Course Outline for KNIME - Abridged
This introductory course is designed for absolute beginners without any prior technical knowledge. The Goal of this course is to be able to use KNIME as an add-on tool for Excel. The learner should be able to:
- Comprehend very basic Data Science in KNIME
- Process data with KNIME:
- Filter Data,
- Integrate Data
- Concatenate Data
- Join Data
- Manipulate Date with KNIME:
- Discretize Data
- Normalize Data
- Pivot Data
- Use some ML tools to speed up the above and make certain predictions.
The prerequisite for this course are:
- Familiarity with using a personal computer.
- Comfortable using the internet.
- Some basic understanding of FIle systems.
This is a two day course which includes:
- Introduction to KNIME and its workspace
- Data types
- Aggregate data from multiple sources in Excel using KNIME
- Loops in KNIME
- Data Cleaning
- Visualizations
- Practical hands-on using:
- KNN
- XGBOOST
- Time series
Practical, connected learning
My wider training approach brings hands-on implementation and systems thinking together, connecting technology with real operational needs.