Principles of Data Science > PACKT 원서리스트

1 How to Sound Like a Data Scientist

2 Types of Data

3 The Five Steps of Data Science

4 Basic Mathematics

5 Impossible or Improbable – A Gentle Introduction to Probability

6 Advanced Probability

7 Basic Statistics

8 Advanced Statistics

9 Communicating Data

10 How to Tell If Your Toaster Is Learning – Machine Learning Essentials

11 Predictions Don't Grow on Trees – or Do They?

12 Beyond the Essentials

13 Case Studies

A Appendix A: Index