Training
DAVHILL Group provides custom in-house training sessions and public courses through one of our professional development partners. Current off the shelf courses are listed below but we specialize in creating custom courses for clients, often including their own data and infrastructure. Courses can be delivered on-site or virtually (virtual courses are delivered in half day segments)
For more information on our courses please use our contact form and let us know what courses you are interested in, delivery timeframe and number of participants. All of our in-house courses are adapted to suit client needs. Featured courses are listed below, for a full list please visit our course page.
In addition to our listed courses we can also provide training in the following areas, please contact us for more information.
Data Strategy and Governance:
Metadata, Reference and Master Data Management
Data Quality Frameworks and testing
Data Governance Frameworks
Data and Digital Strategy development
Initiating and managing AI/ML projects
Machine Learning and AI Basics:
Generative AI & prompt engineering
Statistical Learning and Association Rules
Introduction to Clustering
Introduction to Classification
Classification and Value Estimation
Text Mining - Text Processing, Sentiment Analysis, Text Visualization
Natural Language Processing - NLP Basics, NLP Tasks, Topic Modeling
Math/Stats for Machine Learning and AI
AI/ML: Introduction to Techniques and Processes
Advanced Topics:
Feature Selection and Dimension Reduction
Introduction to Deep Learning and Reinforcement Learning
Recommender Systems
Bayesian Data Analysis
Anomaly Detection
Analysis of (Social) Network Data
Process and Systems
Current state process mapping
Desired state process mapping
Root Cause Analysis (RCA)
Monte Carlo Simulations (using Oracle Crystal Ball)
Process Modeling