2 posts tagged with "books"

Notes​

Chap 3 Built-in Data Structures, Functions, and Files​

Chapter 4. NumPy Basics: Arrays and Vectorized Computation​

• While NumPy by itself does not provide modeling or scientific functionality, having an understanding of NumPy arrays and array-oriented computing will help you use tools with array computing semantics, like pandas, much more effectively.

Chapter 5. Getting Started with pandas​

Chpater 6. Data Loading, Storage, and File Formats​

Chapter 7. Data Cleaning and Preparation​

Chapter 8. Data Wrangling: Join, Combine, and Reshape​

Chapter 9. Plotting and Visualization​

Chapter 10. Data Aggregation and Group Operations​

Chapter 11. Time Series​

Chapter 12. Introduction to Modeling Libraries in Python​

Chapter 13. Data Analysis Examples​