Duration
21 hours (usually 3 days including breaks)
Requirements
A basic aptitude for making sense out of data.
Overview
KNIME Analytics Platform is a leading open source option for data-driven innovation, helping you discover the potential hidden in your data, mine for fresh insights, or predict new futures. With more than 1000 modules, hundreds of ready-to-run examples, a comprehensive range of integrated tools, and the widest choice of advanced algorithms available, KNIME Analytics Platform is the perfect toolbox for any data scientist and business analyst.
This course for KNIME Analytics Platform is an ideal opportunity for beginners, advanced users and KNIME experts to be introduced to KNIME, to learn how to use it more effectively, and how to create clear, comprehensive reports based on KNIME workflows
Certification
KNIME
NobleProg and KNIME design, build and deliver end-to-end advanced analytics solutions that are customized to each customer’s business needs.
By combining KNIME’s leading open solution for data driven innovation with NobleProg’s domain and technical expertise in analytics, we help our customers reduce costs and gain data-driven insights for better business outcomes.
Course Outline
Getting Started with KNIME
- KNIME Analytics Platform Overview
- Installation
- GUI Based Programming
- Workflows
- Nodes
- Importing Workflows
Data Access
- Reading From A Text File
- Database Access
- External REST Services
- Artificial Data Generation
Visualization
- Data Visualization
- JavaScript Based Visualization
- Data Views
- Highlighting
- Graphics Through R
- ETL And Data Manipulation
Data Filtering
- Data Aggregations
- Concatenation And Join
- Data Transformations
- Workflow Clean Up
- Datetime Manipulation
- In-Database Processing
Data Mining
- Process Overview
- Training And Applying A Decision Tree
- Scoring A Model
- PMML
- K-Means Clustering
- Recommendation Engines
- Other Models Available
Reporting
- Overview
- BIRT Integration
- KNIME WebPortal