Getting Started with Pandas
This Pandas course prepares teaches the fundamentals of data analysis. It shows how to load data, inspect it, deal with missing values, use statistical summaries, plot, pivot and more. This course contains 18 hours of materials, taught by Matt Harrison, a Python and Pandas expert and author.
Overview
This course includes:
- 9+ hours of on-demand video
- 5 modules
- Core level
- Direct access/chat with the instructor
- 100% self-paced online
- Many downloadable resources
- Shareable certificate of completion
Skills You Will Gain
Learning Outcomes (At the end of this program you will be able to)
- Getting Started – Installation, Jupyter, and Example
- Understanding Jupyter and editors
- Installing libraries
- Overview of functionality of Pandas
- Series objects
- Basic operations
- Aggregation methods
- Index manipulation
- String manipulation
- DataFrame objects
- Slicing data
- Cleaning data
- Boolean arrays and filtering
- Plotting
- Grouping
- Grouping with a column
- Grouping with multiple columns, functions, and dates
- Pivoting and stacking
- Time series
- Shifting data
- Window operations
- Date grouping
- Dealing with missing data
- Plotting
- Tips and Tricks
- Apply tricks
- Debugging
- Testing
- Seaborn plotting
Prerequisites
- Basic computer knowledge is assumed
- Prior programming experience with Python is strongly preferred
Who Should Attend
- New Python developers looking to quickly develop and keen understanding of the power of Pandas
- Individuals who are familiar with data science and need to understand Pandas
Instructors
Frequently Asked Questions
How much do the courses at Starweaver cost?
We offer flexible payment options to make learning accessible for everyone. With our Pay-As-You-Go plan, you can pay for each course individually. Alternatively, our Subscription-Based plan provides you with unlimited access to all courses for a monthly or yearly fee.
Do you offer any certifications upon completion of a course at Starweaver?
Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.
Does Starweaver offer any free courses or trials?
No, we don't offer any free courses, but we do offer 5-day trial only on our subscriptions-based plans.
Are Starweaver's courses designed for beginners or advanced students?
Our course is designed with three levels to cater to your learning needs - Core, Intermediate, and Advanced. You can choose the level that best suits your knowledge and skillset to enhance your learning experience.
What payment options are available for Starweaver courses?
We accept various payment methods such as major credit cards, PayPal, wire transfer, and company purchase orders. For more information related to payments contact customer support.
Do you offer refunds?
Yes, we do offer a 100% refund guarantee for our courses within a specified time frame. If you are not satisfied with the course, contact our customer support team to request a refund with your order details. Some restrictions may apply.
