Data Mining Training
Turn Big Data into Measurable Business Success
Discover hidden patterns in your data where classical statistics reach their limits. Learn in 3 days how to decode complex relationships and make precise predictions using modern algorithms, Machine Learning, and RapidMiner® software
Dig Deeper Than Ever Before
Data is the new gold, but without the right tools, it remains worthless rock. While classical statistics often only explain what happened, Data Mining explains why it happened and what will happen next.
This training bridges the gap between engineering and Data Science. We guide you through the proven CRISP-DM process (the industry standard for Data Mining) and show you how to leverage “Big Data” (Volume, Velocity, Variety) not as a threat, but as a source of innovation and error prevention.
Duration
9:00 - 17:00 (3 Days)
Cost
€ 1.480
Certification
"Data Mining" Certificate of Completion
Prerequisites
RapidMiner (will be introduced during training)
Next training courses
Hamburg
13-16. April 2026
Dortmund
9-11. June 2026
Berlin
8-10. Sept. 2026
The Data Miner’s Toolbox
FOUNDATIONS & PROCESSES
- Introduction to Big Data Analytics and the 5 V’s
- The CRISP-DM Standard and the KDD Process
- Differences between Classical Statistics and Machine Learning
ANALYTICAL METHODS (UNSUPERVISED)
- Cluster Analysis: Identifying similar groups within data
- Principal Component Analysis (PCA): Reducing data complexity
- Association Rules: Recognizing "If A, then B" relationships
PREDICTIVE MODELING (SUPERVISED)
- Decision Trees: Deriving visual and understandable rules
- Neural Networks: Modeling complex, non-linear relationships
- Support Vector Machines (SVM): Data point classification
- Regression Diagnostics: Predicting numerical values
PRACTICE & SOFTWARE
- Introduction to the RapidMiner interface
- Text Mining for unstructured data
- Comprehensive end-to-end Case Study workshop
Scope of Services
- Comprehensive training materials and digital scripts
- Hands-on practical exercises with RapidMiner software
- Exemplary datasets for independent analysis
- Catering with lunch and refreshments during breaks
- Personal coaching for your first steps in Data Mining
- Official Data Mining Training Certificate upon completion
Quality Guarantee & Certification
- Upon successful completion, you will receive a certificate from Stemann Consulting. This certifies your professional competence in the key areas of our training program. In this way, we make your development in the areas of data, insight, and impact visible.
