Class details

Institution

Polytechnic Institute of Setúbal

Course

Bioinformatics

Degree

Undergraduate

Semester / Year

Fall, 3rd year

Person responsible

Raquel Barreira

Class duration

3rd October 2022 - 31st January 2023

Research areas

  • Human Contribution to Artificial Intelligence

Contents of this class:

  1. History and context; Overview of Big Data technology; Science data; Search, indexing and memory

  2. Large Scale Storage System; MapReduce and Hadoop; Relation to current databases, streams , algorithms, extensions and languages; Parallel query processing and computational analysis of statistics ; Key - value storage; Comparing SQL databases and non-SQL​

  3. Visualization of computational results; Sources of data, privacy, ethics and governance​

  4. Analysis of graphs: structure , crossings , computational analysis, PageRank, recursive queries, semantic web, advertising and recommendation systems on the internet


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