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.
Certificate
Course Outline
Day 1:
Module 1: KNIME Analytics Platform: Overview
- Installation.
- Starting and customizing KNIME Analytics Platform.
- Nodes, data, and workflows.
- The data science cycle.
Module 2: Data Access
- Reading data from files.
- Accessing REST Services.
Module 3: ETL and Data Manipulation
- Row and column filtering.
- Aggregators.
- Join and concatenation.
- Transformation: Conversion, Replacement, Standardization, and New Feature Generation.
- Data preparation for Time Series Analysis.
Day 2:
Module 4: Exporting Data
- Writing to a file.
- Generating a report.
Module 5: Data Visualization
- Interactive univariate visual exploration.
- Interactive multivariate visual exploration.
-
Advanced visualization features.
Module 6: Predictive Analytics using KNIME
- Basic concepts of data mining.
- Regressions.
- Decision Tree family.
- Model evaluation.
Day 3:
Module 7: Controlling the flow
- Workflow parameterization: Flow variables.
- Re-executing workflow parts: Loops.
- Cleaning up your workflow.
Module 8: Hands-on KNIME Analytics Platform based Case Study
Requirements
Recommended
- A fundamental understanding of interpreting data.
- Experience with basic data processing.
Audience
- Data analysts.
- Data scientists.
- Business analysts.
21 Hours
Testimonials (2)
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.
