info@orb-experts.com
Delve deep into the world of data analysis with our comprehensive training on Data Mining and Analysis. Understand, dissect, and forecast with enhanced predictive results by mastering techniques to process, infer, and classify vast data sets.
In our Data Mining and Analysis course, participants will:
• Understand the intricacies of data preprocessing and transformation.
• Gain hands-on experience in statistical inference, sampling, and hypothesis testing.
• Familiarize themselves with advanced classification methods and comparison.
• Dive into the potential of neural networks, decision trees, and support vector machines.
• Explore clustering techniques and methods for model assessment & selection. After this intensive 4-day course, delegates will be fully equipped to harness big data's potential and derive actionable insights from vast information reservoirs.
Basic understanding of IT concepts. No prior knowledge in data analysis required, but familiarity with statistical methods is an advantage.
Basic IT knowledge: Familiarity with operating systems, hardware configurations, and basic network operations.
Optional: Previous experience with distributed systems will be beneficial but not mandatory.
*We know each team has their own needs and specifications. That is why we can modify the training outline per need.
Data Preprocessing:
Statistical Inference:
Model Specification and Selection:
Classification Methods:
Neural Networks:
Decision Trees:
Ensemble Methods:
Support Vector Machines:
Principal Components Analysis
Clustering:
Model Assessment and Selection:
Hands-on learning with expert instructors at your location for organizations.
Master new skills guided by experienced instructors from anywhere.
