If you would like to learn more about KNIME, please check out our learning materials. We have made a large range of materials available on a variety of different media channels: books, whitepapers, the KNIME TV channel on Youtube, and of course the KNIME courses and webinars.
Basic KNIME
KNIME Website:
- Installation Guide
- KNIME Interactive Views
- List of KNIME Nodes and Features
- KNIME Extensions on Labs
- 7 things to do after installing KNIME Analytics Platform
Books:
- KNIME Press: KNIME Beginner's Luck
- PACKT Publishing: KNIME Essentials
KNIME TV on Youtube:
- Playlist "KNIME Starter Kit"
- Playlist "Basic KNIME"
- New Database Connectors (KNIME 2.10) (including DB Connectors to Hadoop Hive)
- New Database Nodes and Big Data Extension Nodes in KNIME 2.11
- Improvements in Excel nodes as part of the "What's New" talk at UGM 2014
Courses and Webinars:
- Introduction to Data Analytics with KNIME by Rosaria Silipo, published by O'Reilly Media
- Basic User Training
- KNIME Online Self-Training
Advanced KNIME
Books:
KNIME TV on Youtube:
- Playlist "Advanced KNIME"
- File Access via File System, URLs, and workflow relative URLs
- Recursive Loop as part of the "What's new" talk at UGM 2014
- The Open Street Map Plugin as part of the "What's new" talk at UGM 2014
- New Rule Engine node and Rule Based Filter node as part of the "What's new" talk at UGM 2014
- Try-Catch and error handling as part of the "What's new" talk at UGM 2014
- JSON Integration
- Building a basic Model for Churn Prediction
Courses and Webinars:
- Introduction to Data Analytics with KNIME by Rosaria Silipo, published by O'Reilly Media
- Advanced User Training
Whitepapers:
Reporting
Books:
- KNIME Press: "KNIME Beginner's Luck"
- KNIME Press: "The KNIME Cookbook"
KNIME TV on Youtube:
Courses and Webinars:
- Introduction to Data Analytics with KNIME by Rosaria Silipo, published by O'Reilly Media
- Basic and Advanced User Training
- KNIME Press: "The KNIME Cookbook"
KNIME Server
KNIME Website:
KNIME TV on Youtube:
- Playlist The KNIME Server Webinar
- Video: "What's new in KNIME 2.6 Server"
- Versioning in KNIME Server as part of the "What's new" talk at UGM 2014
- New Features in Web Portal as part of the "What's new" talk at UGM 2014
Courses and Webinars:
Data Mining
Books:
- Springer: Michael Berthold et al., "Guide to Intelligent Data Analysis", Springer
- Wiley: Dean Abbott, "Applied Predictive Analytics", Wiley
KNIME TV on Youtube:
- Video recording of "Creating and (Modifying) Predictive Models with PMML" Webinar, May 6 2014
- Nodes for Modular PMML. Update to previous video.
- Video recording of "strategies for building Predictive Models" Webinar, Apr 9 2014
- DBSCAN, Target Shuffling, and kNN from "What is new in KNIME 2.11" webinar Dec 11 2014
- Building a basic Model for Churn Prediction
Courses and Webinars:
- Slides of the "Strategies for building Predictive Models" webinar, Apr 9 2014
- Data and Text Mining (BLENDED) by Prof. Fabio Stella, Università di Milano Bicocca (in Italien)
- Pathway in Introduction to Data Mining by Prof. Fabio Stella, Università di Milano Bicocca
Web, Text and Network Analysis
KNIME TV on Youtube:
- New Twitter and Google API nodes (KNIME 2.10)
- Improvements in Text and Network Analytics (KNIME 2.10)
- Playlist from the "Text Mining" Webinar
- Improvement in Text Minig as part of the "What's new" talk at UGM 2014
Whitepapers:
- Geolocalization of KNIME Downloads as static report and as a movie
- Analysing the web from start to finish: Knowledge Extraction from a web Forum using KNIME
- Usable Customer intelligence from Social Media Data: Network Analytics meets Text Minig
- Usable Customer intelligence from Social Media: Clustering the social Community
- The KNIME Text processing Feature: An introduction
- Social Media, Recommandation Engines and Real Time Model Execution with KNIME and ADAPA
Courses and Webinars:
Image Processing
Chemistry in KNIME
KNIME TV On Youtube:
Courses and Webinars:
R, SAS, and Python
KNIME TV On Youtube:
- Python Integration
- Tutorials about the new R interactive nodes in KNIME
- Playlist from "R and KNIME the Best of two World" Webinar
- Playlist from "Leveraging SAS with KNIME" Webinar
- R Statistics Integration as part of the "What's New" talk at UGM 2014
Books:
- KNIME Press: The KNIME Cookbook The R Chapter
- KNIME Press: "The KNIME Booklet for SAS Users"
Courses and Webinars:
- "R and KNIME: The Best of Two Worlds" Webinar:
Slides and Example Workflows from "Chemistry in KNIME" Webinar1.79 MB - "Leveraging SAS with KNIME" Webinar: Workflows, data, and slides
Big Data
Whitepapers:
KNIME on SlideShare:
Courses:
- Machine Learning With Big Data by University of California, San Diego, hosted by Coursera
Whitepapers:
Node Development