Slides 7: Data Literacy and Strategy

What is identified as the defensible barrier for many businesses among leading AI teams?

According to the European Commission, how much revenue could be generated in the European data economy by 2025?

What does Andrew Ng, former Google Brain, consider exceedingly difficult to access among leading AI teams?

Which term is used to describe data as the new oil?

What type of data is identified as the input for synthetic data generation?

According to the European Union's Data Strategy, what shapes Europe's digital future?

What are the key focus areas for synthetic data?

What is perceived as the new oil in the context of unsplash.com/de/@filmlav picture?

What is considered as the defensible barrier for many businesses according to Andrew Ng, former Google Brain?

What is the ontological reversal as described in the text?

According to the text, what is the consequence of no data literacy?

Which type of bias is mentioned in the text as a potential problem in machine learning?

What does the term 'train-serving skew' refer to in machine learning applications?

What is the impact of low data literacy as discussed in the text?

What is the advantage of having feature accuracy in data?

In the context of machine learning, what does 'target class balance' refer to?

What is the main focus of the data-sharing ecosystems mentioned in the text?

According to the text, what percentage of companies surveyed in Germany do not yet exchange data?

What are identified as key challenges in exchanging data in industrial ecosystems?

Which ecosystem is primarily associated with the concept of a data-supply-chain?

What type of ecosystem emphasizes mutual sharing and exchange of data?

Which challenge specifically relates to the need for a common vocabulary and structure for data in industrial ecosystems?

According to the text, what wins championships?

Which aspect is NOT identified as a key challenge in exchanging data in industrial ecosystems?

What does 63% represent in the context of companies surveyed in Germany?

Which type of ecosystem emphasizes collaborative sharing and distribution of data within a supply chain network?

What is a common step in ML pipelines to avoid overfitting?

What does the term 'data lineage' refer to?

Which standard provides a privacy framework for information security management systems?

What is the main purpose of the ISO/IEC 27001 standard?

What is the primary function of data lineage tools?

What does the term 'Skywise' refer to in the context of the aviation industry?

'Data sharing ecosystems' arise when organizations agree to share data and insights under what condition?

What is the main focus of the project referred to in the quote by Hugo Ceulemans?

'Uniqueness' refers to what aspect of real-world entities or concepts?

What aspect is crucial in ensuring that data resources do not become a honey pot for attacks?

What did Andrew Ng consider as the defensible barrier for many businesses?

According to the European Commission, how much revenue could be generated in the European data economy by 2025?

What is the primary focus of the project referred to in the quote by Hugo Ceulemans?

According to the text, what is perceived as the new oil in the context of unsplash.com/de/@filmlav picture?

Which aspect is crucial in ensuring that data resources do not become a honey pot for attacks?

What is the ontological reversal as described in the text?

What is the consequence of no data literacy?

What is the main focus of the project referred to in the quote by Hugo Ceulemans?

What does the term 'Skywise' refer to in the context of the aviation industry?

What makes an apple qualitative?

What is the purpose of de-duplication in ML pipelines?

What does 'timeliness' refer to in the context of data quality assessment?

What is the primary focus of a chief data officer according to the text?

What do ISO/IEC 29100:2011 and ISO/IEC 27001 primarily provide?

Which process does data lineage help in tracking?

What do data brokerage and aggregation ecosystems aim to achieve?

What is the primary function of federated analytics ecosystems?

What challenge is commonly associated with collaborative data-supply-chain ecosystems?

In the context of industrial ecosystems, what is a significant barrier to exchanging data?

What is a key factor contributing to the challenge of exchanging data in industrial ecosystems?

What did Andrew Ng consider as the defensible barrier for many businesses?

What is identified as the new oil in the context of unsplash.com/de/@filmlav picture?

What does 'Skywise' refer to in the context of the aviation industry?

What does 'timeliness' refer to in the context of data quality assessment?

What are the key focus areas for synthetic data?

'Uniqueness' refers to what aspect of real-world entities or concepts?

What is the purpose of de-duplication in ML pipelines?

Which principle relates to processing of personal data according to regulatory requirements?

What does ISO/IEC 27001 primarily provide?

What is the process of tracking the flow of data over time called?

What do data sharing ecosystems arise from?

What is the purpose of 'Skywise' in the aviation industry?

What is the primary focus of data literacy?

Why is it important to question information?

What is the typical reason why machine learning applications fail?

What is the impact of no data literacy?

What can go wrong with scanning a document?

What makes an apple qualitative?

What is the main focus of data brokerage and aggregation ecosystems?

What challenge is commonly associated with federated analytics ecosystems?

What do collaborative data-supply-chain ecosystems aim to achieve?

Which aspect is crucial in ensuring that data resources do not become a honey pot for attacks?

What is the primary function of a chief data officer according to the text?

'Uniqueness' refers to what aspect of real-world entities or concepts?

'Offense wins games (but) defense wins championships' is mentioned in reference to which context?