NumPy, Matplotlib & Pandas – Data Science Prerequisites
Completed by Reyhane Mofradidoost
November 28, 2025
7 hours (approximately)
Reyhane Mofradidoost's account is verified. Coursera certifies their successful completion of NumPy, Matplotlib & Pandas – Data Science Prerequisites
What you will learn
Understand the core concepts of NumPy arrays, including their benefits over Python lists.
Gain proficiency in visualizing data using various types of plots in Matplotlib.
Learn how to manipulate and analyze data with Pandas for data science tasks.
Explore the basics of machine learning models such as classification and regression.
Skills you will gain
- Category: Statistical Methods
- Category: Data Processing
- Category: Probability Distribution
- Category: Numerical Analysis
- Category: Machine Learning
- Category: Histogram
- Category: Data Import/Export
- Category: Linear Algebra
- Category: Plot (Graphics)
- Category: Applied Machine Learning
- Category: Machine Learning Methods
- Category: Data Analysis Software
