Training Programs
Data Analytics Basics
The participants will get an overview about Analytics, starting from data preparation going all the way to developing dashboards.
Training content:
- Types of data analytics
- Overview of descriptive analytics
- Visualizations and Dashboards
- Digital Shopfloor Management
- Data Value Stream
Introduction to Data Structures
The participants will get an overview about using data and its prerequisites.
Training content:
- Basic steps of data preparation
- Data Sources and Data Types
- Good and bad data quality
- Data Matching
- Types of data storage
- Structured and unstructured data
- Data Semantics
Connectivity & Sensors
The participants will get an overview about retrofitting machines and the potential sensors and connectivity provide.
Training Content:
- Communication technologies
- Types of Sensors
- Concept of retrofit and retrofitting a machine
- IoT Protocols
- Use Cases with sensors
RPA & Process Mining
The participants will get an overview about Digital support technologies such as Robotic Process Automation (RPA) and Process Mining.
Training content:
- Robotics Process Automation
- RPA Use Cases and Implementation
- RPA Assessment
- Process Mining
- Process Mining Use Cases
- Smart Automation Use Cases
IoT Platforms & Architecture
The participants will get an overview about IoT platforms and their capabilities in supporting businesses.
Training content:
- IoT Overview & Applications
- IoT Ecosystem
- Industry 4.0 Architecture
- Edge & Cloud computing
- Implementation approach & methodologies
Advanced Analytics & AI
The participants will get an overview about Advanced Analytics and will solve a practical real-world example with the help of machine learning.
Training Content:
- Types and use cases of artificial intelligence (AI)
- Mathematical and statistical foundations of AI
- Machine Learning (ML), deep learning & neural networks
- Types of advanced analytics
- Autonomous solutions