The virtual course "Big Data modeling and management systems - Virtual Course - Coursera", is a course with different contents and that offers video classes of Approx. 13 hours to complete. Explore its essential features, and click the orange button to get detailed information on the Coursera e-Learning platform
Once you've identified a big data problem 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 appropriate management tools 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'll become familiar with the 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 for extracting 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 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 appropriate to the characteristics of your data * Apply techniques for handling streaming data * Differentiate between a traditional database management system and a database management system of big data * Appreciate why there are so many data management systems * Design a big data information system for an online gaming company This course is for those new to data science.
It is recommended to complete Introduction to Big Data.
No prior programming experience is necessary, although the ability to install applications and use a virtual machine is required to complete the hands-on tasks.
See the technical specialization requirements for complete hardware and software specifications.
Hardware requirements: (A) Quad-core processor (VT-x or AMD-V support recommended), 64-bit; (B) 8GB of RAM; (C) 20 GB free disk.
How to find your hardware information: (Windows): Open System by clicking the Start button, right-click Computer, and then click Properties; (Mac) - Open the overview by clicking the Apple menu and clicking "About This Mac."
Most computers with 8 GB of 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 is based on various open source software tools, including Apache Hadoop.
All required software can be downloaded and installed free of charge (except data charges from your internet provider).
Software requirements include: Windows 7+, Mac OS X 10.
10+, Ubuntu 14.
04+ or CentOS 6+ VirtualBox 5+.
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*You save up to USD$500 in 12 months, when you go from paying USD$59 for a monthly subscription, to an annual subscription with the promotion. The normal annual subscription is USD $399. With the promotion you will only pay USD $299. Find out everything by clicking the yellow button.
University of California at San Diego
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