Technologies / Data & Analytics
Training: Data Science with KNIME Analytics
Learn how to use KNIME Analytics for data analysis. Discover tools that enable rapid model creation and process automation.
Training Description
Training: Data Science with KNIME Analytics - contact us for more information.
Training program
01
Day 1: KNIME Fundamentals and Data Preparation
- Introduction to KNIME Analytics Platform and workspace navigation
- Building your first workflow: nodes, connections and execution
- Data import from various sources (CSV, databases, APIs)
- Data cleaning, transformation and preprocessing
- Data exploration and basic statistical analysis
- Hands-on exercises: building data preparation workflows
02
Day 2: Data Analysis and Model Building
- Visualization nodes and interactive data exploration
- Supervised learning: classification and regression models
- Unsupervised learning: clustering and dimensionality reduction
- Model evaluation, validation and performance metrics
- Feature engineering and selection techniques
- Workshop: building and evaluating predictive models in KNIME
03
Day 3: Advanced Features and Process Automation
- Advanced workflow design and component creation
- Loop constructs and flow variables for dynamic workflows
- Integrating R and Python scripts within KNIME
- Automating workflows and scheduling batch execution
- Deployment of models and reporting
- Final project: end-to-end data science pipeline in KNIME
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
What are the prerequisites for this training?
The Training: Data Science with KNIME Analytics training does not require specialized prior knowledge. Basic IT knowledge is sufficient.
What is the format and duration of this training?
The training lasts 3 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.
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Funding Options
Check funding options for your company
Up to 80%
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availability Up to 100%
National Training Fund
Up to 100% funding for employers
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