Technologies / Artificial Intelligence

KNIME with Python and R for Machine Learning

Practical training combining the capabilities of the KNIME platform with Python and R languages in the context of machine learning. Participants will learn techniques for integrating various analytical tools and learn how to build advanced workflows for ML projects. The workshop focuses on the practical use of the tools in real analytical scenarios.

Issues

Integration of analytical tools
KNIME workflows
Python and R scripts
Data preparation
ML modeling
Optimization of models
Validation of results
Process automation
Deployment of solutions
Performance monitoring
Integration of systems
Best practices in ML

Benefits

The participant will be able to effectively combine the capabilities of KNIME, Python and R in machine learning projects
The ability to create advanced analytical workflows using multiple tools
Will learn to automate data processing and modeling
Will learn techniques for optimizing and validating models in a multi-tool environment
Will be able to implement ML solutions into a production environment
Will develop skills in integrating various analytical tools

Who is this training for?

Data analysts using KNIME

Data Scientists working with multiple tools

Machine Learning Specialists

Business analysts expanding into ML

Data engineers

Researchers using machine learning

Prerequisites

Basic knowledge of Python and R
Experience in data analysis
Knowledge of the basics of machine learning
General knowledge of analytics platforms

Training program

Integration with Python and R
Data flow between tools
Environmental management
Data preparation and analysis
KNIME data processing
Using Python and R scripts

Exploratory data analysis
Modeling and evaluation
Construction of ML models
Optimization of hyperparameters

Comparing results
Implementing solutions
Automation of workflows

Performance monitoring
Integration with production systems

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

Who is the KNIME with Python and R for Machine Learning training for?

The target audience includes data analysts using KNIME, Data Scientists working with multiple tools, and Machine Learning Specialists. Level: advanced.

How long is the KNIME with Python and R for Machine Learning training?

The training lasts 2 days. It is delivered online or on-site.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT is ISO 9001 certified.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.