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
- Launching and customizing KNIME Analytics Platform
- Understanding Nodes, data, and workflows
- The data science cycle
Module 2: Data Access
- Reading Data from files
- Connecting to REST Services
Module 3: ETL and Data Manipulation
- Filtering Rows & Columns
- Aggregation techniques
- Joining & Concatenation
- Transformation: Conversion, Replacement, Standardization, and Creating New Features
- Preparing Data for Time Series Analysis
Day 2:
Module 4: Exporting Data
- Writing to a file
- Generating Reports
Module 5: Data Visualization
- Interactive Univariate Visual Exploration
- Interactive Multivariate Visual Exploration
-
Advanced Visualization Features
Module 6: Predictive Analytics using KNIME
- Fundamental Concepts of Data Mining
- Regression Analysis
- 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 Case Study
Requirements
Recommended
- A fundamental comprehension of interpreting and making sense of data.
- Practical experience with basic data processing techniques.
Target Audience
- Data analysts
- Data scientists
- Business analysts
21 Hours
Testimonials (3)
Learning that the QGIS and a tool that can used by other different professionals such land survey
Bame Duncan Koko - Bentel Technologies (Pty) Ltd
Course - QGIS for Geographic Information System
How to use open satellites data for real applications
Tshering Dorji - Druk Holding and Investments
Course - Advanced Geographic Information Systems (GIS)
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.
