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Big Data Systems (WT 2019/20) - tele-TASK

Big Data Systems (WT 2019/20) - tele-TASK

Prof. Dr. Tilmann Rabl

The amount of data that can be generated and stored in academic and industrial projects and applications is increasing rapidly. Big data analytics technologies have established themselves as a solution for big data challenges to the scalability problems of traditional database systems. The vast amounts of new data that is collected, however, usually is not as easily analyzed as curated, structured data in a data warehouse is. Typically, these data are noisy, of varying format and velocity, and need to be analyzed with techniques from statistics and machine learning rather than pure SQL-like aggregations and drill-downs. Moreover, the results of the analyses frequently are models that are used for decision making and prediction. The complete process of big data analysis is described as a pipeline, which includes data recording, cleaning, integration, modeling, and interpretation. In this lecture, we will discuss big data systems, i.e., infrastructures that are used to handle all steps in typical big data processing pipelines.
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FAQ

How many episodes does Big Data Systems (WT 2019/20) - tele-TASK have?

Big Data Systems (WT 2019/20) - tele-TASK currently has 21 episodes available.

What topics does Big Data Systems (WT 2019/20) - tele-TASK cover?

The podcast is about Courses, Podcasts and Education.

What is the most popular episode on Big Data Systems (WT 2019/20) - tele-TASK?

The episode title 'Graph Processing Systems' is the most popular.

What is the average episode length on Big Data Systems (WT 2019/20) - tele-TASK?

The average episode length on Big Data Systems (WT 2019/20) - tele-TASK is 83 minutes.

How often are episodes of Big Data Systems (WT 2019/20) - tele-TASK released?

Episodes of Big Data Systems (WT 2019/20) - tele-TASK are typically released every 5 days.

When was the first episode of Big Data Systems (WT 2019/20) - tele-TASK?

The first episode of Big Data Systems (WT 2019/20) - tele-TASK was released on Oct 15, 2019.

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