Introduction

• introduction to innovation
• the role of innovation in the history of capitalism
• setting expectations and agreements
• installing R and RStudio

Business Plans and Multi Criteria Decision Analytics (MCDA)

• Elements of a Business plan
• MCDA (Multi Criteria Decision Analytics)
• case studies MCDA

Building Models: regressions and Machine Learning

• linear regressions
• generalised linear models
• non-linear regressions
• decision trees
• random forests
• SVN
• neural networks

Case studies and models

• recap of theory (and continuation)
• case studies and practice

From Accounting to Creating Value

A selection from:

• financial accounting
• management accounting
• valuation of cash, bonds, equities
• other financial instruments

Selected innovation axis

A selection from:

• automated reporting
• preparation for the end-project
• crypto ledgers
• quantum computing
• Big Data