Course

KNIME Software Courses

- - Berlin
KNIME Office in Berlin, Germany
  • KNIME Analytics Platform Course
  • KNIME Server Course
  • KNIME Text Mining Course
  • KNIME Big Data Course
  • KNIME Analytics Platform Course
  • KNIME Server Course
  • KNIME Text Mining Course
  • KNIME Big Data Course

KNIME Analytics Platform Course

This course is designed for those who are just getting started on their data science journey with KNIME. Learn everything you need to get started with KNIME Analytics Platform. The course starts with a detailed introduction of the software - from downloading through to navigating the workbench. Learn how to import, manipulate, and aggregate, and visualize data. Find out how to integrate external tools like Python, R, Tensorflow, H2O.ai, and others. And lastly, learn how to export your data and create a report for sending to your colleagues. This course also dives into some more advanced data science concepts such as flow variables, workflow controls, advanced data mining, and using databases with KNIME Analytics Platform. This course lets you put everything you’ve learnt into practice in a hands-on session based on real-world use cases.

Please note: We have a new office space (which is very cool!), but we don't have wheelchair friendly access just yet. We apologize for any inconvenience.

Other Courses

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FAQ

What level of KNIME experience is needed for this course?

None! We’ll start right from the beginning and teach you everything you need to know to get up and running with KNIME Analytics Platform.

What do I need to bring?

Please bring your own laptop, ideally pre-installed with the latest version of KNIME Analytics Platform, which you can download here. To get the latest version, open KNIME and go to "File -> Update KNIME" to get the latest version.

What other resources will help me to get started with KNIME?

KNIME Server Course

This course dives into the details of the commercial KNIME Server and KNIME WebPortal - discussing them from three different points of view: the power user, the administrator, and the end user. All tools and features designed for each one of these three personas are shown in detail and illustrated in interactive sessions and hands-on exercises.

Find out how to exchange workflows and data between the server and the client, how to take advantage of the many server dedicated nodes and features when implementing a workflow, how to set access rights on workflows, data, and metanodes, share metanodes, execute workflows remotely and from the KNIME WebPortal, how to schedule report and workflow executions, and more.

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Please note: We have a new office space (which is very cool!), but we don't have wheelchair friendly access just yet. We apologize for any inconvenience.

Other Courses

FAQ

Is this course right for me?

The course is designed not only for customers, partners, and the community, but also for anyone interested in finding out more about the KNIME commercial platform and its collaboration, automation, deployment, and management functionalities.

What do I need to bring?

Your own laptop, ideally pre-installed with the latest version of KNIME Analytics Platform, which you can download at knime.com/downloads.

How much does KNIME Server cost?

There are three editions of KNIME Server - Small, Medium, and Large. Pricing is available at knime.com/pricing.

KNIME Text Mining Course

This course focuses on the processing and mining of textual data with KNIME Analytics Platform. Learn how to use the Textprocessing Extension to read textual data in KNIME, enrich it semantically, preprocess it, and transform it into numerical data. The course also demonstrates how to cluster the data, visualize it, or build predictive models.

Course Content

  • Introduction to KNIME
  • Reading and Importing Textual Data
  • Text Preprocessing, Semantic Enrichment, and Transformation
  • Text Classification
  • Visualization
  • Text Clustering

Download agenda

Please note: We have a new office space (which is very cool!), but we don't have wheelchair friendly access just yet. We apologize for any inconvenience.

Other Courses

FAQ

What do I need to bring?

Your own laptop, ideally pre-installed with the latest version of KNIME Analytics Platform, which you can download at knime.com/downloads.

What level of KNIME experience is needed for this course?

You should be familiar with KNIME Analytics Platform and ideally be using it on a regular basis. This course doesn’t provide an introduction to KNIME. We recommend you be at the level of an advanced KNIME user.

Agenda

9:30 – 10:15
Getting started with KNIME

Introduction
The KNIME Workbench
Overview of target workflow
The KNIME Textprocessing Extension
10:15 – 11:15
Importing text

Data Source nodes
Reading files
Creating documents
11:15 – 12:00
Enrichment

POS tagging
Names entity recognition
Semantic enrichment
12:00 – 1:00
Lunch
1:00 – 2:00
Preprocessing and
transformation

Preprocessing and filtering
Transformation into Bag of Words and vector representations
Frequency computation
2:00 – 3:00
Classification

Predictive modeling overview
Learner/predictor motif
Creating test and training Sets
An example: decision trees
Sentiment analysis
3:00 – 3:30
Coffee Break
3:30 – 4:00
Visualization

Tag clouds
Document viewer
4:00 – 5:00
Clustering

Hierarchical clustering
K-Medoids clustering
5:00 – 5:30
Supplementary workflows

Overview of additional workflows
Q&A to explore previous topics in more detail

KNIME Big Data Course

This course focuses on how to use KNIME Analytics Platform for in-database processing, predicting values with KNIME, and writing/loading data into a database. Get an introduction to the Apache Hadoop ecosystem and learn how to write/load data into Hadoop. Learn about the KNIME Spark Executor, preprocessing with Spark, machine learning with Spark, and how to export data back into KNIME/Hadoop. This course lets you put everything you’ve learnt into practice in a hands-on session based on the use case: Eliminating missing values by predicting their values based on other attributes.

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Course Location

KNIME Office, Körtestrasse 10, 10967 Berlin

Please note: We have a new office space (which is very cool!), but we don't have wheelchair friendly access just yet. We apologize for any inconvenience.

Other Courses

FAQ

What level of KNIME experience is needed for this course?

You should be familiar with KNIME Analytics Platform and ideally be using it on a regular basis. This course doesn’t provide an introduction to KNIME. We recommend you be at the level of an advanced KNIME user.

What do I need to bring?

Your own laptop, ideally pre-installed with the latest version of KNIME Analytics Platform, which you can download at knime.com/downloads.

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