Python for Data Science
Completed by Ryan J Moorman on December 12, 2025
Verified learner ·
Badge ID: tH9vqhSVQ5i_b6oUlYOYIw
About this Badge
You will learn Python–no prior programming knowledge necessary–and discover methods of data analysis and data visualization. You’ll utilize tools used by real data scientists like Numpy and Pandas, practice predictive modeling and model selection, and learn how to tell a compelling story with data to drive decision making.
Learning objectives
- Extract and graph financial data with the Pandas Python library.
- Wrangle data, graph plots, and create regression models to predict housing prices with Python libraries, including NumPy, and Sklearn.
- Create visualizations and a dynamic Python dashboard with treemaps and line plots using libraries such as Matplotlib, Seaborn, and Plotly Dash to monitor, report, and improve US domestic flight reliability.
- Train and compare machine learning models, including support vector machines, classification trees, and logistic regression, to predict results.
Skills learned
- Regression Analysis
- Feature Engineering
- Data Collection
- Data Structures
- Data Pipelines
- Data Transformation
- Data Analysis
- Data-Driven Decision-Making
- Application Programming Interface (API)
- Algorithms
- Computer Programming
- Data Science
- Exploratory Data Analysis
- Machine Learning
- Skills section collapsed. Showing 9 of 14 skills.
Learning content completed
Some of the content and skills presented have been contributed by the content provider.