MODULE 1 - Principles of Digital Transformation
1.1. What is Digital Transformation
1.2. Business Perspective on Digital Transformation
1.3. IT Perspective on Digital Transformation
1.4. Managing Digital Transformation
1.5. Managing Business Model Transformation
1.6. Managing Business Process Re-design
MODULE 2 - IT Innovations in Digital Transformation
2.1. IT-enabled Innovation
2.2. AI Principles
- 2.2.1. Artificial Intelligence
- 2.2.2.Machine Learning
- 2.2.3. Machine Learning Algorithms
- 2.2.4. Supervised Learning
- 2.2.5. Unsupervised Learning
- 2.2.6. Reinforcement Learning
- 2.2.7. Machine Learning Workflow
2.3 Forecasting and Digital Transformation
- 2.3.1 Forecasting and Digital Transformation
- 2.3.2 Forecasting Decision Support Models
- 2.3.3 Business Decision-making Based on Forecasting Data
2.4. Innovative Enterprise Applications
MODULE 3 - Management Consulting and Digital Transformation
3.1 Management Consulting and Digital Transformation
- 3.1.1. Management Consulting approach to Digital Transformation
- 3.1.2. Design Thinking
- 3.1.3. Agile approach
3.2 The point of view of consultants
- 3.2.1 Success approach to managing digital transformation: Interview with Felipe Piccirilo
- 3.2.2 Success approach to managing digital transformation: Interview with Pasi Vänttinen