Data Analysis With Python (On-Demand - CFI)
Overview
Python is a core skill for anyone working with data—and this course shows you exactly how to use it in practice. Through real-world examples, you’ll build an end-to-end data analysis workflow using four of Python’s most powerful libraries: NumPy, Pandas, Matplotlib, and Seaborn. You’ll start by loading and cleaning messy datasets, then move into common statistical analysis and transformation techniques. Finally, you’ll bring your insights to life with clear, compelling visualizations. Whether you’re just getting started in data or want to reinforce your Python fundamentals, this course will give you the tools and confidence to turn raw data into impactful results.
Access expires 180 days from purchase date |
Applicable for
Learning Objectives
- Utilize data operations using Numpy and Pandas packages
- Generate and load tabular data from a variety of sources into a Jupyter Notebook
- Clean common data errors and transform data to prepare for analysis and visualization
- Explore data through different statistical methods to gain a deeper understanding
- Visualize data to share insights using the Matplotlib and Seaborn package
Content
Build a complete data analysis workflow in Python by loading, cleaning, analyzing, and visualizing real-world data using NumPy, Pandas, Matplotlib, and Seaborn.
- Import tabular data from multiple sources and clean it for analysis
- Explore key statistics and perform basic transformations to uncover insights
- Visualize patterns and trends with effective Python-based charts
Course Content Created: July 2025
The information is current as of the creation or last updated date. While we strive to keep our inventory updated and periodically remove outdated titles, changes in accounting, tax, legislation and technology may occur. Purchasers should note the date and verify for themselves if the course is still relevant to their needs.About This Product
On-Demand Courses by CFI. Corporate Finance Institute (CFI) courses are designed for finance professionals and industry practitioners who want to master the art of corporate finance. The instructions on how to access this course will be included on your registration confirmation.
Please note that not all on-demand courses include downloadable materials such as course notes or slides.
How to get started
After completing your purchase, go to mylms.bccpa.ca. Log in using your CPABC Online Services credentials. Click Go to Your Courses and Materials to access your Learning Center. Select your course title to begin.
Course Dates & Registration
- 6
- CPD Hours
- 0
- Ethics Hours
- 0
- AML Hours
- 5
- Credits
Starting April 1, 2026, a 2.1% fee will be applied to all credit card transactions. Learn more about this fee and how it relates to PD registrations.
Data Analysis With Python (On-Demand - CFI)
- 6
- CPD Hours
- 0
- Ethics Hours
- 0
- AML Hours
- 5
- Credits
Overview
Python is a core skill for anyone working with data—and this course shows you exactly how to use it in practice. Through real-world examples, you’ll build an end-to-end data analysis workflow using four of Python’s most powerful libraries: NumPy, Pandas, Matplotlib, and Seaborn. You’ll start by loading and cleaning messy datasets, then move into common statistical analysis and transformation techniques. Finally, you’ll bring your insights to life with clear, compelling visualizations. Whether you’re just getting started in data or want to reinforce your Python fundamentals, this course will give you the tools and confidence to turn raw data into impactful results.
Access expires 180 days from purchase date |
Applicable for
Learning Objectives
- Utilize data operations using Numpy and Pandas packages
- Generate and load tabular data from a variety of sources into a Jupyter Notebook
- Clean common data errors and transform data to prepare for analysis and visualization
- Explore data through different statistical methods to gain a deeper understanding
- Visualize data to share insights using the Matplotlib and Seaborn package
Content
Build a complete data analysis workflow in Python by loading, cleaning, analyzing, and visualizing real-world data using NumPy, Pandas, Matplotlib, and Seaborn.
- Import tabular data from multiple sources and clean it for analysis
- Explore key statistics and perform basic transformations to uncover insights
- Visualize patterns and trends with effective Python-based charts
Course Content Created: July 2025
The information is current as of the creation or last updated date. While we strive to keep our inventory updated and periodically remove outdated titles, changes in accounting, tax, legislation and technology may occur. Purchasers should note the date and verify for themselves if the course is still relevant to their needs.About This Product
On-Demand Courses by CFI. Corporate Finance Institute (CFI) courses are designed for finance professionals and industry practitioners who want to master the art of corporate finance. The instructions on how to access this course will be included on your registration confirmation.
Please note that not all on-demand courses include downloadable materials such as course notes or slides.
How to get started
After completing your purchase, go to mylms.bccpa.ca. Log in using your CPABC Online Services credentials. Click Go to Your Courses and Materials to access your Learning Center. Select your course title to begin.
Course Dates & Registration
Starting April 1, 2026, a 2.1% fee will be applied to all credit card transactions. Learn more about this fee and how it relates to PD registrations.