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KNIME User Training Agenda
February 23 - 24, 2015, Berlin, Germany
Monday, February 23, 09:00 – 17:00 + Dinner at 18:30
Day 1
Breakfast and
Introductions
9:00 – 10:00
Getting Started with
KNIME
10:00 – 10:15
Reading Data
10:15 – 10:45
10:45 – 11:00
Data Manipulation
&
Data Aggregation
11:00 – 12:00
12:30 – 13:30
Visualization
&
Highlighting
13:00 – 13:45
Data Mining
13:45 – 14:45
14:45 – 15:00
Flow Variables
15:00 – 16:00
Exporting Data
16:00 – 17:00
18:30
Coffee, Croissants, and a chance to chat
Introduction
Installing KNIME
The KNIME Workbench
Preview of the “Next Best Offer” workflow
Data Source nodes
Reading files
Connecting to a database
Break
Data manipulation nodes
Aggregation (GroupBy & Pivot)
Data integration, joining
Lunch
Interactivity, Highlighting
Interactive view nodes
Other highlighting nodes
JFreeChart in KNIME
Process overview
Learner/Predictor motif
Creating test and training sets
An example: Decision trees
Model evaluation: Scoring and RoC
Break
Global vs Local Flow Variables
Programmatically configuring nodes
Meta-nodes and the KNIME WebPortal
File writer nodes
Database write/update
Basic reporting
Dinner, hosted by KNIME
Wireless Access:
Network Name (SSID):
User:
Password:
dbb_forum_gast
KNIME
b8fc1
Tuesday, February 24, 09:00 – 17:00
Day 2
Workflow Control
Structures
09:00 – 10:30
10:30 – 10:45
Advanced Data Mining
10:45 – 12:15
12:30 – 13:30
Model Selection
13:15 – 14:00
Advanced Reporting
14:00 – 15:00
15:00 – 15:15
Applications
15:15 – 15:45
Open Session
16:00 – 17:00
Loops
Switches
Try-Catch
Break
Cross validation
Feature selection
Parameter optimization
Lunch
Model to Cell & Cell to Model
Generic PMML Predictor
Table formatting
Images in tables
BIRT charts
Nested data bindings and filters
Break
Cheminformatics
RESTful webservices
Geospatial analysis
Web enabled workflows
Text & network analytics
Independently explore application workflows
Bring your own data
Final Q&A
Wireless Access:
Network Name (SSID):
User:
Password:
dbb_forum_gast
KNIME
b8fc1