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Big Data Modeling and Management Systems

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.

Created by University of California San Diego


What you’ll learn

From this educational opportunity you will improve the skills required by employers these days. The most relevant technique within the educational resource that is commonly mentioned by companies is Data Analysis. The most in demand tool is Hadoop. You will also learn about Programming Skills, a trait often included in job descriptions.

Who will benefit?

Comparing content from this educational resource with nearly 10,000 data-related job maps, we find that those interested in Data Scientist roles would benefit the most.