Urban Computing Skills Lab

Table Of Contents

Welcome

0. Introduction to Notebook and beyond

• Setting up your environment
• Getting familiar with Notebook
• Basic Python Syntax

1. Introduction to Python

• Variables and Operators
• Strings
• Numeric Types
• Operators
• Control Flow

2. Python in Practice

• Lists
• Tuples
• Dictionaries
• Functions
• Exception Handling
• File I/O

3. Introduction to Numpy

• Basics of Numpy arrays
• Universal functions
• Broadcasting and Computation

4. Introduction to Matplotlib

• Interactive Plotting
• Types of Plots
• Subplots, Text and Annotations

5. Introduction to Statistics*

See videos and slides names UCSL_2016

6. Pandas

• Series and Dataframe
• Exploratory Data Analysis

X. Miscellaneous Plots

License

Text and Code

The text material in this repository including all code samples in the notebooks listed above are released under the MIT License.

* Work in collaboration with Dr. Federica Bianco and Dr. Stanislav Sobolevsky