NumPy and Pandas Basics for Future Data Scientists
Completed by William Bentley
May 7, 2025
19 hours (approximately)
William Bentley's account is verified. Coursera certifies their successful completion of NumPy and Pandas Basics for Future Data Scientists
What you will learn
Create and manipulate NumPy arrays, including performing basic arithmetic operations and handling missing data.
Apply advanced NumPy techniques such as broadcasting, masking, and aggregation functions.
Construct and modify pandas DataFrames and Series, use methods to filter and inspect data, and handle missing data.
Utilize pandas for data aggregation, summary statistics, and dataframe merging to analyze a real dataset.
Skills you will gain
- Category: Numerical Analysis
- Category: Data Preprocessing
- Category: Data Wrangling
- Category: Critical Thinking
- Category: Data Analysis
- Category: Data Transformation
- Category: Debugging
