- What are the data types used in Python?
- Explain the difference between lists and tuples.
- What is a Python dictionary?
- What are lambda functions?
- Explain list comprehensions and how they’re used in Python.
- What is a negative index, and how is it used in Python?
- Name some well-known Python data analysis libraries.
- What is pandas?
- Write Python code to create an Inventory DataFrame from the “shoestore.csv” file.
- What is the default missing value marker in pandas, and how can you detect all missing values in a DataFrame?
- Write Python code to select the Brands and Size columns from the Inventory DataFrame.
- Add a new column named “In Stock” to the Inventory DataFrame with all 1s to indicate stock status.
- Write Python code to plot the distribution of Brands by Size.
- What libraries do data scientists use to plot data in Python?
- What Python IDEs are the most popular in data science?