-
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!
-
DOCX
-
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... -
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!
-
PDF
-
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!
-
PDF
-
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!
-
PDF
-
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... -
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!
-
PDF
-
Information Retrieval Module
Study, design and analysis of IR systems which are efficient and effective to process, mine, search, cluster and classify bigdata document collections, coming from textual as...-
PDF
The resource: 'Introduction' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Parsing' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Crawling' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Query Processing' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Index Construction: Sorting' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Random Walks, Ranking and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Random Walks, Ranking and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Topic Annotation: Concepts ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Document Compression and ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Document Compression and ...' is not accessible as guest user. You must login to access it!
-
PDF
-
Business Data Analytics Course
The training material provided by the University of Tartu is about the Business Data Analytics course. This course is meant for students as a hands-on experience for solving...-
PDF
The resource: 'Introduction' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Visualisation' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Customer Segmentation' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Customer Lifecycle Management' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Customer Lifecycle ...' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'A \ B Testing' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Cross Selling and Upselling' is not accessible as guest user. You must login to access it!
-
PDF
The resource: 'Process Mining' is not accessible as guest user. You must login to access it!
-
PDF
-
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... -
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!
-
PDF
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!
-
PDF
-
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!
-
PDF
-
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!
-
PDF
-
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!
-
PDF
-
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!
-
ZIP
-
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!
-
PDF
-
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!
-
PDF
-
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!
-
mp4
-
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!
-
PDF
-
Epidemics and city. How mobility and well being changed with COVID19 era
How did the COVID-19 epidemics change our mobility habits, and how did it impact on people’s well-being and on the virus transmissibility? In the first webinar of the seminar...-
HTML
The resource: 'Epidemics and the city: ...' is not accessible as guest user. You must login to access it!
-
HTML
