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Certificate
Course Outline
Day 1:
Module 1: KNIME Analytics Platform: Overview
- Installation.
- Launching and customizing the 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 foundational understanding of interpreting data.
- Experience with basic data processing.
Audience
- Data analysts.
- Data scientists.
- Business analysts.
21 Hours
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 3900 € + VAT*
Contact us for an exact quote and to hear our latest promotions
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.
