14 items found

Licenses: Other (Open) Types: SoBigData.eu: TrainingMaterial

Filter Results
  • Access required...

    ×

    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...
  • SoBigData.eu: TrainingMaterial

    Introduction to Data Curation

    This course is an introduction to data collection, data preparation & transformation and data analysis. It contains the essential concepts for a researcher in order to...
    • PDF
      The resource: 'Introduction to Data Curation' is not accessible as guest user. You must login to access it!
  • Access required...

    ×

    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...
  • Access required...

    ×

    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...
  • Access required...

    ×

    SoBigData.eu: TrainingMaterial

    Private SOS Online Abuse of Politicians

    The material is a 20 minute video presentation describing the GATE team's work investigating online abuse of UK politicians. The video comprises slides and a voice-over. The...
  • Access required...

    ×

    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...
  • Access required...

    ×

    SoBigData.eu: TrainingMaterial

    Private Database Module

    The 'Database Module' aims to introduce database analysis, focusing on DBMS architecture, Relational Models, SQL language and SQL nested queries. It is part of the Master in...
  • Access required...

    ×

    SoBigData.eu: TrainingMaterial

    Private Text Analytics and Opinion Mining Module

    The goals of this module are: - Have a general knowledge of text mining problems and methods. - Recognize situations in which Sentiment Analysis techniques can solve...
  • Access required...

    ×

    SoBigData.eu: TrainingMaterial

    Private Data Management for Business Intelligence Module

    This module provides an introduction to information storage and management performed in order to support business decisions of organizations. It is part of the Master in Big...
  • Access required...

    ×

    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...
  • Access required...

    ×

    SoBigData.eu: TrainingMaterial

    Private Data Mining and Machine Learning for Social Science

    An introductory course for data mining and machine learning for social science. The course focuses on presenting typical data mining and machine learning techniques by using a...
  • Access required...

    ×

    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,...
  • Access required...

    ×

    SoBigData.eu: TrainingMaterial

    Private Data Mining and Machine Learning Module

    The module provides an introduction to base concepts of data mining and knowledge extraction process, introducing analytical models and algorithms for clustering,...
  • Access required...

    ×

    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...
You can also access this registry using the API (see API Docs).