Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
- Introduction to data processing and analysis
-
Basic information about the KNIME platform
- installation and configuration
- interface overview
- Platform overview in the context of tool integration
- Introduction to workflow creation
-
Methodology for creating business models and data processing processes
- documentation of workflows
- methods for importing and exporting processes
- Overview of basic nodes
- Overview of ETL processes
- Data mining methodologies
-
Data import methodologies
- importing data from files
- importing data 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 modelling
- Introduction to using variables and loops
- Building advanced, automated processes
- Visualization of results
- Publicly available and free data sources
-
Fundamentals of Data Mining
- Overview of selected types of Data Mining tasks and processes
-
Knowledge discovery from data
- Web Mining
- SNA – Social Network Analysis
- 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 fundamental mathematical analysis.
Knowledge of basic statistics.
35 Hours
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.
