KNIME with Python and R for Machine Learning Training Course

KNIME is an open source data analytical software for integrating machine learning and data mining through data pipelines. With Python and R, users are able to extend KNIME in its capabilities for data analytics and machine learning.

This instructor-led, live training (online or onsite) is aimed at data scientists who wish to program in Python and R for KNIME.

By the end of this training, participants will be able to:

Plan, build, and deploy machine learning models in KNIME.
Implement end to end data science projects.
Make data driven decisions for operations.

Format of the Course

Interactive lecture and discussion.
Lots of exercises and practice.
Hands-on implementation in a live-lab environment.

Course Customization Options

To request a customized training for this course, please contact us to arrange.

This course is available as onsite live training in Netherlands or online live training.

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Certificate

Course Outline

Introduction

Getting Started with Knime

What is KNIME?
KNIME Analytics
KNIME Server

Machine Learning

Computational learning theory
Computer algorithms for computational experience

Preparing the Development Environment

Installing and configuring KNIME

KNIME Nodes

Adding nodes
Accessing and reading data
Merging, splitting, and filtering data
Grouping and pivoting data
Cleaning data

Modeling

Creating workflows
Importing data
Preparing data
Visualizing data
Creating a decision tree model
Working with regression models
Predicting data
Comparing and matching data

Learning Techniques

Working with random forest techniques
Using polynomial regression
Assigning classes
Evaluating models

Summary and Conclusion

Requirements

Experience with Python
R experience

Audience

Data Scientists

14 Hours

Delivery Options

Private Group Training

Our identity is rooted in delivering exactly what our clients need.

Pre-course call with your trainer
Customisation of the learning experience to achieve your goals -

Bespoke outlines
Practical hands-on exercises containing data / scenarios recognisable to the learners

Training scheduled on a date of your choice
Delivered online, onsite/classroom or hybrid by experts sharing real world experience

Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.

Public Training

Please see our public courses

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Testimonials (4)

The thing I liked the most about the training was the organization and the location

Hamid Tuama - Ability with Innovation General Contracting (DMCC Branch)

Course - ArcGIS for Spatial Analysis

Hands-on examples allowed us to get an actual feel for how the program works. Good explanations and integration of theoretical concepts and how they relate to practical applications.

Ian - Archeoworks Inc.

Course - ArcGIS Fundamentals

I really enjoyed the training. I found all modules to be applicable to problems that I am trying to solve at work. The integration of the training with jupyter notebooks was really impressive.

Mark Firmin - Environment and Climate Change Canada

Course - Python for Geographic Information System (GIS)

All the topics which he covered including examples. And also explained how they are helpful in our daily job.