Guide to Teaching Data Science

Part I: Overview of Data Science and Data Science Education.- Chapter 1. Introduction.- Chapter 2. What is data science.- Chapter 3. Introduction to data science education.- Chapter 4. Data science thinking.- Part II: Challenges of Data Science Education.- Chapter 5. The pedagogical challenge of data science education.- Chapter 6. Data science education and the variety of learners.- Chapter 7. The interdisciplinarity challenge.- Chapter 8. Data science skills.- Part III: Data science Teaching frameworks.- Chapter 9. Teacher Preparation - the Method for Teaching Data Science course.- Chapter 10. Data Science for Social Science.- Chapter 11. Conclusion.

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• dotes e técnicas do ensino
• Bases de Dados
• Equipamentos e tecnologia educacional, computer-aided learning (CAL)
• Algoritmos e estruturas de dados

Data Science Education;Machine Learning;Statistics;Interdesciplinarity;Computer Science Education;Hands-on Approach