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Types: SoBigData.eu: TrainingMaterial Formats: ZIP

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    SoBigData.eu: TrainingMaterial

    Private Efficiency - Effectiveness Trade-offs in Learning to Rank

    This tutorial provides an 'Introduction to Learning to Rank' and focuses on 'Dealing with the Efficiency/Effectiveness trade-off in Web Search'. Moreover, it provides two...
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    SoBigData.eu: TrainingMaterial

    Private Jupyter Notebooks

    King’s College London has developed complete stories around Jupyter Notebooks that form easy recipes for reproducible methods in social data science. Jupyter...
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    SoBigData.eu: TrainingMaterial

    Private Archive Crawling

    Web archives are typically very broad in scope and extremely large in scale. This makes data analysis appear daunting, especially for non-computer scientists. These...
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    SoBigData.eu: TrainingMaterial

    Private High Performance and Scalable Analytics Module

    Mining with big data or big data mining has become an active research area. Running current analytical methodologies and software tools on a single personal computer cannot...
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    SoBigData.eu: TrainingMaterial

    Private Data Visualisation and Visual Analytics Module

    This module provides an introduction to the concepts of vision and perception in order to design an effective data visualisation. Moreover, it provides insight into visual...
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    SoBigData.eu: TrainingMaterial

    Private Visual Analytics for Data Scientists

    Participants to this module shall -    Learn the principles and rules underlying the design of visual data representations and human-computer interactions -    Understand,...
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    SoBigData.eu: TrainingMaterial

    Private Archive Spark

    An Apache Spark framework for easy data processing, extraction as well as derivation for archival collections. Originally developed for the use with Web archives, it has now...
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    SoBigData.eu: TrainingMaterial

    Private GATE Course

    The material is the 2017 version of a week-long training course delivered annually by the GATE team. Over almost ten years, this course has been developed to provide basic and...
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    SoBigData.eu: TrainingMaterial

    Private Interactive Learning Environments

    King’s College London developed a variety of data science materials based on R and Python. R is a de facto standard in statistical computing and visualisation, while our...
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