Course Outline
- Introduction to Data Processing and Analysis
-
Basic Information about the KNIME Platform
- installation and configuration
- interface overview
- Platform Overview in Terms of Tool Integration
- Introduction to Workflow Creation
-
Methodology for Creating Business Models and Data Processing Processes
- documentation
- methods for importing and exporting processes
- Overview of Basic Nodes
- ETL Process Overview
- Data Exploration Methodologies
-
Data Import Methodology
- data import from files
- data import from relational databases using SQL
- creating SQL queries
- Overview of Advanced Nodes
-
Data Analysis
- data preparation for analysis
- data quality and validation
- statistical data analysis
- data modeling
- Introduction to Variable Usage and Loops
- Building Advanced, Automated Processes
- Visualization of Results
- Public and Free Data Sources
-
Basics of Data Mining
- Overview of Selected Types of Data Mining Tasks and Processes
-
Knowledge Discovery from Data
- Web Mining
- SNA - Social Networks
- Text Mining - Document Analysis
- Data Visualization on Maps
-
Integration of Other Tools with KNIME
- R
- Java
- Python
- Gephi
- Neo4j
- Report Building
- Training Summary
Requirements
Knowledge of basic mathematical analysis.
Knowledge of basic statistics.
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 8000 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (3)
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
Radomir was very patient and helpful when I got stuck. He was very knowledgeable about the subject matter, and his explanations on different concepts were detailed and thorough.
Rachel Turcan - Animal and Plant Health Agency
Course - ArcGIS for Spatial Analysis
It's a hands-on session.
