but this course needs an extensive update of the course material (labs and power point presentations).

创建者 Ján M

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Apr 18, 2021

I spent a lot of time setting up VM, as packages from python and libreoffice wasn't working

创建者 Enric P C

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Feb 8, 2019

I have found this course less attractive to follow than other Big Data courses

创建者 Riccardo P

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Apr 20, 2018

Barely an introduction, it could be somehow merged with the course #1

创建者 VAIBHAV

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May 24, 2020

some concepts are too concisely explained to get on clearly

创建者 Lucas A H

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Jan 18, 2019

Too simple for a persona that's already in the BI industry

创建者 Joaquim P

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Jun 11, 2019

Too simple.

创建者 Andrey A

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Apr 16, 2021

Worst course I had ever. The hands-on materials are out of date. The teachers are not available for discussions. The course in unclear. Even, the final project description is ambiguous. Waste of time and money

创建者 Felipe D

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Feb 5, 2021

It uses technologies which has no support, and the activities where there are problems reported by the users, are days ago abandoned by the moderators.