32 items found

Filter Results
  • TrainingMaterial

    Social Network Analysis

    Social Network Analysis course @ Master SoBigData This course introduces students to the theories, concepts and measures of Social Network Analysis (SNA), that is aimed at...
    • PDF
      The resource: 'Slides' is not accessible as guest user. You must login to access it!
    • The resource: 'Exercise R' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Social Network Analysis with Python

    This set of tutorials provides an introduction to Social Network Analysis in Python with networkx. Topics covered: Introduction to NetworkX NDlib: Network Diffusion library...
    • ipynb
      The resource: 'Introduction to NetworkX' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'NDlib tutorial' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'NDlib-REST tutorial' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Community Discovery' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Introduction to Data science for Social Scientists

    This course, initially designed for social scientists, covers several topics of data science. Python programming Data Cleaning and Transformation Classification Clustering...
    • ipynb
      The resource: 'Python Basics' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Python Basics - Exercise' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Data Manipulation in Pandas' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Data Manipulation in ...' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Case Study: Titanic data ...' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Clustering' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Case study: Titanic Clustering' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Classification' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'Case study: Titanic ...' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Titanic Dataset' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Unnamed resource' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Can Big Data Bridge Gaps in Migration Statistics

    Traditional statistical data on international migration suffers from the problems (gaps) of inconsistency in definitions, differences in geographical coverages, absence of...
    • HTML
      The resource: '"Can Big Data Bridge Gaps ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Explaining Explanation Methods

    The most effective Artificial Intelligence (AI) systems exploit complex machine learning models to fulfill their tasks due to their high performance. Unfortunately, the most...
    • HTML
      The resource: 'Explaining Explanation Methods' is not accessible as guest user. You must login to access it!
  • 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!
  • TrainingMaterial

    Second SoBigData Plus Plus Awareness Panel R. I. Platforms Data Protection an...

    This webinar, which took place on 10 November 2020, was aimed at exploring the theme of data protection and intellectual property issues in platforms. The first speaker was...
    • HTML
      The resource: 'Second SoBigData++ ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Data Inquiries Initiative

    The Data Inquiries Initiative (http://datainquiries.publicdatalab.org/) proposes a new way to do research with data and to teach data literacy. It suggests, in particular, to...
    • .pdf
      The resource: 'Data Inquiries Course ...' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Data Inquiries Course ...' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Data Inquiries Course Syllabus' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Data Inquiries Course Data ...' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Data Inquiries Course ...' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Data Inquiries Course ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    SoBigData Plus Plus e-infrastructure

    In this webinar, we introduce you to the SoBigData R.I. Are shown the main features of the SoBigData R.I. It is explained how to integrate a new method, how to execute an...
    • HTML
      The resource: 'SoBigData++ e-infrastructure' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Webinar Introduction' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'SoBigData e-Infrastructure' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Execute an experiment' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Integrate a new Method' is not accessible as guest user. You must login to access it!
    • .pdf
      The resource: 'Integrate a new Dataset' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Complex Network Analysis Lecture

    These slides are for a lecture “Network analysis”, of 851-0585-38L Data Science in Techno-Socio-Economic Systems course presented in the spring semester 2021 at ETH Zurich....
    • PDF
      The resource: 'Lecture' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Tutorial on Learning To Rank

    Efficiency/Effectiveness Trade-offs in Learning to Rank” tutorial by Claudio Lucchese and Franco Maria Nardini at the European Conference on Machine Learning and Principles...
    • DOCX
      The resource: 'Instructions' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Slides-Part1' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Slides-Part2' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Slides-Part3' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'HandsOn-1' is not accessible as guest user. You must login to access it!
    • ipynb
      The resource: 'HandsOn-2' is not accessible as guest user. You must login to access it!
    • tar.gz
      The resource: 'Hands-On 1/2, QuickRank ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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...
    • PDF
      The resource: 'Module 1 - Introduction to ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 1 - Hands-on materials' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 1 - Introduction to ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 1 - Introduction to ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 1 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 1 - Advanced JAPE' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 1 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 2 - Crowdsourcing ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 2 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 2 - GATE Mímir and ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 2 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 2 - Introduction to ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 2 - Classification ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 2 - Classification ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 2 - GATE ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 2 - Chunking - ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 2 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 3 - GATE and Social ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Hands-on materials for ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 4 - Advanced GATE ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 4 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 4 - Opinion Mining' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 4 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 5 - The GATE ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 5 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 5 - Creating new ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 5 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 5 - Advanced GATE ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 5 - Advanced GATE ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 5 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 6 - Applications - ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 6 - Applications - ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 6 - Applications - ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 6 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 6 - Entity Linking' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 6 - JAPE Practical ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Module 6 - Hands-on ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Module 6 - Summarisation ...' 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!
    • PDF
      The resource: 'Classification' is not accessible as guest user. You must login to access it!
    • PDF
      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!
    • PDF
      The resource: 'Exemplar Projects on ...' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    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,...
    • PDF
      The resource: 'Introduction to Visual ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Using Partition-based ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Visual Analytics of ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Visual Analytics of ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Use of Density-based ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Use of Density-based ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Analysis of Mobility ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Analysis of Mobility ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Further Abilities and ...' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Data Import and Export in ...' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises for the Visual ...' 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!
    • PDF
      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 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...
    • PDF
      The resource: 'Introduction' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Visual Variables ' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Web Visualisation' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Visual Analytics and D3.js' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Geolocalisation' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Layouts' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'Exercises and Code Repository' is not accessible as guest user. You must login to access it!
    • ZIP
      The resource: 'IPhython Notebooks' 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!
    • PDF
      The resource: 'Hadoop Patterns' is not accessible as guest user. You must login to access it!
    • PDF
      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!
    • ZIP
      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

    Data Journalism and Story Telling

    The module aims to teach how to present the knowledge extracted from big data using multimedia story telling. It also shows some of the most recent and meaningful experiences...
    • PDF
      The resource: 'Lesson 1: Introduction' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Lesson 2: Data Sources' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Lesson 3: Data Cleansing' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Lesson 4: Visual Language ...' is not accessible as guest user. You must login to access it!