12 items found

Licenses: Other (Open) Tags: Text mining

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  • 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...
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      The resource: 'Introduction to Data Curation' is not accessible as guest user. You must login to access it!
  • Dataset

    Wikinews dataset

    This dataset consists of a sample of 365 news published by Wikinews from November 2004 to June 2014 and annotated with about 5000 entities, each associated with a saliency...
    • JSON
      The resource: 'entity-saliency' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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,...
    • PDF
      The resource: 'Introduction' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Case Studies Outline' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Data Preparation and ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Clustering' is not accessible as guest user. You must login to access it!
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      The resource: 'Classification' is not accessible as guest user. You must login to access it!
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      The resource: 'Machine Learning and Data ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Fraud Detection' is not accessible as guest user. You must login to access it!
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      The resource: 'Exemplar Projects on ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • PDF
      The resource: 'Data Manipulation' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Data Manipulation with AWK' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Data Manipulation with MySQL' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Data Visualisation and ...' is not accessible as guest user. You must login to access it!
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      The resource: 'Graphical Analysis with ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Introduction to Machine ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Classification and ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'K-Nearest Neighbour Classifier' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Unsupervised Data Mining - ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Unsupervised Density-based ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Mining the Social Web - ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Tracking Language Mobility ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • PDF
      The resource: 'Introduction to Data ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Data Analysis using ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Extract, Transform and ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'On-Line Analytical ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • PDF
      The resource: 'Introduction to Parallel ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Introduction to Hadoop' is not accessible as guest user. You must login to access it!
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      The resource: 'Hadoop Patterns' is not accessible as guest user. You must login to access it!
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      The resource: 'Remote Connection and HDFS' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises for Remote ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Introduction to Spark' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises for Introduction ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Introduction to Spark SQL' is not accessible as guest user. You must login to access it!
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      The resource: 'Exercises for Introduction ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Hadoop Ecosystem and ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Data Mining with Spark (MLLIB)' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises for Data Mining ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • mp4
      The resource: 'SOS Online Abuse of ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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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      The resource: 'Rstudio docker image' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'VirtualBox' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Swirl courses' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • PDF
      The resource: 'Introduction to Database ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Relational Model Module' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Database SQL Module' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Inner Queries and Views Module' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • PDF
      The resource: 'Introduction' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Workflow of a Sentiment ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Text Indexing' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Machine Learning' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Language Models' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Regression' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Spam Detection' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • PDF
      The resource: 'Introduction to Learning ...' is not accessible as guest user. You must login to access it!
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      The resource: 'Dealing with the ...' is not accessible as guest user. You must login to access it!
    • python
      The resource: 'Hands-on Session 1 ' is not accessible as guest user. You must login to access it!
    • python
      The resource: 'Hands-on Session 2 ' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Publicly available ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Istella Learning to Rank ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • ZIP
      The resource: 'Historical Cultures Repository' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Prediction Modelling ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Social and Cultural ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Social Sensing Repository' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Visual Arts Repository' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Ananke Guide' is not accessible as guest user. You must login to access it!
    • mp4
      The resource: 'Ananke Guide Video' is not accessible as guest user. You must login to access it!
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